{
  "$schema": "https://raw.githubusercontent.com/dmgrok/agent-plugins/main/schema/catalog-schema.json",
  "version": "2026.10.19",
  "generated_at": "2026-10-19T12:43:20.041527+00:00",
  "total_skills": 1289,
  "providers": {
    "ios-simulator-skill": {
      "name": "iOS Simulator",
      "repo": "https://github.com/conorluddy/ios-simulator-skill",
      "skills_count": 1,
      "stars": 1285,
      "description": "An IOS Simulator Skill for Agents. Use it to optimise their ability to build, run and interact with your apps, and to proxy xcodebuild to save token waste. Works with Claude, Codex, etc"
    },
    "stripe": {
      "name": "Stripe",
      "repo": "https://github.com/stripe/ai",
      "skills_count": 10,
      "stars": 1963,
      "description": "One-stop shop for building AI-powered products and businesses with Stripe."
    },
    "stream-coding": {
      "name": "Stream Coding Methodology",
      "repo": "https://github.com/frmoretto/stream-coding",
      "skills_count": 1,
      "stars": 60,
      "description": "Stop \"vibe coding\" and start Stream Coding, the 10-20x velocity methodology for AI-accelerated development. Includes the official SKILL.md for Claude/Cursor/Windsurf and the complete Manifesto."
    },
    "claude-marketplace-engineering": {
      "name": "Claude Marketplace (Engineering)",
      "repo": "https://github.com/mhattingpete/claude-skills-marketplace",
      "skills_count": 5,
      "stars": 656,
      "description": "Claude Code Skills for software engineering workflows - Git automation, testing, and code review"
    },
    "visionos-agents": {
      "name": "visionOS Development",
      "repo": "https://github.com/tomkrikorian/visionOSAgents",
      "skills_count": 22,
      "stars": 56,
      "description": "AGENTS.MD & SKILLS for vibe coding efficiently for the visionOS platform"
    },
    "ipsw-skill": {
      "name": "IPSW iOS Firmware",
      "repo": "https://github.com/blacktop/ipsw-skill",
      "skills_count": 0,
      "stars": 89,
      "description": "A SKILL.md for ipsw"
    },
    "tinybird": {
      "name": "Tinybird",
      "repo": "https://github.com/tinybirdco/tinybird-agent-skills",
      "skills_count": 4,
      "stars": 20,
      "description": null
    },
    "sanjay-ai-skills": {
      "name": "Sanjay AI Skills",
      "repo": "https://github.com/sanjay3290/ai-skills",
      "skills_count": 24,
      "stars": 422,
      "description": "24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI \u2014 databases, messaging, research, TTS, DevOps, and Google Workspace"
    },
    "aws-skills": {
      "name": "AWS Skills",
      "repo": "https://github.com/zxkane/aws-skills",
      "skills_count": 6,
      "stars": 309,
      "description": "Claude Code plugins and agent skills for AWS development \u2014 IaC(CDK/SST), serverless, cost ops, and Bedrock AgentCore"
    },
    "getsentry": {
      "name": "Sentry",
      "repo": "https://github.com/getsentry/skills",
      "skills_count": 29,
      "stars": 1062,
      "description": "Agent Skills used by the Sentry team for development."
    },
    "vercel": {
      "name": "Vercel",
      "repo": "https://github.com/vercel-labs/agent-skills",
      "skills_count": 9,
      "stars": 30586,
      "description": "Vercel's official collection of agent skills"
    },
    "shotglass": {
      "name": "ShotGlass",
      "repo": "https://github.com/jakemanger/shotglass-skills",
      "skills_count": 1,
      "stars": 3,
      "description": "Film and edit macOS app demos with AI using ShotGlass. Agent skill for its local MCP tools."
    },
    "csv-summarizer-skill": {
      "name": "CSV Data Summarizer",
      "repo": "https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill",
      "skills_count": 1,
      "stars": 276,
      "description": "A Claude Skill that automatically analyzes uploaded CSV files \u2014 generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas."
    },
    "obsidian-plugin": {
      "name": "Obsidian Plugin Development",
      "repo": "https://github.com/gapmiss/obsidian-plugin-skill",
      "skills_count": 0,
      "stars": 191,
      "description": "Agent SKILL for Obsidian.md plugin development"
    },
    "aiqualitylab": {
      "name": "AI Quality Lab",
      "repo": "https://github.com/aiqualitylab/agent-skills",
      "skills_count": 2,
      "stars": 1,
      "description": "AI-powered testing skills for automation frameworks"
    },
    "brainiall": {
      "name": "BRAINIALL",
      "repo": "https://github.com/fasuizu-br/brainiall-transcription-skill",
      "skills_count": 1,
      "stars": 0,
      "description": "Agent Skill for PT-BR and Spanish diarized transcription to JSON, SRT, and WebVTT"
    },
    "google-labs-stitch": {
      "name": "Google Labs Stitch",
      "repo": "https://github.com/google-labs-code/stitch-skills",
      "skills_count": 0,
      "stars": 8090,
      "description": "A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor."
    },
    "ffuf-skill": {
      "name": "FFUF Web Fuzzing",
      "repo": "https://github.com/jthack/ffuf_claude_skill",
      "skills_count": 1,
      "stars": 121,
      "description": "This is a \"skill\" for claude to use FFUF."
    },
    "fal-ai": {
      "name": "fal.ai",
      "repo": "https://github.com/fal-ai-community/skills",
      "skills_count": 16,
      "stars": 186,
      "description": null
    },
    "github": {
      "name": "GitHub",
      "repo": "https://github.com/github/awesome-copilot",
      "skills_count": 450,
      "stars": 40072,
      "description": "Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot."
    },
    "anthropics": {
      "name": "Anthropic",
      "repo": "https://github.com/anthropics/skills",
      "skills_count": 19,
      "stars": 180256,
      "description": "Public repository for Agent Skills"
    },
    "family-history-skill": {
      "name": "Family History Research",
      "repo": "https://github.com/emaynard/claude-family-history-research-skill",
      "skills_count": 1,
      "stars": 44,
      "description": "A Claude Skill to assist with family history and genealogy research planning."
    },
    "openai": {
      "name": "OpenAI",
      "repo": "https://github.com/openai/skills",
      "skills_count": 44,
      "stars": 22795,
      "description": "Skills Catalog for Codex"
    },
    "epub-skill": {
      "name": "EPUB Converter",
      "repo": "https://github.com/smerchek/claude-epub-skill",
      "skills_count": 1,
      "stars": 83,
      "description": "A Claude Skill for converting markdown documents, chat summaries, or research reports into a downloadable epub file that can be sent to kindle"
    },
    "d3js-skill": {
      "name": "D3.js Visualization",
      "repo": "https://github.com/chrisvoncsefalvay/claude-d3js-skill",
      "skills_count": 1,
      "stars": 125,
      "description": "A Claude skill for d3.js."
    },
    "skillcreatorai": {
      "name": "SkillCreator.ai",
      "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
      "skills_count": 18,
      "stars": 1144,
      "description": "Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills"
    },
    "expo": {
      "name": "Expo",
      "repo": "https://github.com/expo/skills",
      "skills_count": 25,
      "stars": 2908,
      "description": "A collection of AI agent skills for working with Expo projects and Expo Application Services"
    },
    "better-auth": {
      "name": "Better Auth",
      "repo": "https://github.com/better-auth/skills",
      "skills_count": 5,
      "stars": 210,
      "description": null
    },
    "remotion": {
      "name": "Remotion",
      "repo": "https://github.com/remotion-dev/skills",
      "skills_count": 12,
      "stars": 5230,
      "description": "Agent Skills"
    },
    "claude-marketplace-productivity": {
      "name": "Claude Marketplace (Productivity)",
      "repo": "https://github.com/mhattingpete/claude-skills-marketplace",
      "skills_count": 4,
      "stars": 656,
      "description": "Claude Code Skills for software engineering workflows - Git automation, testing, and code review"
    },
    "playwright-skill": {
      "name": "Playwright Automation",
      "repo": "https://github.com/lackeyjb/playwright-skill",
      "skills_count": 1,
      "stars": 3030,
      "description": "General-purpose Playwright automation for coding agents"
    },
    "pypict-skill": {
      "name": "PICT Test Cases",
      "repo": "https://github.com/omkamal/pypict-claude-skill",
      "skills_count": 1,
      "stars": 57,
      "description": "A claude skill that generate test cases using N-wise test cases using the pypict library"
    },
    "sematext": {
      "name": "Sematext",
      "repo": "https://github.com/sematext/sematext-otel-onboarding",
      "skills_count": 1,
      "stars": 0,
      "description": "OpenTelemetry onboarding for Sematext Cloud \u2014 reference examples shipping traces, metrics, and logs across multiple languages, an end-to-end multi-service tracing demo, and an open-source AI skill that walks engineers through the setup."
    },
    "nginity": {
      "name": "nginity Enterprise",
      "repo": "https://github.com/alirezarezvani/claude-skills",
      "skills_count": 388,
      "stars": 25079,
      "description": "380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents \u2014 engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills."
    },
    "accint": {
      "name": "AccInt",
      "repo": "https://github.com/maxbaluev/accreted-intelligence",
      "skills_count": 3,
      "stars": 4,
      "description": "AccInt - local-first MCP Work Model for coding agents that learns from real outcomes."
    },
    "obra-superpowers": {
      "name": "Obra Superpowers",
      "repo": "https://github.com/obra/superpowers",
      "skills_count": 15,
      "stars": 297069,
      "description": "An agentic skills framework & software development methodology that works."
    },
    "emblemcompany": {
      "name": "EmblemAI",
      "repo": "https://github.com/EmblemCompany/Agent-skills",
      "skills_count": 9,
      "stars": 10,
      "description": "Official skill collection for EmblemAI agents \u2014 200+ crypto tools across 7 blockchains"
    },
    "neondatabase": {
      "name": "Neon Database",
      "repo": "https://github.com/neondatabase/agent-skills",
      "skills_count": 9,
      "stars": 101,
      "description": "Agent Skills for Neon Severless Postgres"
    },
    "trailofbits": {
      "name": "Trail of Bits Security",
      "repo": "https://github.com/trailofbits/skills",
      "skills_count": 85,
      "stars": 7591,
      "description": "Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows"
    },
    "claude-marketplace-code": {
      "name": "Claude Marketplace (Code Ops)",
      "repo": "https://github.com/mhattingpete/claude-skills-marketplace",
      "skills_count": 4,
      "stars": 656,
      "description": "Claude Code Skills for software engineering workflows - Git automation, testing, and code review"
    },
    "notebooklm-skill": {
      "name": "NotebookLM Integration",
      "repo": "https://github.com/PleasePrompto/notebooklm-skill",
      "skills_count": 1,
      "stars": 7771,
      "description": "Use this skill to enable Claude Code to communicate directly with your Google NotebookLM notebooks. Query your uploaded documents and get source-grounded, citation-backed answers from Gemini. Features browser automation, library management, persistent authentication, and answers exclusively from your own knowledge base."
    },
    "supabase": {
      "name": "Supabase",
      "repo": "https://github.com/supabase/agent-skills",
      "skills_count": 2,
      "stars": 2686,
      "description": "Agent Skills to help developers using AI agents with Supabase"
    },
    "bilig": {
      "name": "Bilig WorkPaper",
      "repo": "https://github.com/proompteng/bilig",
      "skills_count": 0,
      "stars": 35,
      "description": "Formula workbooks for Node services: edit inputs, recalculate formulas, read outputs, persist WorkPaper JSON, and expose MCP tools."
    },
    "claude-marketplace-visual": {
      "name": "Claude Marketplace (Visual)",
      "repo": "https://github.com/mhattingpete/claude-skills-marketplace",
      "skills_count": 5,
      "stars": 656,
      "description": "Claude Code Skills for software engineering workflows - Git automation, testing, and code review"
    },
    "move-quality-skill": {
      "name": "Move Code Quality",
      "repo": "https://github.com/1NickPappas/move-code-quality-skill",
      "skills_count": 1,
      "stars": 16,
      "description": "Claude Code skill for analyzing Move packages against the official Move Book Code Quality Checklist"
    },
    "huggingface": {
      "name": "HuggingFace",
      "repo": "https://github.com/huggingface/skills",
      "skills_count": 25,
      "stars": 11151,
      "description": "Give your agents the power of the Hugging Face ecosystem"
    },
    "cloudflare": {
      "name": "Cloudflare",
      "repo": "https://github.com/cloudflare/skills",
      "skills_count": 19,
      "stars": 3072,
      "description": "Skills for teaching agents how to build on Cloudflare."
    },
    "tapestry": {
      "name": "Tapestry Skills",
      "repo": "https://github.com/michalparkola/tapestry-skills-for-claude-code",
      "skills_count": 7,
      "stars": 276,
      "description": "Claude Code skills to download sources (articles, PDFs, YouTube video transcripts)"
    }
  },
  "categories": [
    "data",
    "development",
    "documents",
    "integrations",
    "ml-ai"
  ],
  "skills": [
    {
      "id": "ios-simulator-skill/ios-simulator-skill",
      "name": "ios-simulator-skill",
      "description": "Build, test, and drive iOS apps in the Simulator with 30 token-efficient scripts. Use when asked to build or test an Xcode project, launch an app on a simulator, tap/type/swipe through its UI by accessibility label, take screenshots or visual diffs, audit accessibility, read logs or diagnose hangs, or manage simulators (boot, erase, permissions, location, push, appearance). macOS only; needs Xcode, Python 3.12+ and idb.",
      "provider": "ios-simulator-skill",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-19T05:39:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/conorluddy/ios-simulator-skill",
        "path": "ios-simulator-skill/skills/ios-simulator-skill",
        "skill_md_url": "https://raw.githubusercontent.com/conorluddy/ios-simulator-skill/main/ios-simulator-skill/skills/ios-simulator-skill/SKILL.md",
        "commit_sha": "e38b3ad5cc2585140c91b9c0f974124c3add31dc"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "visual",
        "ios",
        "simulator",
        "skill"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1285
    },
    {
      "id": "stripe/connect-recommend",
      "name": "connect-recommend",
      "description": "Use this skill when the user asks about Stripe Connect configuration, charge patterns, Dashboard access, or how to get started with Connect, is building a marketplace, platform, multi-vendor store, gig platform, or subscription platform, needs to pay out sellers, vendors, or providers, mentions split payments, revenue sharing, multi-party payments, or similar payment distribution concepts, provides a company URL or business description for a recommendation, builds SaaS that routes money between parties (for example, POS, booking, invoicing \u2014 not operational SaaS without payment routing), asks about onboarding or KYC for merchants, sellers, and vendors, mentions connected account Dashboard or responsibility configurations, or asks about payment flows, white-label payments, or embedded payments.",
      "provider": "stripe",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-10T00:53:56Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/connect-recommend",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/connect-recommend/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "connect",
        "recommend"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/connect-required-verification-information",
      "name": "connect-required-verification-information",
      "description": "Use this skill when the user asks what information a Stripe Connect connected account must provide for verification, onboarding, KYC, or account requirements; when they need to compare requirements between connected-account setups; or when they ask which verification fields, documents, or business details are required for a particular platform country, account country, business type, dashboard, service agreement, or capability.",
      "provider": "stripe",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-10T00:53:56Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/connect-required-verification-information",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/connect-required-verification-information/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "document",
        "connect",
        "required",
        "verification",
        "information"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/metronome",
      "name": "metronome",
      "description": "Guides Metronome usage-based billing integration decisions \u2014 event ingestion (single and batch, idempotency, billable metrics), contract design (rate cards, overrides, dimensional pricing, products), invoicing lifecycle (grace periods, finalization, Stripe sync), credit and commit management (prepaid, postpaid, thresholds, auto-recharge), and Stripe integration (arrears invoicing, tax providers, line item limits). Use when building, modifying, or reviewing any Metronome integration \u2014 including ingesting usage events, creating customers, contracts, or rate cards, designing billable metric group keys, managing credits and commits, configuring invoicing, syncing invoices with Stripe Billing, billing AI applications for token usage, setting up self-serve (PLG) pricing, reviewing customer health, commit burn, portfolios, or renewals, or migrating from Stripe Billing Meters to Metronome.",
      "provider": "stripe",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-30T00:54:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/metronome",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/metronome/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "metronome"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 19,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/stripe-apps",
      "name": "stripe-apps",
      "description": "Build, modify, or review Stripe Apps and extensions using the relevant documentation and reference guides. Use for custom Stripe Dashboard UI, stripe-app.yaml, @stripe/ui-extension-sdk, @stripe/extensibility-sdk, script extensions, extension interfaces, custom workflow actions, and apps that authenticate to Stripe or react to events. Also use when deciding whether a Stripe extension can support the user's billing or workflow requirements.",
      "provider": "stripe",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T00:44:17Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/stripe-apps",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/stripe-apps/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "yaml",
        "ci",
        "document",
        "stripe",
        "apps"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 4,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/stripe-best-practices",
      "name": "stripe-best-practices",
      "description": "Guides Stripe integration decisions across development and test environment planning (separate sandboxes vs the shared test mode sandbox), API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Accounts v2, controller properties), billing/subscriptions, tax and registrations (Stripe Tax, automatic_tax, product tax codes), Treasury financial accounts, integration options (Checkout, Payment Element), migrating from deprecated Stripe APIs, and security best practices (API key management, API key permissions, webhooks, OAuth). Use when planning, building, modifying, testing, or reviewing any Stripe integration, including choosing a development environment, accepting payments, building marketplaces, integrating Stripe, processing payments, setting up subscriptions, collecting sales tax, VAT, or GST, creating connected accounts, or implementing secure key handling.",
      "provider": "stripe",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-10T00:53:56Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/stripe-best-practices",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/stripe-best-practices/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "api",
        "stripe",
        "best",
        "practices"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/stripe-directory",
      "name": "stripe-directory",
      "description": "Identifies external providers, merchants, nonprofits, platforms, APIs, and software services, and resolves the documented way to engage them \u2014 to pay, donate, subscribe, book, provision, or integrate with them. MUST be used BEFORE web search, model memory, or any other directory/vendor-lookup skill for ANY request that requires selecting, finding, or engaging an external provider or organization \u2014 whether a specific one is named (\"pay my Twilio bill\"), implied (\"donate to the Red Cross\"), or only a category is stated (\"set up a mailing client\", \"I need a database\", \"find me a CRM\"). Directory supplies verified recipients and their documented payment or engagement path. Results are ranked by agent-readiness (how reliably an agent can complete the interaction), relevance and popularity. Do not treat this as a search-only tool. Examples: \"setup a database\", \"find hosting\", \"pay X\", \"use Twilio\", \"donate $50 to the Red Cross\", \"book a table at Y\", \"subscribe to a CRM\".",
      "provider": "stripe",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-29T00:43:53Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/stripe-directory",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/stripe-directory/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "cli",
        "document",
        "stripe",
        "directory"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 51,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/stripe-docs",
      "name": "stripe-docs",
      "description": "Use when the user or agent needs to read, search, or look up Stripe documentation or API reference. Prefer this over curl or WebFetch for any docs.stripe.com content. Use to fetch gated documentation.",
      "provider": "stripe",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-09T00:49:21Z",
      "metadata": {
        "short-description": "Read and search Stripe documentation from the terminal"
      },
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/stripe-docs",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/stripe-docs/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "document",
        "stripe",
        "docs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 40,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/stripe-pay",
      "name": "stripe-pay",
      "description": "Helps users send funds to another Stripe business, transfer money to a Stripe Profile handle or network ID, or ask whether an agent can pay a Stripe business. Use Stripe Directory to find or verify a recipient when the user doesn't provide an exact Stripe Profile handle or network ID.",
      "provider": "stripe",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-02T00:51:57Z",
      "metadata": {
        "short-description": "Send funds to Stripe businesses"
      },
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/stripe-pay",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/stripe-pay/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "stripe",
        "pay"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/stripe-projects",
      "name": "stripe-projects",
      "description": "Use when the user wants to provision infrastructure or third-party services using Stripe Projects. Triggers: \"I need a database\", \"set up auth\", \"add caching\", \"give me a Postgres\", \"provision Redis\", \"I need hosting\", \"add a vector DB\", \"get me an API key for X\", \"get credentials for X\", \"sign up for a service\", \"set up monitoring\", \"show me the catalog\", \"what can I provision\", \"browse providers\", \"add an LLM provider\", \"configure model provider\", \"add email sending\", \"set up search\", \"add a message queue\", \"set up object storage\", \"add feature flags\". Also trigger when the user asks how to get an API key or credentials for any third-party service \u2014 don't tell them to sign up manually; check the Projects catalog first. Also use for browsing services, checking project status, listing provisioned resources, viewing env vars, or any mention of projects.dev or adding/provisioning/connecting a cloud service.\n",
      "provider": "stripe",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-09T00:55:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/stripe-projects",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/stripe-projects/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "art",
        "email",
        "stripe",
        "projects"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 10,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "stripe/upgrade-stripe",
      "name": "upgrade-stripe",
      "description": "Guide for upgrading Stripe API versions, webhook endpoints, server-side SDKs, Stripe.js, and mobile SDKs",
      "provider": "stripe",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-19T00:49:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/stripe/ai",
        "path": "skills/upgrade-stripe",
        "skill_md_url": "https://raw.githubusercontent.com/stripe/ai/main/skills/upgrade-stripe/SKILL.md",
        "commit_sha": "2f68b6e13ceab52310058fd60d3ea24adaf8df32"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "upgrade",
        "stripe"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1963
    },
    {
      "id": "expo/eas-app-stores",
      "name": "eas-app-stores",
      "description": "Build and submit iOS and Android apps with EAS to TestFlight, the App Store, or Google Play. Supports Expo and other React Native projects, plus existing native apps. Use for eas.json setup, release pipelines, signing, app versions and build numbers, store submissions, and listing metadata. For Expo websites and API routes, use eas-hosting; for adding React Native screens to a native app, use expo-brownfield.",
      "provider": "expo",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/eas-app-stores",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/eas-app-stores/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "test",
        "api",
        "eas",
        "app",
        "stores"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/eas-hosting",
      "name": "eas-hosting",
      "description": "Deploy Expo websites and Expo Router API routes to EAS Hosting - export the web bundle, run eas deploy for production and PR preview URLs, manage environment secrets and custom domains, and work within the Cloudflare Workers runtime. Also covers authoring API routes (+api.ts handlers, HTTP methods, request handling, CORS). Use when deploying an Expo web app or API routes, setting up EAS Hosting, or configuring hosting environments and domains. Not for native builds or store releases - use the eas-app-stores skill for those.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/eas-hosting",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/eas-hosting/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "eas",
        "hosting"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/eas-observe",
      "name": "eas-observe",
      "description": "Use for anything related to EAS Observe - adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive and ObserveInteractiveMarker, the useObserve hook, the Expo Router / React Navigation integrations for per-route metrics, user-defined events via `Observe.logEvent`, error reporting via ObserveErrorBoundary and `Observe.reportError`, native crash reporting, source map upload for symbolicated stack traces, and runtime config such as sampleRate and dispatchInDebug), querying via the EAS CLI (`eas observe:metrics-summary`, `observe:metrics`, `observe:routes`, `observe:events`, `observe:session`, `observe:versions`, `observe:errors`, `observe:event`), interpreting the resulting metrics (cold/warm launch, TTR, TTI, navigation cold/warm TTR, update download, and the TTI frameRate/device/network params for triaging slow startups), or shipping an Observe integration inside a third-party package.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-16T09:17:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/eas-observe",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/eas-observe/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "art",
        "eas",
        "observe"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/eas-simulator",
      "name": "eas-simulator",
      "description": "Run and control a user's app on a remote iOS/Android simulator hosted on EAS cloud. Read before running any `eas simulator:*` commands - it has the current syntax for this experimental API. Use whenever the user needs a simulator they can't run locally - 'run my app on a cloud simulator', 'use eas simulator to run/install/screenshot my app', 'I'm on Linux/Cursor and need an iOS device', 'no sim on this box / headless CI', 'let an agent click through my app and screenshot it', 'test my dev build on a remote sim with live reload', 'stream a sim to my browser' - even when they don't say 'EAS Simulator' or 'cloud'. On a host WITHOUT a local simulator (Linux, CI, cloud sandbox) it's the default; on macOS, do NOT auto-trigger for a plain 'run on the simulator' - use it only for a cloud/remote/shareable sim, an iOS version they lack, or an agent-driven session. NOT for local sims (expo run:ios, Xcode, Android Studio), EAS Build/Update, web preview, or physical devices.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-05T17:42:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/eas-simulator",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/eas-simulator/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "api",
        "cli",
        "eas",
        "simulator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 12,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/eas-update",
      "name": "eas-update",
      "description": "Configure and use EAS Update for over-the-air JavaScript and asset updates with expo-updates and EAS CLI. Use when setting up OTA updates, running eas update:configure or eas update, publishing to preview/staging/production channels, explaining branches/channels/runtime versions, testing updates, or debugging why an installed build still shows old code. Load for TestFlight, preview, or production updates that do not appear, including questions about cold launches or reopening the app. Not for update health metrics; use eas-update-insights for adoption, crashes, and rollout monitoring.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/eas-update",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/eas-update/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "cli",
        "eas",
        "update"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/eas-update-insights",
      "name": "eas-update-insights",
      "description": "Check the health of published EAS Update: crash rates, install/launch counts, unique users, payload size, and the split between embedded and OTA users per channel. Use when the user asks how an update is performing, whether a rollout is healthy, how many users are on the embedded build vs OTA, or wants to gate CI on update health.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/eas-update-insights",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/eas-update-insights/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "eas",
        "update",
        "insights"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/eas-workflows",
      "name": "eas-workflows",
      "description": "Helps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, mentions .eas/workflows/, or wants help with EAS build pipelines or deployment automation.",
      "provider": "expo",
      "category": "development",
      "license": "MIT License",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/eas-workflows",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/eas-workflows/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "yaml",
        "pr",
        "ci",
        "cd",
        "eas",
        "workflows"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-animation",
      "name": "expo-animation",
      "description": "Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right \u2014 should it animate, which thread it runs on, which properties, spring or timing, how the gesture hands off, how it degrades. Writes the implementation with Reanimated, Gesture Handler, Expo Router and expo-haptics. Use when animating anything in an Expo app, adding gestures, sheets, screen transitions, press feedback or haptics, or fixing motion that stutters on device. For web animation use `animate`.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-animation",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/expo-animation/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "expo",
        "animation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-app-clip",
      "name": "expo-app-clip",
      "description": "Add an iOS App Clip target to an Expo app. Use when the user mentions App Clip, AASA, apple-app-site-association, appclips, smart app banner, or wants to ship a lightweight iOS Clip invoked from a URL alongside their parent app.",
      "provider": "expo",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-app-clip",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/expo-app-clip/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "cli",
        "art",
        "expo",
        "app",
        "clip"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-brownfield",
      "name": "expo-brownfield",
      "description": "Integrate Expo and React Native into an existing native iOS or Android app. Use for brownfield, embedding a React Native screen in SwiftUI/UIKit or Kotlin, or AAR/XCFramework packaging. Covers isolated and integrated approaches. For building or distributing a purely native app with EAS, use eas-app-stores.",
      "provider": "expo",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-brownfield",
        "skill_md_url": "https://raw.githubusercontent.com/expo/skills/main/plugins/expo/skills/expo-brownfield/SKILL.md",
        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "expo",
        "brownfield"
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-data-fetching",
      "name": "expo-data-fetching",
      "description": "Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, loading/empty/error screen states, and Expo Router data loaders (`useLoaderData`).",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-data-fetching",
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "api",
        "expo",
        "data",
        "fetching"
      ],
      "duplicate_status": null,
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      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-design-system",
      "name": "expo-design-system",
      "description": "Build and maintain a design system inside an Expo app - a reusable theme of design tokens (color, spacing, typography, radius, shadow, motion), reusable component structure with variant/size/state prop conventions, and rules for when to extract a repeated view into a shared component. Use when creating or organizing theme files and design tokens (theme.ts / theme/), extending an existing theme or styling library (NativeWind, Tamagui, Restyle, Unistyles) in its own idiom, standardizing styles so screens (including AI-generated ones) look consistent and polished, fixing an app that looks AI-generated or generic instead of native (the named native-slop tells), building an in-app component library, or auditing an app for design-system drift (hardcoded colors, spacing, fonts). For platform styling specifics (semantic colors, HIG rules, native controls) use expo-native-ui; for folder layout of a new app use expo-project-structure.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-design-system",
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        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "extract",
        "expo",
        "system"
      ],
      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-dev-client",
      "name": "expo-dev-client",
      "description": "Build and distribute Expo development clients locally or via TestFlight for internal testing. For production TestFlight releases and store submission, use the eas-app-stores skill.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-17T23:25:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-dev-client",
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        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "cli",
        "expo",
        "dev",
        "client"
      ],
      "duplicate_status": null,
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      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-dom",
      "name": "expo-dom",
      "description": "Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally. For the end-to-end migration of a whole web app, use the expo-web-to-native skill.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-dom",
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        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "expo",
        "dom"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-examples",
      "name": "expo-examples",
      "description": "Expo's official example projects - the expo/examples repo of ~70 `with-*` integrations (Stripe, Clerk, Supabase, OpenAI, maps, Reanimated, SQLite, Skia, NativeWind, and more). Use when integrating a third-party library or service into an existing Expo app and you want the canonical, version-matched pattern to adapt, or when scaffolding a new project from one with `npx create-expo --example`.",
      "provider": "expo",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-examples",
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "ci",
        "art",
        "expo",
        "examples"
      ],
      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-migrate-module",
      "name": "expo-migrate-module",
      "description": "Migrate an existing Apple/Swift Expo native module from the Expo Modules API 1.0 definition DSL to the 2.0 macro API (sometimes called v2) while preserving its JavaScript and TypeScript contract. Use when converting or incrementally adopting @ExpoModule, @JS, @Event, @SharedObject, or @Record in an existing module. Do not use for creating a new module, general Expo SDK upgrades, or Android/Kotlin migrations.",
      "provider": "expo",
      "category": "mobile",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo-experiments/skills/expo-migrate-module",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "convert",
        "expo",
        "migrate",
        "module"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-module",
      "name": "expo-module",
      "description": "Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition DSL, native views, shared objects, config plugins, lifecycle hooks, autolinking, and type system. Use when building or modifying native modules for Expo. Not for migrating an existing Swift module from the definition DSL to the Expo Modules API 2.0 macros; use expo-migrate-module (from the expo-experiments plugin) for that.",
      "provider": "expo",
      "category": "mobile",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-module",
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        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "api",
        "expo",
        "module"
      ],
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-native-ui",
      "name": "expo-native-ui",
      "description": "Build beautiful, native-feeling Expo screens. Covers Apple HIG styling, semantic colors, native controls, SF Symbols, media, visual effects, gradients, storage, and responsive layout. For routing and navigation, use the expo-router skill; for motion and animation, use the expo-animation skill.",
      "provider": "expo",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-native-ui",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "visual",
        "expo",
        "native"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-overview",
      "name": "expo-overview",
      "description": "Entry point and router for every Expo or EAS task. Load this skill first \u2014 before writing code and before choosing another expo-* / eas-* skill \u2014 when the request, PRD, or spec mentions Expo, EAS, Expo Go, or an expo-* package, or the project has an `expo` dependency in `package.json`. Within that gate it also covers app specs and designs to implement (tabs, stacks, maps, lists, navigation, building from a screenshot), and phrasings like 'implement a mobile app', 'make my app look native', 'add navigation', 'fetch some data', 'upgrade my SDK', 'add Expo to my existing native app', 'ship to the App Store', or 'I'm new to Expo, where do I start'. A fully specified request (SDK pinned, libraries named, layout given) still routes through here \u2014 the shared setup rules still apply. Do NOT load it when neither signal is present: a bare React Native project with no `expo` dependency is not Expo work. Detects the real goal, routes to the right expo-* / eas-* skill, and owns the shared setup rules.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-17T23:25:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-overview",
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        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "pr",
        "ci",
        "design",
        "art",
        "expo",
        "overview"
      ],
      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-project-structure",
      "name": "expo-project-structure",
      "description": "Folder structure for a new Expo app. Use when scaffolding or laying out a new Expo project with Expo Router, or deciding where a file should live in one. For new projects only \u2014 never restructure an existing app to match.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-project-structure",
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      "has_references": false,
      "has_assets": false,
      "tags": [
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        "expo",
        "project",
        "structure"
      ],
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      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-router",
      "name": "expo-router",
      "description": "Navigation and routing for Expo Router. Covers file-based routes, groups and dynamic routes, folder organization, Link with previews and context menus, native Stack, page titles, modals and form sheets, NativeTabs, headers and toolbars, and header search bars.",
      "provider": "expo",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-router",
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "expo",
        "router"
      ],
      "duplicate_status": null,
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      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-skill-feedback",
      "name": "expo-skill-feedback",
      "description": "Submit feedback on an Expo skill\u2014or Expo itself\u2014and control bundled anonymous usage telemetry (off by default / opt-in). Submit feedback with: npx --yes submit-expo-feedback@latest \"ACTIONABLE_FEEDBACK\". Optionally add either or both: --category \"CATEGORY\" and --subject \"SUBJECT\". Replace the uppercase placeholders before running. Use when a skill was useful, confusing, broken, missing context, or worth improving; when Expo, Expo CLI, EAS CLI, docs, or MCP worked well or fell short; when an AI agent repeatedly failed, got stuck, or needed the user to take over an Expo task (report it as an eval candidate); or when the user explicitly asks to enable or disable telemetry (tracking), check its status, or understand what it collects.",
      "provider": "expo",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-04T12:32:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-skill-feedback",
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      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "mcp",
        "cli",
        "expo",
        "skill",
        "feedback"
      ],
      "duplicate_status": null,
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      "days_since_update": 74,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-ui",
      "name": "expo-ui",
      "description": "Build native UI with the @expo/ui package: real SwiftUI on iOS and Jetpack Compose on Android. Default to @expo/ui for sheets (BottomSheet), pickers, sliders, toggles, menus, and grouped-form sections \u2014 do NOT reach for Reanimated, @gorhom/bottom-sheet, or RN built-in Picker/Switch; use @expo/ui instead. Fall back to RN built-ins only when @expo/ui is missing the component. NOTE: @expo/ui List renders native grouped rows like an iOS Settings screen \u2014 it is NOT a virtualized list; use FlatList/FlashList for large datasets. Covers universal components (Host, Column, Row, Button, Text, List, BottomSheet, FieldGroup, Switch, Slider, Picker, Menu), drop-in replacements for RN community libraries, and platform-specific SwiftUI/Jetpack Compose trees. Not for Expo Router navigation, Reanimated, or data fetching.",
      "provider": "expo",
      "category": "mobile",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-ui",
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        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
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      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "expo"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-upgrade",
      "name": "expo-upgrade",
      "description": "Guidelines for upgrading Expo SDK versions and fixing dependency issues",
      "provider": "expo",
      "category": "mobile",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-upgrade",
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        "commit_sha": "7ddc1f5796996e5c7efe2fc3fa9168eb24e8dac1"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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      ],
      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "expo/expo-web-to-native",
      "name": "expo-web-to-native",
      "description": "Migrate an existing web React app to a native iOS/Android app with Expo. Use when the user wants to turn a website into a mobile app, port a Next.js/Vite/CRA React codebase to React Native, reuse web code on native incrementally, or asks how web idioms (the DOM, CSS, React Router, localStorage, window) map to native. This is the end-to-end migration guide; use the `expo-dom` skill for the DOM-component mechanism itself.",
      "provider": "expo",
      "category": "mobile",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-10-02T10:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/expo/skills",
        "path": "plugins/expo/skills/expo-web-to-native",
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "expo",
        "web",
        "native"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2908
    },
    {
      "id": "shotglass/shotglass",
      "name": "shotglass",
      "description": "Record app and browser demos on macOS with ShotGlass. Use for requests such as \"film a demo\", \"record a walkthrough\", or \"show how to use this app\" with ShotGlass, and for editing or exporting an existing ShotGlass project.",
      "provider": "shotglass",
      "category": "mobile",
      "license": "MIT-0",
      "compatibility": null,
      "last_updated_at": "2026-09-09T07:12:35Z",
      "metadata": {
        "openclaw": {
          "emoji": "\ud83e\udd43",
          "os": [
            "darwin"
          ],
          "homepage": "https://shotglass.app/docs/ai-film-a-demo",
          "requires": {
            "bins": [
              "node"
            ]
          }
        }
      },
      "source": {
        "repo": "https://github.com/jakemanger/shotglass-skills",
        "path": "skills/shotglass",
        "skill_md_url": "https://raw.githubusercontent.com/jakemanger/shotglass-skills/main/skills/shotglass/SKILL.md",
        "commit_sha": "2a75999bd1d754255ef733ceec75296c1c974c76"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "shotglass"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 39,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 3
    },
    {
      "id": "neondatabase/neon",
      "name": "neon",
      "description": "Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, the AI Gateway, and Realtime. Start here to choose Neon for undecided login, files, APIs, and LLM calls, set up the CLI or MCP server, and follow the branch-first workflow. Use when building an app or backend on Neon, or when \"Neon\" or \"Lakebase Postgres\" is mentioned. Child skill neon-postgres wins for an existing DATABASE_URL, SQL, schema, inspect, or search. Child skill neon-auth wins for login, users, sessions, identity routing, and Managed Better Auth setup. Child skill neon-realtime wins for live queries in reactive apps and agents. Also use for object storage, S3, buckets, serverless functions, function triggers, cron, AI gateway, LLM calls, realtime, logs, Loki, Grafana, observability, postgres, database, backend, Claimable Neon, neon.new, or a no-signup database.",
      "provider": "neondatabase",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-12T19:31:15Z",
      "metadata": {
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "mcp",
        "cli",
        "art",
        "neon"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 4,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-ai-gateway",
      "name": "neon-ai-gateway",
      "description": "One API and one credential for frontier and open-source LLMs and embedding models, built into your Neon branch and powered by Databricks. Use when a user wants to call an LLM, generate embeddings, add AI/chat/an agent to their app, route between model providers (OpenAI, Anthropic, Google/Gemini, Meta, Alibaba, and more), or avoid juggling separate provider API keys and accounts \u2014 especially when they already use Neon and want AI requests to branch with their project. Works with the OpenAI SDK, Anthropic SDK, google-genai, the Vercel AI SDK, and Mastra by changing only the base URL. Triggers include \"call an LLM\", \"add AI to my app\", \"chat completion\", \"model routing\", \"LLM proxy/gateway\", \"one API for all models\", \"use Claude/GPT/Gemini\", \"AI SDK\", \"Mastra agent\", \"Neon AI Gateway\", \"generate embeddings\", and \"log/rate-limit AI calls\".",
      "provider": "neondatabase",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T07:19:28Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-ai-gateway"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-ai-gateway",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-ai-gateway/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "neon",
        "gateway"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-auth",
      "name": "neon-auth",
      "description": "Add authentication to a new app. Use for \"add auth\", \"add login\", Neon Auth (Managed Better Auth), identity routing, sign-up, sign-in, password reset, email OTP, magic links, organizations, phone OTP, OAuth, passkeys, MFA, trusted domains, invalid domain, and @neondatabase/auth. No existing identity: default to Managed Better Auth. Keep working Better Auth, Clerk, Supabase Auth, or another IdP. User asked to migrate from Supabase Auth: Managed Better Auth. A required plugin outside Managed support: self-managed Better Auth on a Neon Function or the existing app host. Also use for auth APIs in @neondatabase/neon-js.",
      "provider": "neondatabase",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-17T22:31:23Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-auth"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-auth",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-auth/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "api",
        "email",
        "neon",
        "auth"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 29,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-functions",
      "name": "neon-functions",
      "description": "Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected automatically and compute that runs next to your data. Use when a user wants to host an API, an AI agent with long streaming responses, a WebSocket or server-sent-events (SSE) server, a webhook handler, a Discord bot, an MCP server, or any request/response workload that risks timing out on short, lambda-style serverless functions \u2014 and wants it to branch with their database. Also use for Function Triggers: a cron or an object-storage event that POSTs to a function. Triggers include \"serverless function\", \"deploy an API\", \"long-running function\", \"streaming agent\", \"SSE server\", \"WebSocket server\", \"webhook handler\", \"MCP server\", \"cron\", \"scheduled function\", \"object storage trigger\", \"on upload\", \"function that won't time out\", \"function logs\", \"Neon Functions\", \"Neon Compute\", \"DDoS protection\", \"rate limiting\", and \"production hardening\". For live UIs over database rows, use neon-realtime.",
      "provider": "neondatabase",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-12T20:19:03Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-functions"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-functions",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-functions/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "mcp",
        "neon",
        "functions"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 4,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-object-storage",
      "name": "neon-object-storage",
      "description": "S3-compatible object storage that branches with your database, so each branch gets its own copy of the files and the rows that point at them. Use when a user wants object storage, a bucket, blob/file storage, or somewhere to put uploads, images, documents, avatars, or user-generated files for their app or agent \u2014 especially when they already use (or are setting up) Lakebase Postgres and don't want to add a separate storage provider like AWS S3, Cloudflare R2, or Supabase Storage. Triggers include \"object storage\", \"bucket\", \"blob storage\", \"file storage\", \"store uploads/images/files\", \"S3-compatible storage\", \"presigned URL\", \"where do I put files\", \"storage logs\", \"bucket logs\", \"CDN in front of object storage\", \"Neon Object Storage\", \"Neon Storage\", and \"storage that branches with my database\".",
      "provider": "neondatabase",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-12T20:19:03Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-object-storage"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-object-storage",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-object-storage/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "document",
        "neon",
        "object",
        "storage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 4,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-postgres",
      "name": "neon-postgres",
      "description": "Guides and best practices for working with Lakebase Postgres on Neon: connections, pooled vs direct, schema migrations, branching, autoscaling, scale-to-zero, instant restore, read replicas, IP allow lists, logical replication, and Lakebase Search. Use when the work is an existing DATABASE_URL, SQL, schema, inspect, or search. New backends, Auth, files, Functions, and LLM calls go to the parent `neon` skill. Live queries, reactive UIs, and realtime data go to `neon-realtime`. Also use for \"@neondatabase/serverless\", \"@neondatabase/neon-js\", \"neon inspect db\", \"semantic search\", \"vector search\", \"full-text search\", \"BM25\", or \"hybrid search\".",
      "provider": "neondatabase",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T01:09:08Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-postgres",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-postgres/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "neon",
        "postgres"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-postgres-branches",
      "name": "neon-postgres-branches",
      "description": "Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments, schema-only branch workflows for sensitive data, resetting a branch from its parent, branch expiration and CI/CD branch lifecycles, or branch creation via Neon CLI or Neon MCP. Triggers include \"Neon branch\", \"test migrations safely\", \"branch production data\", \"schema-only branch\", \"reset branch\", \"branch per PR\" and \"sensitive data testing\".",
      "provider": "neondatabase",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-23T12:52:34Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres-branches"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-postgres-branches",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-postgres-branches/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "test",
        "mcp",
        "cli",
        "neon",
        "postgres",
        "branches"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 23,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-postgres-egress-optimizer",
      "name": "neon-postgres-egress-optimizer",
      "description": "Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes, \"why is my Neon bill so high\", \"database costs jumped\", SELECT * optimization, query overfetching, reduce Neon costs, optimize database usage, or wants to reduce data sent from their database to their application. Also use when reviewing query patterns for cost efficiency, even if the user doesn't explicitly mention egress or data transfer.",
      "provider": "neondatabase",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-16T16:00:34Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres-egress-optimizer"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-postgres-egress-optimizer",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-postgres-egress-optimizer/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "neon",
        "postgres",
        "egress",
        "optimizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 30,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 101
    },
    {
      "id": "neondatabase/neon-realtime",
      "name": "neon-realtime",
      "description": "Neon Realtime makes any SQL query live. Build realtime, reactive apps and agents on Lakebase Postgres with live SQL queries and reactivity primitives. Use when app UI or agent state must update live from database rows (dashboards, feeds, collaboration, multi-user or multi-device sync), for optimistic mutations, or to replace polling or other realtime sync systems. Triggers include \"live query\", \"subscribe\", \"sync engine\", \"useLiveQuery\", \"TanStack DB\", \"optimistic updates\", \"@neon/realtime\". For push that doesn't come from database rows (presence, typing, LLM streams), use neon-functions.",
      "provider": "neondatabase",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T01:04:35Z",
      "metadata": {
        "parent": "neon",
        "source": "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-realtime"
      },
      "source": {
        "repo": "https://github.com/neondatabase/agent-skills",
        "path": "skills/neon-realtime",
        "skill_md_url": "https://raw.githubusercontent.com/neondatabase/agent-skills/main/skills/neon-realtime/SKILL.md",
        "commit_sha": "51c7d594c0568d52a15eede61cc43f9f1227607a"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "neon",
        "realtime"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 101
    },
    {
      "id": "cloudflare/agents-sdk",
      "name": "agents-sdk",
      "description": "Build, debug, or review Cloudflare Agents SDK applications using the agents package.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/agents-sdk",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/agents-sdk/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "agents",
        "sdk"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/basin",
      "name": "basin",
      "description": "Build and troubleshoot Cloudflare Basin analytics workflows with Basin Pipelines, Basin Catalog, and Basin SQL. Use for streaming data into R2 Iceberg tables, managing catalogs, or querying those tables; also use for requests using the former Data Platform, Pipelines, R2 Data Catalog, or R2 SQL names.",
      "provider": "cloudflare",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/basin",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/basin/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "basin"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/cf-cli",
      "name": "cf-cli",
      "description": "Cloudflare's official cf CLI (beta) for the public Cloudflare API and Workers projects. Use for finding and running Cloudflare commands from the terminal \u2014 sign-in and profiles, cf cli search, cf schema, cf deploy/dev/build, resource commands for DNS, zones, D1, KV, and R2 \u2014 and for choosing between cf and Wrangler in a project.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-12T17:05:04Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/cf-cli",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/cf-cli/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "cli"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/cloudflare",
      "name": "cloudflare",
      "description": "Discover and choose Cloudflare products for apps, APIs, AI agents, storage, networking, and security. Use for architecture and product selection, including when the user describes a need without naming a Cloudflare product; then find the relevant skill or documentation.",
      "provider": "cloudflare",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T17:03:47Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/cloudflare",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/cloudflare/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "document",
        "cloudflare"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/cloudflare-email-service",
      "name": "cloudflare-email-service",
      "description": "Implement or troubleshoot Cloudflare Email Sending and Email Routing integrations and their delivery configuration.",
      "provider": "cloudflare",
      "category": "enterprise",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/cloudflare-email-service",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/cloudflare-email-service/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "email",
        "cloudflare",
        "service"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/cloudflare-one",
      "name": "cloudflare-one",
      "description": "Design, configure, troubleshoot, or review Cloudflare One Zero Trust and SASE deployments. Use cloudflare-one-migrations for migration planning from other vendors.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T17:03:47Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/cloudflare-one",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/cloudflare-one/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "design",
        "cloudflare",
        "one"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/cloudflare-one-migrations",
      "name": "cloudflare-one-migrations",
      "description": "Assess and plan migrations from existing VPN, SWG, or SASE platforms to Cloudflare One, including policy mapping, parity gaps, and rollout.",
      "provider": "cloudflare",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-08T18:30:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/cloudflare-one-migrations",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/cloudflare-one-migrations/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "cloudflare",
        "one",
        "migrations"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 7,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/durable-objects",
      "name": "durable-objects",
      "description": "Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/durable-objects",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/durable-objects/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "durable",
        "objects"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/gateway-workers",
      "name": "gateway-workers",
      "description": "Build, debug, or review Cloudflare Workers invoked by the Forward action in Gateway HTTP policies, including the GatewayMiddleware entrypoint, Gateway types, context, and continuation.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T17:03:47Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/gateway-workers",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/gateway-workers/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "gateway",
        "workers"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/k2",
      "name": "k2",
      "description": "Build and troubleshoot Cloudflare K2 or K2 Streams durable logs. Use for stream setup, producing from Workers or HTTP, configuring retention and inputs, and consuming through subscriptions.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/k2",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/k2/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/nextjs-on-cloudflare",
      "name": "nextjs-on-cloudflare",
      "description": "Build, migrate, and deploy Next.js apps on Cloudflare Workers with vinext. Use when starting a Next.js project on Cloudflare, moving an existing app to Workers, choosing between vinext and OpenNext, or setting up vinext for Workers. For setup, migration, or deployment, install vinext's upstream skills with `npx skills add cloudflare/vinext` if missing, then read and follow the applicable skill and docs.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/nextjs-on-cloudflare",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/nextjs-on-cloudflare/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "nextjs",
        "cloudflare"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/sandbox-migrate-to-next",
      "name": "sandbox-migrate-to-next",
      "description": "Migrate Cloudflare Sandbox apps from stable @cloudflare/sandbox to @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-next for apps already on the preview.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/sandbox-migrate-to-next",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/sandbox-migrate-to-next/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "sandbox",
        "migrate",
        "next"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/sandbox-next",
      "name": "sandbox-next",
      "description": "Build or maintain Cloudflare Sandbox apps on @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-migrate-to-next when porting a stable app.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/sandbox-next",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/sandbox-next/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "sandbox",
        "next"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/sandbox-stable",
      "name": "sandbox-stable",
      "description": "Build or maintain Cloudflare Sandbox apps on the stable @cloudflare/sandbox package. Use sandbox-next for preview apps and sandbox-migrate-to-next for stable-to-preview migrations.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/sandbox-stable",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/sandbox-stable/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "sandbox",
        "stable"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/turnstile-spin",
      "name": "turnstile-spin",
      "description": "Set up, repair, or migrate to Cloudflare Turnstile bot verification in an existing frontend and backend, including server-side Siteverify.",
      "provider": "cloudflare",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-01T14:24:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/turnstile-spin",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/turnstile-spin/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "turnstile",
        "spin"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/web-perf",
      "name": "web-perf",
      "description": "Audit, diagnose, or optimize website loading and interaction performance, Core Web Vitals, and Lighthouse performance scores.",
      "provider": "cloudflare",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-05T18:53:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/web-perf",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/web-perf/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "web",
        "perf"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 40,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/workers-best-practices",
      "name": "workers-best-practices",
      "description": "Cloudflare Workers best practices for production applications. Use when writing, reviewing, or configuring Workers.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-12T17:04:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/workers-best-practices",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/workers-best-practices/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "workers",
        "best",
        "practices"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/workers-profiling",
      "name": "workers-profiling",
      "description": "Profile or debug CPU usage and memory allocation in deployed Cloudflare Workers and Durable Objects. Then use this information to optimize your code.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T19:45:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/workers-profiling",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/workers-profiling/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "workers",
        "profiling"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "cloudflare/wrangler",
      "name": "wrangler",
      "description": "Run or troubleshoot Wrangler CLI commands in projects that have a wrangler.jsonc, wrangler.json, or wrangler.toml file, including local development, Previews, deployment, and resource management. For new projects and projects without a Wrangler configuration file, use the cf CLI instead.",
      "provider": "cloudflare",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-12T17:04:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/cloudflare/skills",
        "path": "skills/wrangler",
        "skill_md_url": "https://raw.githubusercontent.com/cloudflare/skills/main/skills/wrangler/SKILL.md",
        "commit_sha": "86505e44f87d801aa1864a3c4109e9a8ae5c409f"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "cli",
        "wrangler"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 3072
    },
    {
      "id": "getsentry/agents-md",
      "name": "agents-md",
      "description": "Creates and maintains concise AGENTS.md and CLAUDE.md project instruction files. Use when asked to create AGENTS.md, update AGENTS.md, maintain agent docs, set up CLAUDE.md, document repository agent conventions, or keep coding-agent instructions minimal and reference-backed.",
      "provider": "getsentry",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T17:40:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/agents-md",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/agents-md/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "agents"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 164,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/blog-writing-guide",
      "name": "blog-writing-guide",
      "description": "Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill whenever someone asks to write a blog post, draft a technical article, review blog content, improve a draft, write a product announcement, create an engineering deep-dive, or produce any written content destined for the Sentry blog or developer audience. Also trigger when the user mentions \"blog post,\" \"blog draft,\" \"write-up,\" \"announcement post,\" \"engineering post,\" \"deep dive,\" \"postmortem,\" or asks for help with technical writing for Sentry. Even if the user just says \"help me write about [feature/topic]\" \u2014 if it sounds like it could become a Sentry blog post, use this skill.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/blog-writing-guide",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/blog-writing-guide/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "blog",
        "writing",
        "guide"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/brand-guidelines",
      "name": "brand-guidelines",
      "description": "Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing copy, or any user-facing content. Covers both Plain Speech (default) and Sentry Voice tones.",
      "provider": "getsentry",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/brand-guidelines",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/brand-guidelines/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "brand",
        "document",
        "guidelines"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/claude-settings-audit",
      "name": "claude-settings-audit",
      "description": "Analyze a repository to generate recommended Claude Code settings.json permissions. Use when setting up a new project, auditing existing settings, or determining which read-only bash commands to allow. Detects tech stack, build tools, and monorepo structure.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-09T14:55:30Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/claude-settings-audit",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/claude-settings-audit/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "claude",
        "settings",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 1062
    },
    {
      "id": "getsentry/code-review",
      "name": "code-review",
      "description": "Perform code reviews following Sentry engineering practices. Use when reviewing pull requests, examining code changes, or providing feedback on code quality. Covers security, performance, testing, and design review.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/code-review",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/code-review/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "design",
        "code",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/code-simplifier",
      "name": "code-simplifier",
      "description": "Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to \"simplify code\", \"clean up code\", \"refactor for clarity\", \"improve readability\", or review recently modified code for elegance. Focuses on project-specific best practices.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/code-simplifier",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/code-simplifier/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "code",
        "simplifier"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/commit",
      "name": "commit",
      "description": "Use for every request to commit changes or draft a commit message. Creates Sentry-style conventional commits with issue references.",
      "provider": "getsentry",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-15T21:24:30Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/commit",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/commit/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "commit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/create-branch",
      "name": "create-branch",
      "description": "Create a git branch following Sentry naming conventions. Use when asked to \"create a branch\", \"new branch\", \"start a branch\", \"make a branch\", \"switch to a new branch\", or when starting new work on the default branch.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-07T13:31:39Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/create-branch",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/create-branch/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "git",
        "art",
        "create",
        "branch"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 161,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/django-access-review",
      "name": "django-access-review",
      "description": "Django access control and IDOR security review. Use when reviewing Django views, DRF viewsets, ORM queries, or any Python/Django code handling user authorization. Trigger keywords: \"IDOR\", \"access control\", \"authorization\", \"Django permissions\", \"object permissions\", \"tenant isolation\", \"broken access\".",
      "provider": "getsentry",
      "category": "development",
      "license": "LICENSE",
      "compatibility": null,
      "last_updated_at": "2026-09-28T23:37:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/django-access-review",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/django-access-review/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "django",
        "access",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/django-perf-review",
      "name": "django-perf-review",
      "description": "Django performance code review. Use when asked to \"review Django performance\", \"find N+1 queries\", \"optimize Django\", \"check queryset performance\", \"database performance\", \"Django ORM issues\", or audit Django code for performance problems.",
      "provider": "getsentry",
      "category": "development",
      "license": "LICENSE",
      "compatibility": null,
      "last_updated_at": "2026-09-28T23:37:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/django-perf-review",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/django-perf-review/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "django",
        "perf",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/doc-coauthoring",
      "name": "doc-coauthoring",
      "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.",
      "provider": "getsentry",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/doc-coauthoring",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/doc-coauthoring/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "doc",
        "coauthoring"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 1062
    },
    {
      "id": "getsentry/document-api-endpoint",
      "name": "document-api-endpoint",
      "description": "Document and type a Sentry API endpoint. Write or fix @extend_schema decorators, specify response TypedDicts, type request parameters, correct type drift between the declared schema and the runtime response, and validate the generated spec. Use when asked to \"document an endpoint\", \"add OpenAPI docs\", \"add/fix @extend_schema\", \"type an endpoint response\", \"fix the response type\", \"fix type drift\", \"reuse a response type\", \"split an overloaded endpoint\", \"specify the response schema\", \"add a TypedDict response\", \"migrate a legacy api-docs path\", \"fix a parameter type\", or \"make an endpoint public\" / \"promote an endpoint\" (promotion is one section here).",
      "provider": "getsentry",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-04T17:30:29Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/document-api-endpoint",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/document-api-endpoint/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "document",
        "endpoint"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 133,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 1062
    },
    {
      "id": "getsentry/find-bugs",
      "name": "find-bugs",
      "description": "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/find-bugs",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/find-bugs/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "find",
        "bugs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/gh-review-requests",
      "name": "gh-review-requests",
      "description": "Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member. Use when asked to \"find PRs I need to review\", \"show my review requests\", \"what needs my review\", \"fetch GitHub review requests\", or \"check team review queue\".",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-09T17:46:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/gh-review-requests",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/gh-review-requests/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "review",
        "requests"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 159,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/gha-security-review",
      "name": "gha-security-review",
      "description": "GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to \"review GitHub Actions\", \"audit workflows\", \"check CI security\", \"GHA security\", \"workflow security review\", or review .github/workflows/ for pwn requests, expression injection, credential theft, and supply chain attacks. Exploitation-focused with concrete PoC scenarios.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-26T00:01:39Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/gha-security-review",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/gha-security-review/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "gha",
        "security",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 20,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/iterate-pr",
      "name": "iterate-pr",
      "description": "Iterate on a PR until actionable CI passes and high/medium review feedback is addressed. Use for PR CI failures, review feedback, or green-check loops; do not wait for human approval, draft status, or merge gates.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-25T15:44:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/iterate-pr",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/iterate-pr/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "merge",
        "iterate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 82,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/pr-link-issue",
      "name": "pr-link-issue",
      "description": "Append a GitHub issue link and its Linear ticket to the current PR's description. Use when asked to \"link issue to pr\", \"fill in issue and linear in pr\", \"add issue refs to pr\", or when given a GitHub issue URL and asked to attach it to the current PR. Resolves the Linear ticket automatically from the issue's linear-linkback comment.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-21T13:54:53Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/pr-link-issue",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/pr-link-issue/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "link",
        "issue"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 147,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/pr-screenshots",
      "name": "pr-screenshots",
      "description": "Capture screenshots of the Sentry UI in a web browser, lay them out in a pull request description as before/after tables, and upload them with `gh --attach`.",
      "provider": "getsentry",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-13T13:16:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/pr-screenshots",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/pr-screenshots/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "screenshots"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062,
      "similar_skills": [
        {
          "id": "github/pr-screenshots",
          "provider": "github",
          "similarity": 0.6
        }
      ]
    },
    {
      "id": "getsentry/pr-writer",
      "name": "pr-writer",
      "description": "Create or refresh reviewer-facing PR titles and descriptions. Use when opening a PR, updating its title or body, or preparing branch changes for review.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-15T21:24:30Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/pr-writer",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/pr-writer/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "writer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/presentation-creator",
      "name": "presentation-creator",
      "description": "Create data-driven presentation slides using React, Vite, and Recharts with Sentry branding. Use when asked to \"create a presentation\", \"build slides\", \"make a deck\", \"create a data presentation\", \"build a Sentry presentation\". Scaffolds a complete slide-based app with charts, animations, and single-file HTML output.",
      "provider": "getsentry",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-09T17:46:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/presentation-creator",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/presentation-creator/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "brand",
        "presentation",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 159,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/prompt-optimizer",
      "name": "prompt-optimizer",
      "description": "Creates, optimizes, and iteratively refines agent prompts, system prompts, developer prompts, and reusable prompt templates. Use when asked to improve a prompt, optimize a system prompt, rewrite an agent prompt, tune prompt wording, make a prompt more reliable, port prompts between OpenAI, Claude, or Gemini, or build prompt evals.",
      "provider": "getsentry",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T17:40:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/prompt-optimizer",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/prompt-optimizer/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "prompt",
        "optimizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 164,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062,
      "similar_skills": [
        {
          "id": "github/prompt-optimizer",
          "provider": "github",
          "similarity": 0.4
        }
      ]
    },
    {
      "id": "getsentry/secret-serialization",
      "name": "secret-serialization",
      "description": "Finds secrets, tokens, passwords, and API keys that can leak through generated serialization: Python dataclass repr and asdict, attrs, pydantic model_dump, NamedTuple, JavaScript JSON.stringify and util.inspect, structured logs, tracing spans, and error reports. Use when asked to \"check for secret serialization\", \"credential in repr\", \"repr=False audit\", \"secret in spans\", \"token in logs\", or when a change adds a credential field to a dataclass, model, or config object, or adds code that stringifies whole objects or every kwarg into telemetry.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-28T22:51:45Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/secret-serialization",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/secret-serialization/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "ci",
        "api",
        "secret",
        "serialization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/security-review",
      "name": "security-review",
      "description": "Security code review for vulnerabilities. Use when asked to \"security review\", \"find vulnerabilities\", \"check for security issues\", \"audit security\", \"OWASP review\", or review code for injection, XSS, authentication, authorization, cryptography issues. Provides systematic review with confidence-based reporting.",
      "provider": "getsentry",
      "category": "development",
      "license": "LICENSE",
      "compatibility": null,
      "last_updated_at": "2026-09-28T23:37:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/security-review",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/security-review/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "security",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062,
      "similar_skills": [
        {
          "id": "github/security-review",
          "provider": "github",
          "similarity": 0.49
        }
      ]
    },
    {
      "id": "getsentry/skill-scanner",
      "name": "skill-scanner",
      "description": "Scan agent skills for security issues. Use when asked to \"scan a skill\", \"audit a skill\", \"review skill security\", \"check skill for injection\", \"validate SKILL.md\", or assess whether an agent skill is safe to install. Checks for prompt injection, malicious scripts, excessive permissions, secret exposure, and supply chain risks.",
      "provider": "getsentry",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-28T23:37:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/skill-scanner",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/skill-scanner/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "skill",
        "scanner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/skill-writer",
      "name": "skill-writer",
      "description": "Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Use when asked to \"create a skill\", \"write a skill\", \"synthesize sources into a skill\", \"improve a skill from positive/negative examples\", \"update a skill\", or \"maintain skill docs and registration\". Handles source capture, precision passes, authoring, registration, and validation.",
      "provider": "getsentry",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-30T20:52:17Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/skill-writer",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/skill-writer/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "skill",
        "writer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 107,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/sred-project-organizer",
      "name": "sred-project-organizer",
      "description": "Take a list of projects and their related documentation, and organize them into the SRED format for submission.",
      "provider": "getsentry",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-09T17:46:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/sred-project-organizer",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/sred-project-organizer/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "sred",
        "project",
        "organizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 159,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/sred-work-summary",
      "name": "sred-work-summary",
      "description": "Go back through the previous year of work and create a Notion doc that groups relevant links into projects that can then be documented as SRED projects.",
      "provider": "getsentry",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/sred-work-summary",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/sred-work-summary/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "notion",
        "document",
        "sred",
        "work",
        "summary"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "getsentry/triage-frontend-issues",
      "name": "triage-frontend-issues",
      "description": "Triage new issues in the Sentry `javascript` project by archiving non-actionable noise. Use when asked to \"triage issues\", \"triage the javascript project\", \"archive non-actionable issues\", \"triage new frontend issues\", or \"clean up the sentry/javascript queue\". Operates only on the sentry/javascript project, only archives (never resolves), and always archives with `untilEscalating`.",
      "provider": "getsentry",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-28T23:37:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/triage-frontend-issues",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/triage-frontend-issues/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "triage",
        "frontend",
        "issues"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 1062
    },
    {
      "id": "getsentry/typing-exclusion-worker",
      "name": "typing-exclusion-worker",
      "description": "Python typing exclusion worker: remove assigned mypy exclusion modules in small scoped batches, fix typing issues, run validation, and produce a structured completion summary. Use when running parallel typing-debt workers or when asked to remove modules from pyproject mypy exclusion overrides.",
      "provider": "getsentry",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-19T23:10:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/getsentry/skills",
        "path": "skills/typing-exclusion-worker",
        "skill_md_url": "https://raw.githubusercontent.com/getsentry/skills/main/skills/typing-exclusion-worker/SKILL.md",
        "commit_sha": "f57ada2d0b640406ea7e25b11d636c530e77c58b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "typing",
        "exclusion",
        "worker"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1062
    },
    {
      "id": "github/acquire-codebase-knowledge",
      "name": "acquire-codebase-knowledge",
      "description": "Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like \"map this codebase\", \"document this architecture\", \"onboard me to this repo\", or \"create codebase docs\". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": "Cross-platform. Requires Python 3.8+ and git. Run scripts/scan.py from the target project root.",
      "last_updated_at": "2026-09-16T00:50:43Z",
      "metadata": {
        "version": "1.3",
        "enhancements": [
          "Multi-language manifest detection (25+ languages supported)",
          "CI/CD pipeline detection (10+ platforms)",
          "Container & orchestration detection",
          "Code metrics by language",
          "Security & compliance config detection",
          "Performance testing markers"
        ]
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/acquire-codebase-knowledge",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/acquire-codebase-knowledge/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "document",
        "knowledge",
        "acquire",
        "codebase"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 30,
      "maintenance_status": "maintained",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/acreadiness-assess",
      "name": "acreadiness-assess",
      "description": "Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off rendering to the @ai-readiness-reporter custom agent. Supports policies (--policy) for org-specific scoring. Use when asked to assess, audit, or score the AI readiness of a repo.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T04:11:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/acreadiness-assess",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/acreadiness-assess/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "acreadiness",
        "assess"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 165,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/acreadiness-generate-instructions",
      "name": "acreadiness-generate-instructions",
      "description": "Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS Code) plus optional per-area .instructions.md files with applyTo globs for monorepos. Use after running /acreadiness-assess to close gaps in the AI Tooling pillar.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T04:11:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/acreadiness-generate-instructions",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/acreadiness-generate-instructions/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "acreadiness",
        "generate",
        "instructions"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 165,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/acreadiness-policy",
      "name": "acreadiness-policy",
      "description": "Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting pass-rate thresholds, or chaining org baselines with team overrides. Use when the user asks about strict mode, AI-only scoring, custom weights, CI gating, or wants org-wide standardisation.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T04:11:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/acreadiness-policy",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/acreadiness-policy/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "acreadiness",
        "policy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 165,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/ad-campaign-analyzer",
      "name": "ad-campaign-analyzer",
      "description": "Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like \"analyze my ad campaigns\", \"where am I wasting ad spend\", \"reallocate my ad budget\", \"which ads are actually working\", or \"ROAS analysis\". Do not trigger for campaign planning or creative generation without performance data.",
      "provider": "github",
      "category": "data",
      "license": "MIT",
      "compatibility": "Cross-platform. Pure reasoning skill over user-provided campaign exports (CSV, paste, or screenshot from Google, Meta, or LinkedIn) \u2014 no external tools, network calls, or API keys.",
      "last_updated_at": "2026-07-23T17:51:27Z",
      "metadata": {
        "version": "1.0",
        "author": "GooseWorks",
        "source": "https://github.com/gooseworks-ai/goose-skills"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/ad-campaign-analyzer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/ad-campaign-analyzer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "analysis",
        "campaign",
        "analyzer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 84,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/add-educational-comments",
      "name": "add-educational-comments",
      "description": "Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/add-educational-comments",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/add-educational-comments/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "add",
        "educational",
        "comments"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/adobe-illustrator-scripting",
      "name": "adobe-illustrator-scripting",
      "description": "Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text frames, colors, symbols, artboards, or any Illustrator DOM objects. Covers the complete JavaScript object model, coordinate system, measurement units, export workflows, and scripting best practices.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-28T00:09:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/adobe-illustrator-scripting",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/adobe-illustrator-scripting/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "document",
        "adobe",
        "illustrator",
        "scripting"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 141,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/agent-architecture",
      "name": "agent-architecture",
      "description": "Design AI agent architectures through requirements discovery, or audit and diagnose architectural flaws in existing agents. Architecture only; excludes implementation and general code review.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-09-20T23:59:55Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/agent-architecture",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/agent-architecture/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "agent",
        "architecture"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 25,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/agent-governance",
      "name": "agent-governance",
      "description": "Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when:\n- Building AI agents that call external tools (APIs, databases, file systems)\n- Implementing policy-based access controls for agent tool usage\n- Adding semantic intent classification to detect dangerous prompts\n- Creating trust scoring systems for multi-agent workflows\n- Building audit trails for agent actions and decisions\n- Enforcing rate limits, content filters, or tool restrictions on agents\n- Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen)",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-16T21:31:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/agent-governance",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/agent-governance/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "agent",
        "governance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 213,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/agent-owasp-compliance",
      "name": "agent-owasp-compliance",
      "description": "Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks.\nUse this skill when:\n- Evaluating an agent system's security posture before production deployment\n- Running a compliance check against OWASP ASI 2026 standards\n- Mapping existing security controls to the 10 agentic risks\n- Generating a compliance report for security review or audit\n- Comparing agent framework security features against the standard\n- Any request like \"is my agent OWASP compliant?\", \"check ASI compliance\", or \"agentic security audit\"",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-09T05:33:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/agent-owasp-compliance",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/agent-owasp-compliance/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "agent",
        "owasp",
        "compliance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 190,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/agent-skill-stack",
      "name": "agent-skill-stack",
      "description": "Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks which Skills fit a project, needs an installed-Skill audit or conflict check, has low Skill recall, wants indirect helpers such as humanizers or compliance checks, or wants a project-specific Skill Stack with controlled installation. Search local Skills, registries, GitHub, and OpenCLI; compare adoption, verified fit, safety, and overlap. Do not use for locating one known or common Skill; use the generic find-skills workflow.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-23T17:51:21Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/agent-skill-stack",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/agent-skill-stack/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "cli",
        "agent",
        "skill",
        "stack"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 84,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/agent-supply-chain",
      "name": "agent-supply-chain",
      "description": "Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when:\n- Generating SHA-256 integrity manifests for agent plugins or tool packages\n- Verifying that installed plugins match their published manifests\n- Detecting tampered, modified, or untracked files in agent tool directories\n- Auditing dependency pinning and version policies for agent components\n- Building provenance chains for agent plugin promotion (dev \u2192 staging \u2192 production)\n- Any request like \"verify plugin integrity\", \"generate manifest\", \"check supply chain\", or \"sign this plugin\"",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-09T05:33:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/agent-supply-chain",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/agent-supply-chain/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "agent",
        "supply",
        "chain"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 190,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/agentic-eval",
      "name": "agentic-eval",
      "description": "Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when:\n- Implementing self-critique and reflection loops\n- Building evaluator-optimizer pipelines for quality-critical generation\n- Creating test-driven code refinement workflows\n- Designing rubric-based or LLM-as-judge evaluation systems\n- Adding iterative improvement to agent outputs (code, reports, analysis)\n- Measuring and improving agent response quality",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-19T03:39:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/agentic-eval",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/agentic-eval/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "design",
        "analysis",
        "agentic",
        "eval"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 270,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/ai-prompt-engineering-safety-review",
      "name": "ai-prompt-engineering-safety-review",
      "description": "Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/ai-prompt-engineering-safety-review",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/ai-prompt-engineering-safety-review/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "prompt",
        "engineering",
        "safety",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/ai-ready",
      "name": "ai-ready",
      "description": "Make any repo AI-ready \u2014 analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files customized to your stack. USE THIS SKILL when the user asks to \"make this repo ai-ready\", \"set up AI config\", or \"prepare this repo for AI contributions\".",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-15T01:18:53Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/ai-ready",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/ai-ready/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "ready"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 154,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/ai-team-orchestration",
      "name": "ai-team-orchestration",
      "description": "Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optional QA, brainstorming with distinct perspectives, or preserving context across sessions.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-30T01:49:48Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/ai-team-orchestration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/ai-team-orchestration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "team",
        "orchestration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/anti-ui-slop",
      "name": "anti-ui-slop",
      "description": "Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with \"anti-ui-slop\", \"stop UI slop\", \"ground this UI in real screens\", or \"run the UI finish gate\".",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T01:34:55Z",
      "metadata": {
        "version": "1.2.13",
        "author": "UIZZE <business@uizze.com>",
        "compatibility": "Designed for Claude Code, Codex, Cursor, and GitHub Copilot; works in any agent that can read project files and fetch a URL.",
        "tags": "ui-design, design-system, design-review, frontend, web-ui, ios-ui"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/anti-ui-slop",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/anti-ui-slop/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "anti",
        "slop"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 53,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/api-breaking-change-detector",
      "name": "api-breaking-change-detector",
      "description": "Cross-references C# Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or hand-written/auto-generated HTTP clients like Fetch, Axios, NSwag) to catch contract drift in both directions: backend changes that break client applications (renamed/removed JSON keys, new required parameters, status code shifts) and frontend code sending fields the backend no longer reads. Works directly against source code, not exported OpenAPI spec files. Use when the user asks to check for breaking API changes, verify frontend/backend contract sync, or audit a DTO/controller change against its TypeScript/JS consumers before merging. Not for generating new API code from a spec (see openapi-to-application-code) or scaffolding new endpoints (see aspnet-minimal-api-openapi).",
      "provider": "github",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-22T00:11:05Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/api-breaking-change-detector",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/api-breaking-change-detector/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "api",
        "cli",
        "breaking",
        "change",
        "detector"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 24,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/appinsights-instrumentation",
      "name": "appinsights-instrumentation",
      "description": "Instrument a webapp to send useful telemetry data to Azure App Insights",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-09T19:25:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/appinsights-instrumentation",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/appinsights-instrumentation/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "appinsights",
        "instrumentation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 279,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/apple-appstore-reviewer",
      "name": "apple-appstore-reviewer",
      "description": "Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-08T07:20:29Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/apple-appstore-reviewer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/apple-appstore-reviewer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "apple",
        "appstore",
        "reviewer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 8,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arch-linux-triage",
      "name": "arch-linux-triage",
      "description": "Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arch-linux-triage",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arch-linux-triage/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "arch",
        "linux",
        "triage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/architecture-blueprint-generator",
      "name": "architecture-blueprint-generator",
      "description": "Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/architecture-blueprint-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/architecture-blueprint-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "visual",
        "document",
        "architecture",
        "blueprint",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arduino-azure-iot-edge-integration",
      "name": "arduino-azure-iot-edge-integration",
      "description": "Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arduino-azure-iot-edge-integration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arduino-azure-iot-edge-integration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "arduino",
        "azure",
        "iot",
        "edge",
        "integration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-ai-provider-integration",
      "name": "arize-ai-provider-integration",
      "description": "Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports any LLM provider (e.g. OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Vertex AI, Gemini, NVIDIA NIM). Use when the user mentions AI integration, LLM provider credentials, create integration, list integrations, update credentials, delete integration, or connecting an LLM provider to Arize.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": "Requires the ax CLI and a configured Arize profile.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-ai-provider-integration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-ai-provider-integration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "arize",
        "provider",
        "integration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-annotation",
      "name": "arize-annotation",
      "description": "Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies human annotations to project spans via the Python SDK. Use when the user mentions annotation config, annotation queue, label schema, human feedback, bulk annotate spans, update_annotations, labeling queue, annotate record, or human review.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "Requires the ax CLI and a configured Arize profile.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-annotation",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-annotation/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "arize",
        "annotation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-dataset",
      "name": "arize-dataset",
      "description": "Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. Use when the user needs test data, evaluation examples, or mentions create dataset, list datasets, export dataset, append examples, dataset version, golden dataset, or test set.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "Requires the ax CLI and a configured Arize profile.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-dataset",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-dataset/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "test",
        "cli",
        "arize",
        "dataset"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-evaluator",
      "name": "arize-evaluator",
      "description": "Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and continuous monitoring. Use when the user mentions create evaluator, LLM judge, hallucination, faithfulness, correctness, relevance, run eval, score spans, score experiment, trigger-run, column mapping, continuous monitoring, or improve evaluator prompt.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": "Requires the ax CLI and a configured Arize profile with an AI integration.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-evaluator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-evaluator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "arize",
        "evaluator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-experiment",
      "name": "arize-experiment",
      "description": "Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI. Use when the user mentions create experiment, run experiment, compare models, model performance, evaluate AI, experiment results, benchmark, A/B test models, or measure accuracy.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": "Requires the ax CLI and a configured Arize profile.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-experiment",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-experiment/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "test",
        "cli",
        "arize",
        "experiment"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-instrumentation",
      "name": "arize-instrumentation",
      "description": "Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the user wants to instrument their app, add tracing from scratch, set up LLM observability, integrate OpenTelemetry or openinference, or get started with Arize tracing.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "Python and TypeScript/JavaScript apps use openinference-instrumentation packages for auto-instrumentation. Java and Go apps use the OpenTelemetry SDK with manual OpenInference spans. See https://arize.com/docs/PROMPT.md for setup details.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-instrumentation",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-instrumentation/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "art",
        "arize",
        "instrumentation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-link",
      "name": "arize-link",
      "description": "Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs for sharing Arize resources with team members. Use when the user wants to link to or open a trace, span, session, dataset, evaluator, or annotation config in the Arize UI.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-link",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-link/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "arize",
        "link"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-prompt-optimization",
      "name": "arize-prompt-optimization",
      "description": "Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": "Requires the ax CLI and a configured Arize profile.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-prompt-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-prompt-optimization/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "extract",
        "arize",
        "prompt",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/arize-trace",
      "name": "arize-trace",
      "description": "Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID, and root-cause investigation using the ax CLI. Use when the user wants to look at existing trace data, see what their LLM app is doing, export traces, download spans, investigate errors, or analyze behavior regressions.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "Requires the ax CLI and a configured Arize profile.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/arize-trace",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-trace/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "cli",
        "arize",
        "trace"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/aspire",
      "name": "aspire",
      "description": "Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-09T01:46:16Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aspire",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aspire/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "mcp",
        "cli",
        "aspire"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 249,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/aspnet-minimal-api-openapi",
      "name": "aspnet-minimal-api-openapi",
      "description": "Create ASP.NET Minimal API endpoints with proper OpenAPI documentation",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aspnet-minimal-api-openapi",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aspnet-minimal-api-openapi/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "document",
        "aspnet",
        "minimal",
        "openapi"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/audit-integrity",
      "name": "audit-integrity",
      "description": "Enforce output quality, evidence verification, and quality gates across security audits. Use this skill when you perform SAST, SCA, threat modeling, or security code reviews. Use this skill to verify code locations and taint traces for all findings. Use this skill to prevent the suppression of valid security findings. Use this skill to evaluate reports against quality thresholds (score \u2265 8/10) before delivery.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-09-29T00:12:15Z",
      "metadata": {
        "version": "1.1"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/audit-integrity",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/audit-integrity/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "audit",
        "integrity"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/automate-this",
      "name": "automate-this",
      "description": "Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the step-by-step workflow, and proposes automation at multiple complexity levels using tools already installed on the user machine.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-09T03:46:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/automate-this",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/automate-this/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "extract",
        "automate",
        "this"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 221,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/autoresearch",
      "name": "autoresearch",
      "description": "Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": "Requires git. The project must be a git repository. Requires terminal access to run commands.",
      "last_updated_at": "2026-03-18T23:29:01Z",
      "metadata": {
        "author": "luiscantero",
        "inspired-by": "https://github.com/karpathy/autoresearch"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/autoresearch",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/autoresearch/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "cli",
        "autoresearch"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 211,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/aws-cdk-python-setup",
      "name": "aws-cdk-python-setup",
      "description": "Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment prerequisites, create new CDK projects, manage dependencies, and deploy to AWS.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-19T00:02:10Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aws-cdk-python-setup",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aws-cdk-python-setup/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "aws",
        "cdk",
        "python",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 211,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/aws-cloudwatch-investigation",
      "name": "aws-cloudwatch-investigation",
      "description": "Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric query patterns for structured incident triage.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-29T00:53:30Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aws-cloudwatch-investigation",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aws-cloudwatch-investigation/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "aws",
        "cloudwatch",
        "investigation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 109,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/aws-cost-optimize",
      "name": "aws-cost-optimize",
      "description": "Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aws-cost-optimize",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aws-cost-optimize/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "aws",
        "cost",
        "optimize"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/aws-resource-health-diagnose",
      "name": "aws-resource-health-diagnose",
      "description": "Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T04:43:31Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aws-resource-health-diagnose",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aws-resource-health-diagnose/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "aws",
        "resource",
        "health",
        "diagnose"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 128,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/aws-resource-query",
      "name": "aws-resource-query",
      "description": "Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more. Strictly read-only \u2014 no writes, deletes, or mutations.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T04:43:31Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aws-resource-query",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aws-resource-query/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "aws",
        "resource",
        "query"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 128,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/aws-well-architected-review",
      "name": "aws-well-architected-review",
      "description": "Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-28T01:25:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/aws-well-architected-review",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aws-well-architected-review/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "aws",
        "well",
        "architected",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 80,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/az-cost-optimize",
      "name": "az-cost-optimize",
      "description": "Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/az-cost-optimize",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/az-cost-optimize/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "cost",
        "optimize"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/azure-architecture-autopilot",
      "name": "azure-architecture-autopilot",
      "description": "Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep.\nWhen to use this skill: - \"Create X on Azure\", \"Set up a RAG architecture\" (new design) - \"Analyze my current Azure infrastructure\", \"Draw a diagram for rg-xxx\" (existing analysis) - \"Foundry is slow\", \"I want to reduce costs\", \"Strengthen security\" (natural language modification) - Azure resource deployment, Bicep template generation, IaC code generation - Microsoft Foundry, AI Search, OpenAI, Fabric, ADLS Gen2, Databricks, and all Azure services",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-architecture-autopilot",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-architecture-autopilot/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "design",
        "analysis",
        "azure",
        "architecture",
        "autopilot"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/azure-container-registry-cli",
      "name": "azure-container-registry-cli",
      "description": "Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication, and networking. Use when working with ACR, az acr commands, pushing/importing/purging container images in Azure, or when the user mentions Azure Container Registry.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-30T01:52:42Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-container-registry-cli",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-container-registry-cli/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "cli",
        "azure",
        "container",
        "registry"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/azure-deployment-preflight",
      "name": "azure-deployment-preflight",
      "description": "Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision.",
      "provider": "github",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-21T18:39:33Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-deployment-preflight",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-deployment-preflight/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "azure",
        "deployment",
        "preflight"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 267,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/azure-developer-cli",
      "name": "azure-developer-cli",
      "description": "Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD environments and secrets, hooks, deployment workflows, and azd-managed CI/CD.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-06T03:19:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-developer-cli",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-developer-cli/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "yaml",
        "pr",
        "ci",
        "cd",
        "cli",
        "design",
        "azure",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 71,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/azure-devops-cli",
      "name": "azure-devops-cli",
      "description": "Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-29T23:47:06Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-devops-cli",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-devops-cli/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "cli",
        "art",
        "azure",
        "devops"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 108,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/azure-pricing",
      "name": "azure-pricing",
      "description": "Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the user asks about the cost of any Azure service, wants to compare SKU prices, needs pricing data for a cost estimate, mentions Azure pricing, Azure costs, Azure billing, or asks about Copilot Studio pricing, Copilot Credits, or agent usage estimation. Covers compute, storage, networking, databases, AI, Copilot Studio, and all other Azure service families.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": "Requires internet access to prices.azure.com and learn.microsoft.com. No authentication needed.",
      "last_updated_at": "2026-03-05T10:53:41Z",
      "metadata": {
        "author": "anthonychu",
        "version": "1.2"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-pricing",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-pricing/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "azure",
        "pricing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 225,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/azure-resource-health-diagnose",
      "name": "azure-resource-health-diagnose",
      "description": "Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-resource-health-diagnose",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-resource-health-diagnose/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "azure",
        "resource",
        "health",
        "diagnose"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/azure-resource-visualizer",
      "name": "azure-resource-visualizer",
      "description": "Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other.",
      "provider": "github",
      "category": "creative",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-19T19:01:51Z",
      "metadata": {
        "author": "Tom Meschter (tom.meschter@microsoft.com)"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-resource-visualizer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-resource-visualizer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "visual",
        "azure",
        "resource",
        "visualizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 300,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/azure-role-selector",
      "name": "azure-role-selector",
      "description": "When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-05T19:31:06Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-role-selector",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-role-selector/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "azure",
        "role",
        "selector"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 283,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/azure-smart-city-iot-solution-builder",
      "name": "azure-smart-city-iot-solution-builder",
      "description": "Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-smart-city-iot-solution-builder",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/azure-smart-city-iot-solution-builder/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "design",
        "art",
        "azure",
        "smart",
        "city",
        "iot",
        "solution",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
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    },
    {
      "id": "github/azure-static-web-apps",
      "name": "azure-static-web-apps",
      "description": "Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps.",
      "provider": "github",
      "category": "development",
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      "compatibility": null,
      "last_updated_at": "2026-01-16T18:42:27Z",
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      "tags": [
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        "github",
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        "ci",
        "cd",
        "api",
        "cli",
        "azure",
        "static",
        "web"
      ],
      "duplicate_status": null,
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      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/azure-well-architected-review",
      "name": "azure-well-architected-review",
      "description": "Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-28T01:13:13Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/azure-well-architected-review",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
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        "git",
        "pr",
        "azure",
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        "review"
      ],
      "duplicate_status": null,
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      "days_since_update": 80,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/batch-files",
      "name": "batch-files",
      "description": "Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to \"create a batch file\", \"write a .bat script\", \"automate a Windows task\", \"CMD scripting\", \"batch automation\", \"scheduled task script\", \"Windows shell script\", or when working with .bat/.cmd files in the workspace. Covers cmd.exe syntax, environment variables, control flow, string processing, error handling, and integration with system tools.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-28T01:29:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/batch-files",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "batch",
        "files"
      ],
      "duplicate_status": null,
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      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/batch-script-progress",
      "name": "batch-script-progress",
      "description": "Design and verify runtime output when creating or modifying Python, PowerShell, or Node.js scripts that process multiple files, records, or API requests. Use for batch scripts, bulk operations, silent long-running loops, progress reporting, per-item failures, final counts, stdout separation, or exit-status consistency. Not for UI progress bars, monitoring infrastructure, or progress updates in the AI conversation.",
      "provider": "github",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T04:22:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/batch-script-progress",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "api",
        "design",
        "batch",
        "script",
        "progress"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/bench-read",
      "name": "bench-read",
      "description": "Read artifacts from the shared bench \u2014 the workspace where desks leave findings, verdicts, and work products for each other and the operator.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-19T02:56:18Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/bench-read",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/bench-read/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "bench",
        "read"
      ],
      "duplicate_status": null,
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      "days_since_update": 89,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/bigquery-pipeline-audit",
      "name": "bigquery-pipeline-audit",
      "description": "Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-25T04:09:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/bigquery-pipeline-audit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/bigquery-pipeline-audit/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "bigquery",
        "pipeline",
        "audit"
      ],
      "duplicate_status": null,
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      "days_since_update": 233,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/boost-prompt",
      "name": "boost-prompt",
      "description": "Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
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      ],
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    },
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      "id": "github/brag-sheet",
      "name": "brag-sheet",
      "description": "Turn vague \"what did I do?\" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates. Uniquely mines Copilot CLI session logs to reconstruct forgotten work, plus git commits and GitHub PRs. Enforces a 3-part impact contract (action \u2192 result \u2192 evidence). Works standalone with zero dependencies. Trigger for: \"brag\", \"log work\", \"what did I do\", \"backfill my work history\", \"performance review\", \"self-review\", \"self assessment\", \"write impact statement\", \"review prep\", \"promo packet\", \"promotion case\", \"weekly update\", \"status report\", \"accomplishments\", \"what did I ship\", \"I forgot to log my work\", \"summarize my work\", \"track my wins\", \"what should I highlight\", \"end of half\", \"career growth\", \"work journal\", or any request to document, summarize, or organize work accomplishments.\n",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": "Cross-platform (Windows, macOS, Linux). Works with any GitHub Copilot CLI session. Optional: git, gh CLI.",
      "last_updated_at": "2026-04-29T01:09:46Z",
      "metadata": {
        "version": "1.1"
      },
      "source": {
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        "path": "skills/brag-sheet",
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        "art",
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      ],
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      "days_since_update": 170,
      "maintenance_status": "maintained",
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      "skill_type": "full",
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      "github_stars": 40072
    },
    {
      "id": "github/breakdown-epic-arch",
      "name": "breakdown-epic-arch",
      "description": "Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/breakdown-epic-arch",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/breakdown-epic-arch/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "breakdown",
        "epic",
        "arch"
      ],
      "duplicate_status": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
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      "github_stars": 40072
    },
    {
      "id": "github/breakdown-epic-pm",
      "name": "breakdown-epic-pm",
      "description": "Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture specification.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
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        "document",
        "breakdown",
        "epic"
      ],
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      "github_stars": 40072
    },
    {
      "id": "github/breakdown-feature-implementation",
      "name": "breakdown-feature-implementation",
      "description": "Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
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        "implementation"
      ],
      "duplicate_status": null,
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      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/breakdown-feature-prd",
      "name": "breakdown-feature-prd",
      "description": "Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/breakdown-feature-prd",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "breakdown",
        "feature",
        "prd"
      ],
      "duplicate_status": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/breakdown-plan",
      "name": "breakdown-plan",
      "description": "Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/breakdown-plan",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/breakdown-plan/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "breakdown",
        "plan"
      ],
      "duplicate_status": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/breakdown-test",
      "name": "breakdown-test",
      "description": "Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/breakdown-test",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/breakdown-test/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "test",
        "breakdown"
      ],
      "duplicate_status": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/bug-receipt",
      "name": "bug-receipt",
      "description": "Close defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED status after diagnosis, repair, or recovery.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-14T01:23:48Z",
      "metadata": {
        "version": "1.4.1"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/bug-receipt",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/bug-receipt/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "art",
        "bug",
        "receipt"
      ],
      "duplicate_status": null,
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      "duplicate_similarity": null,
      "days_since_update": 63,
      "maintenance_status": "maintained",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/bug-reproduction-brief",
      "name": "bug-reproduction-brief",
      "description": "Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-30T00:28:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/bug-reproduction-brief",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/bug-reproduction-brief/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "bug",
        "reproduction",
        "brief"
      ],
      "duplicate_status": null,
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      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/build-evidence-map",
      "name": "build-evidence-map",
      "description": "Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contradicting, qualifying, and missing evidence with exact source regions instead of collapsing disagreement into prose.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-05T05:17:55Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/build-evidence-map",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/build-evidence-map/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "build",
        "evidence",
        "map"
      ],
      "duplicate_status": null,
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      "duplicate_similarity": null,
      "days_since_update": 72,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/centos-linux-triage",
      "name": "centos-linux-triage",
      "description": "Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/centos-linux-triage",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/centos-linux-triage/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "centos",
        "linux",
        "triage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/chrome-devtools",
      "name": "chrome-devtools",
      "description": "Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-01-22T17:18:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/chrome-devtools",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/chrome-devtools/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "analysis",
        "chrome",
        "devtools"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 266,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/cli-mastery",
      "name": "cli-mastery",
      "description": "Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration. Say \"cliexpert\" to start.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-09T04:49:23Z",
      "metadata": {
        "version": "1.2.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/cli-mastery",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/cli-mastery/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "mcp",
        "cli",
        "art",
        "mastery"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 221,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/cloud-design-patterns",
      "name": "cloud-design-patterns",
      "description": "Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing distributed system architectures.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-12T00:53:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/cloud-design-patterns",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/cloud-design-patterns/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "cloud",
        "patterns"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 218,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/code-exemplars-blueprint-generator",
      "name": "code-exemplars-blueprint-generator",
      "description": "Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/code-exemplars-blueprint-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/code-exemplars-blueprint-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "analysis",
        "code",
        "exemplars",
        "blueprint",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/code-tour",
      "name": "code-tour",
      "description": "Use this skill to create CodeTour .tour files \u2014 persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: \"create a tour\", \"make a code tour\", \"generate a tour\", \"onboarding tour\", \"tour for this PR\", \"tour for this bug\", \"RCA tour\", \"architecture tour\", \"explain how X works\", \"vibe check\", \"PR review tour\", \"contributor guide\", \"help someone ramp up\", or any request for a structured walkthrough through code. Supports 20 developer personas (new joiner, bug fixer, architect, PR reviewer, vibecoder, security reviewer, and more), all CodeTour step types (file/line, selection, pattern, uri, commands, view), and tour-level fields (ref, isPrimary, nextTour). Works with any repository in any language.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-12T23:52:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/code-tour",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/code-tour/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "code",
        "tour"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 186,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/codebase-memory-mcp",
      "name": "codebase-memory-mcp",
      "description": "Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, assessing impact, auditing dead or complex code, or handling explicit Codebase Memory requests. Otherwise skip tasks confined to a supplied known file, tiny one-file check, exact literal, configuration value, error string, or non-code text.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-07T02:43:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/codebase-memory-mcp",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/codebase-memory-mcp/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "mcp",
        "codebase",
        "memory"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/codeql",
      "name": "codeql",
      "description": "Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration, CodeQL workflow files, CodeQL CLI commands, SARIF output, security analysis setup, or troubleshooting CodeQL analysis.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-18T00:15:29Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/codeql",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/codeql/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "cli",
        "analysis",
        "codeql"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 212,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072,
      "similar_skills": [
        {
          "id": "trailofbits/codeql",
          "provider": "trailofbits",
          "similarity": 0.41
        }
      ]
    },
    {
      "id": "github/comment-code-generate-a-tutorial",
      "name": "comment-code-generate-a-tutorial",
      "description": "Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/comment-code-generate-a-tutorial",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/comment-code-generate-a-tutorial/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "comment",
        "code",
        "generate",
        "tutorial"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/commit-message-storyteller",
      "name": "commit-message-storyteller",
      "description": "Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed \u2014 following Conventional Commits format. Use when asked to \"write a commit message\", \"generate a commit\", \"describe my changes\", \"what should I commit this as\", \"commit this\", \"summarize my diff\", or \"help me commit\". Works with git diff output, staged files, or plain descriptions of changes.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T04:22:16Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/commit-message-storyteller",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/commit-message-storyteller/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "git",
        "commit",
        "message",
        "storyteller"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 165,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/competitor-ad-intelligence",
      "name": "competitor-ad-intelligence",
      "description": "Use this skill when the user asks to analyze, tear down, or reverse-engineer a competitor's paid ads. Trigger for prompts like \"what ads is [competitor] running\", \"tear down their ad strategy\", \"competitor ad analysis\", \"find ad angles we haven't tried\", or \"reverse-engineer their paid funnel\". Do not trigger for organic/SEO competitor research or website positioning analysis.",
      "provider": "github",
      "category": "data",
      "license": "MIT",
      "compatibility": "Cross-platform. Uses web search and public ad libraries (Meta Ad Library, Google Ads Transparency Center) only \u2014 no API keys or credentials required.",
      "last_updated_at": "2026-07-23T17:51:27Z",
      "metadata": {
        "version": "1.0",
        "author": "GooseWorks",
        "source": "https://github.com/gooseworks-ai/goose-skills"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/competitor-ad-intelligence",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/competitor-ad-intelligence/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "competitor",
        "intelligence"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 84,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/containerize-aspnet-framework",
      "name": "containerize-aspnet-framework",
      "description": "Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/containerize-aspnet-framework",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/containerize-aspnet-framework/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "containerize",
        "aspnet",
        "framework"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/containerize-aspnetcore",
      "name": "containerize-aspnetcore",
      "description": "Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/containerize-aspnetcore",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/containerize-aspnetcore/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "containerize",
        "aspnetcore"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/content-management-systems",
      "name": "content-management-systems",
      "description": "Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS Hub, Webflow, Adobe Experience Manager, and similar platforms. Use when working on CMS themes, plugins, apps, modules, admin panels, media uploads, content models, editors, markdown pipelines, or static export workflows.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T01:12:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/content-management-systems",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/content-management-systems/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "content",
        "management",
        "systems"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 165,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/context-map",
      "name": "context-map",
      "description": "Generate a map of all files relevant to a task before making changes",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/context-map",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/context-map/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "context",
        "map"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/conventional-branch",
      "name": "conventional-branch",
      "description": "Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a new branch, naming a branch, or checking whether a branch name complies with the spec.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-28T05:06:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/conventional-branch",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/conventional-branch/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "git",
        "ci",
        "conventional",
        "branch"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 141,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/conventional-commit",
      "name": "conventional-commit",
      "description": "Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages in line with the Conventional Commits specification, including instructions, examples, and validation.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/conventional-commit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/conventional-commit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "conventional",
        "commit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/convert-excel-to-md",
      "name": "convert-excel-to-md",
      "description": "Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .xlsx file \u2014 even if they don't say \"convert\" or \"markdown\" explicitly. This includes requests to \"read\", \"summarize\", \"review\", \"extract data from\", \"compare\", \"chart\", or \"analyze\" a spreadsheet, workbook, budget, data export, or tracker. Always run the bundled conversion script to produce Markdown first; do not attempt to parse .xlsx content directly or write ad-hoc extraction code. Also use this skill for batch requests involving a whole folder of Excel workbooks. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills \u2014 convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md \u2014 so no file type is silently skipped.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-15T23:06:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/convert-excel-to-md",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/convert-excel-to-md/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pdf",
        "docx",
        "xlsx",
        "pr",
        "ci",
        "art",
        "document",
        "extract",
        "convert",
        "excel"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/convert-pdf-to-md",
      "name": "convert-pdf-to-md",
      "description": "Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .pdf file \u2014 even if they don't say \"convert\" or \"markdown\" explicitly. This includes requests to \"read\", \"summarize\", \"review\", \"extract data from\", \"compare\", or \"analyze\" a PDF report, paper, invoice, form, contract, or scanned document. Always run the bundled conversion script to produce Markdown first; do not attempt to parse PDF content directly or write ad-hoc extraction code. Also use this skill for batch requests involving a whole folder of PDF documents. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills \u2014 convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md \u2014 so no file type is silently skipped.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-15T23:06:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/convert-pdf-to-md",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/convert-pdf-to-md/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pdf",
        "docx",
        "xlsx",
        "pr",
        "ci",
        "document",
        "extract",
        "convert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/convert-plaintext-to-md",
      "name": "convert-plaintext-to-md",
      "description": "Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/convert-plaintext-to-md",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/convert-plaintext-to-md/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "convert",
        "plaintext"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/convert-word-to-md",
      "name": "convert-word-to-md",
      "description": "Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .docx file \u2014 even if they don't say \"convert\" or \"markdown\" explicitly. This includes requests to \"read\", \"summarize\", \"review\", \"extract data from\", \"compare\", or \"analyze\" a Word document, resume, report, contract, or proposal. Always run the bundled conversion script to produce Markdown first; do not attempt to parse .docx content directly or write ad-hoc conversion code. Also use this skill for batch requests involving a whole folder of Word documents. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills \u2014 convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md \u2014 so no file type is silently skipped.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-15T23:06:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/convert-word-to-md",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/convert-word-to-md/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pdf",
        "docx",
        "xlsx",
        "pr",
        "ci",
        "document",
        "extract",
        "convert",
        "word"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/copilot-cli-quickstart",
      "name": "copilot-cli-quickstart",
      "description": "Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Developer tracks, plus on-demand Q&A. Just say \"start tutorial\" or ask a question! Note: This skill targets GitHub Copilot CLI specifically and uses CLI-specific tools (ask_user, sql, fetch_copilot_cli_documentation).\n",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-12T20:33:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/copilot-cli-quickstart",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/copilot-cli-quickstart/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "ci",
        "cli",
        "art",
        "document",
        "copilot",
        "quickstart"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 245,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/copilot-instructions-blueprint-generator",
      "name": "copilot-instructions-blueprint-generator",
      "description": "Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/copilot-instructions-blueprint-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/copilot-instructions-blueprint-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "copilot",
        "instructions",
        "blueprint",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/copilot-pr-autopilot",
      "name": "copilot-pr-autopilot",
      "description": "Copilot left 14 review comments on your PR \u2014 half are nits. Hours of fix \u2192 reply \u2192 resolve \u2192 re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no @copilot mention), triages every open thread (Copilot, humans, advanced-security) with a fix / decline / escalate rubric, dispatches parallel fix sub-agents that obey the repo build/test/lint conventions, commits per iteration, replies+resolves citing the pushed SHA, then re-triggers until HEAD is reviewed with zero threads awaiting the agent's reply (remaining open threads are explicit hand-offs to the human \u2014 escalated declines, design tradeoffs). You merge a clean PR; the bot runs it. Trigger phrases: \"address copilot comments\", \"run a copilot review loop\", \"fix this PR\", \"iterate on copilot feedback\". Repo-agnostic, gh CLI + PowerShell. Full autopilot needs repo Triage/Write; external PR authors get single-iteration mode plus manual re-trigger (UI \ud83d\udd04 or substantive-commit push).",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-01T01:09:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/copilot-pr-autopilot",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/copilot-pr-autopilot/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "lint",
        "cli",
        "design",
        "merge",
        "copilot",
        "autopilot"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 107,
      "maintenance_status": "maintained",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/copilot-sdk",
      "name": "copilot-sdk",
      "description": "Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-25T04:31:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/copilot-sdk",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/copilot-sdk/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "mcp",
        "copilot",
        "sdk"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/copilot-spaces",
      "name": "copilot-spaces",
      "description": "Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a \"Copilot space\", want to load context from a shared knowledge base, discover available spaces, or ask questions grounded in curated project documentation, code, and instructions.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-05T21:06:55Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/copilot-spaces",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/copilot-spaces/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "knowledge",
        "copilot",
        "spaces"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 224,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/copilot-usage-metrics",
      "name": "copilot-usage-metrics",
      "description": "Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.",
      "provider": "github",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-17T14:59:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/copilot-usage-metrics",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/copilot-usage-metrics/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "api",
        "cli",
        "copilot",
        "usage",
        "metrics"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 240,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/cosmosdb-datamodeling",
      "name": "cosmosdb-datamodeling",
      "description": "Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: \"cosmosdb_requirements.md\" file and \"cosmosdb_data_model.md\" file",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/cosmosdb-datamodeling",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/cosmosdb-datamodeling/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "art",
        "cosmosdb",
        "datamodeling"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/create-agentsmd",
      "name": "create-agentsmd",
      "description": "Prompt for generating an AGENTS.md file for a repository",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/create-agentsmd",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/create-agentsmd/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "create",
        "agentsmd"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/create-architectural-decision-record",
      "name": "create-architectural-decision-record",
      "description": "Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/create-architectural-decision-record",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/create-architectural-decision-record/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "document",
        "create",
        "architectural",
        "decision",
        "record"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/create-github-action-workflow-specification",
      "name": "create-github-action-workflow-specification",
      "description": "Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/create-github-action-workflow-specification",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/create-github-action-workflow-specification/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "ci",
        "cd",
        "create",
        "action",
        "workflow",
        "specification"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/create-github-issue-feature-from-specification",
      "name": "create-github-issue-feature-from-specification",
      "description": "Create GitHub Issue for feature request from specification file using feature_request.yml template.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/create-github-issue-feature-from-specification",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/create-github-issue-feature-from-specification/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
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    },
    {
      "id": "github/csharp-nunit",
      "name": "csharp-nunit",
      "description": "Get best practices for NUnit unit testing, including data-driven tests",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/csharp-nunit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/csharp-nunit/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "csharp",
        "nunit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/csharp-tunit",
      "name": "csharp-tunit",
      "description": "Get best practices for TUnit unit testing, including data-driven tests",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/csharp-tunit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/csharp-tunit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "csharp",
        "tunit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/csharp-xunit",
      "name": "csharp-xunit",
      "description": "Get best practices for XUnit unit testing, including data-driven tests",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/csharp-xunit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/csharp-xunit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "csharp",
        "xunit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/cypress-flake-fixer",
      "name": "cypress-flake-fixer",
      "description": "Find and fix flake-prone anti-patterns in an existing Cypress suite, and APIs removed in Cypress 12 to 16. Bundles a zero-dependency scanner for fixed cy.wait() delays, assigned command return values, async/await, force: true, chaining after actions, one-shot expect() inside .then(), conditional testing, and removed APIs such as Cypress.env(), cy.exec(), cy.server()/cy.route(). Use when asked to fix flaky Cypress tests, remove cy.wait, stabilize or harden a Cypress suite, audit Cypress specs, debug \"detached from the DOM\" errors, or prepare an upgrade to Cypress 15 or 16.",
      "provider": "github",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-10T14:07:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/cypress-flake-fixer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/cypress-flake-fixer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "api",
        "cypress",
        "flake",
        "fixer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 5,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/d365-solution-blueprint",
      "name": "d365-solution-blueprint",
      "description": "Authors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint from scratch through a structured, section-by-section architect interview, establishing scope, target operating model, application and data architecture, integration landscape, migration strategy, security model, ALM, testing, deployment, and support approach, with a decision log capturing rationale and rejected alternatives. Use when the user wants to create D365 implementation architecture documentation, start a D365 implementation, design the architecture, prepare a Solution Blueprint, or identify the architectural decisions the programme must make. Do not use for critique of an existing design; that is a review task rather than blueprint authoring.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-14T03:53:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/d365-solution-blueprint",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/d365-solution-blueprint/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "design",
        "art",
        "document",
        "d365",
        "solution",
        "blueprint"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 63,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/daily-focus-board",
      "name": "daily-focus-board",
      "description": "Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks track status (to-do \u2192 in progress \u2192 done) with timestamped progress notes and roll up into a \"today's momentum\" feed; numeric-goal tasks (pages, pomodoros, reps) render as progress-bar counters. Executive-function / neurodivergent-friendly by design: Focus mode, kind \"not today\" carryover (no overdue-shaming), a brain-dump box, reduced-motion, and gentle deadline countdowns. Add, reorder, and relabel tasks live, assign Eisenhower priority (Do first / Schedule / Delegate / Later), open with an above/below-the-line check-in and a daily mantra, and save an end-of-day recap. Use when someone wants to plan their day, stay focused, kick off a work session, or track progress. Progress persists in the browser (localStorage).",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-27T22:13:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/daily-focus-board",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/daily-focus-board/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
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        "design",
        "art",
        "daily",
        "focus",
        "board"
      ],
      "duplicate_status": null,
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      "days_since_update": 80,
      "maintenance_status": "maintained",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/daily-prep",
      "name": "daily-prep",
      "description": "Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-27T00:17:04Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/daily-prep",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "meeting",
        "daily",
        "prep"
      ],
      "duplicate_status": null,
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      "days_since_update": 203,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/data-breach-blast-radius",
      "name": "data-breach-blast-radius",
      "description": "Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulatory blast radius report with fine ranges sourced verbatim from GDPR Art. 83, CCPA \u00a7 1798.155(a), and HIPAA 45 CFR \u00a7 160.404. Cost benchmarks from IBM Cost of a Data Breach Report (annually updated). All citations in references/SOURCES.md for verification. Use when asked: \"assess breach impact\", \"what data could be exposed\", \"calculate blast radius\", \"data exposure analysis\", \"how bad would a breach be\", \"quantify data risk\", \"sensitive data inventory\", \"data flow security audit\", \"pre-breach assessment\", \"worst-case breach scenario\", \"breach readiness\", \"data risk report\", \"/data-breach-blast-radius\". For any stack handling user data, health records, or financial information. Output labels law-sourced figures (exact) vs heuristic estimates (planning only). Does not replace legal counsel.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-28T04:26:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/data-breach-blast-radius",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/data-breach-blast-radius/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "analysis",
        "data",
        "breach",
        "blast",
        "radius"
      ],
      "duplicate_status": null,
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      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/datanalysis-credit-risk",
      "name": "datanalysis-credit-risk",
      "description": "Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment,  missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-02T08:31:21Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/datanalysis-credit-risk",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/datanalysis-credit-risk/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "datanalysis",
        "credit",
        "risk"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 228,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/dataverse-python-advanced-patterns",
      "name": "dataverse-python-advanced-patterns",
      "description": "Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/dataverse-python-advanced-patterns",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/dataverse-python-advanced-patterns/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "dataverse",
        "python",
        "advanced",
        "patterns"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/dataverse-python-production-code",
      "name": "dataverse-python-production-code",
      "description": "Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/dataverse-python-production-code",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/dataverse-python-production-code/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "dataverse",
        "python",
        "production",
        "code"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/dataverse-python-quickstart",
      "name": "dataverse-python-quickstart",
      "description": "Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/dataverse-python-quickstart",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/dataverse-python-quickstart/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "art",
        "dataverse",
        "python",
        "quickstart"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/dataverse-python-usecase-builder",
      "name": "dataverse-python-usecase-builder",
      "description": "Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/dataverse-python-usecase-builder",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/dataverse-python-usecase-builder/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "dataverse",
        "python",
        "usecase",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/debian-linux-triage",
      "name": "debian-linux-triage",
      "description": "Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/debian-linux-triage",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/debian-linux-triage/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "debian",
        "linux",
        "triage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/declarative-agents",
      "name": "declarative-agents",
      "description": "Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration",
      "provider": "github",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/declarative-agents",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/declarative-agents/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "declarative",
        "agents"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/dependabot",
      "name": "dependabot",
      "description": "Comprehensive guide for configuring and managing GitHub Dependabot. Use this skill when users ask about creating or optimizing dependabot.yml files, managing Dependabot pull requests, configuring dependency update strategies, setting up grouped updates, monorepo patterns, multi-ecosystem groups, security update configuration, auto-triage rules, or any GitHub Advanced Security (GHAS) supply chain security topic related to Dependabot. For pre-commit dependency vulnerability scanning in AI coding agents via the GitHub MCP Server, this skill references the Advanced Security plugin (`advanced-security@copilot-plugins`). Use this skill when an agent needs to scan dependencies for known vulnerabilities before committing.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-15T00:56:29Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/dependabot",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/dependabot/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "mcp",
        "dependabot"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 123,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/desk-journal",
      "name": "desk-journal",
      "description": "Write, append, or read desk journal entries. The journal is persistent memory \u2014 what survives session boundaries. A good entry has: what was done, current state, next step.",
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    {
      "id": "github/efcore-d2-db-diagram",
      "name": "efcore-d2-db-diagram",
      "description": "Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# entity relationship diagram, PostgreSQL schema visualization, generate .d2 file from EF Core entities, Fluent API mapping diagram, migrations-based database diagram, table relationships, owned types, many-to-many join tables, indexes and constraints. DO NOT USE FOR: runtime debugging, database migration execution, schema deployment, SQL performance tuning, or draw.io diagrams.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-25T01:34:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/efcore-d2-db-diagram",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/efcore-d2-db-diagram/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "api",
        "visual",
        "efcore",
        "diagram"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 144,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/em-dash",
      "name": "em-dash",
      "description": "Expert on the history, origin, and correct use of the em dash. Use when writing or reviewing code, comments, or data files to avoid em and en dashes, defaulting to never using them and replacing any found with a hyphen (-). Includes strong knowledge of punctuation marks and the proper usage of punctuation characters when writing comments.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-18T01:28:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/em-dash",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/em-dash/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "knowledge",
        "dash"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 120,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/email-drafter",
      "name": "email-drafter",
      "description": "Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, greeting, structure, and sign-off patterns via WorkIQ, then generates context-aware drafts for any recipient. USE FOR: draft email, write email, compose email, reply email, follow-up email, analyze email tone, email style.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-26T23:24:47Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/email-drafter",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/email-drafter/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "email",
        "drafter"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 203,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/entra-agent-user",
      "name": "entra-agent-user",
      "description": "Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-21T11:04:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/entra-agent-user",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/entra-agent-user/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "git",
        "entra",
        "agent",
        "user"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 237,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/eval-driven-dev",
      "name": "eval-driven-dev",
      "description": "Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze results, and produce a concrete action plan for improvements. ALWAYS USE THIS SKILL when the user asks to set up QA, add tests, add evals, evaluate, benchmark, fix wrong behaviors, improve quality, or do quality assurance for any Python project that calls an LLM model.\n",
      "provider": "github",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": "Python 3.10+",
      "last_updated_at": "2026-04-28T01:27:48Z",
      "metadata": {
        "version": "0.8.4",
        "pixie-qa-version": ">=0.8.4,<0.9.0",
        "pixie-qa-source": "https://github.com/yiouli/pixie-qa/"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/eval-driven-dev",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/eval-driven-dev/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "eval",
        "driven",
        "dev"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/exam-ready",
      "name": "exam-ready",
      "description": "Activate this skill when a student provides study material (PDF or pasted notes) and a syllabus, and wants to prepare for an exam. Extracts key definitions, points, keywords, diagrams, exam-ready sentences, and practice questions strictly from the provided material.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-20T02:31:29Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/exam-ready",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/exam-ready/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pdf",
        "pr",
        "extract",
        "exam",
        "ready"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 179,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/excalidraw-diagram-generator",
      "name": "excalidraw-diagram-generator",
      "description": "Generate Excalidraw diagrams from natural language descriptions. Use when asked to \"create a diagram\", \"make a flowchart\", \"visualize a process\", \"draw a system architecture\", \"create a mind map\", or \"generate an Excalidraw file\". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T01:37:11Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/excalidraw-diagram-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/excalidraw-diagram-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "json",
        "pr",
        "art",
        "visual",
        "excalidraw",
        "diagram",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 53,
      "maintenance_status": "maintained",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/eyeball",
      "name": "eyeball",
      "description": "Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screenshot from the source material so you can verify it with your own eyes.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-30T23:41:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/eyeball",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/eyeball/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "document",
        "analysis",
        "eyeball"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 168,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/fabric-lakehouse",
      "name": "fabric-lakehouse",
      "description": "Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access control, and code examples. This skill supports users in designing, building, and optimizing Lakehouse solutions using best practices.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-17T19:18:43Z",
      "metadata": {
        "author": "tedvilutis",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/fabric-lakehouse",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/fabric-lakehouse/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "fabric",
        "lakehouse"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 240,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/fedora-linux-triage",
      "name": "fedora-linux-triage",
      "description": "Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/fedora-linux-triage",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/fedora-linux-triage/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "fedora",
        "linux",
        "triage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/finalize-agent-prompt",
      "name": "finalize-agent-prompt",
      "description": "Finalize prompt file using the role of an AI agent to polish the prompt for the end user.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/finalize-agent-prompt",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/finalize-agent-prompt/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "finalize",
        "agent",
        "prompt"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/finnish-humanizer",
      "name": "finnish-humanizer",
      "description": "Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to \"humanize\", \"naturalize\", or \"remove AI feel\" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-16T15:01:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/finnish-humanizer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/finnish-humanizer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "finnish",
        "humanizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 241,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/first-ask",
      "name": "first-ask",
      "description": "Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride extension.",
      "provider": "github",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/first-ask",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/first-ask/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "first",
        "ask"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/flowstudio-power-automate-build",
      "name": "flowstudio-power-automate-build",
      "description": "Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests \u2014 all via MCP without opening the portal. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription \u2014 see https://mcp.flowstudio.app",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-07T02:40:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/flowstudio-power-automate-build",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/flowstudio-power-automate-build/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "test",
        "mcp",
        "flowstudio",
        "power",
        "automate",
        "build"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 39,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/flowstudio-power-automate-debug",
      "name": "flowstudio-power-automate-debug",
      "description": "Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actual root cause. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription \u2014 see https://mcp.flowstudio.app",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-07T02:40:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/flowstudio-power-automate-debug",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/flowstudio-power-automate-debug/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "mcp",
        "flowstudio",
        "power",
        "automate",
        "debug"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 39,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/flowstudio-power-automate-governance",
      "name": "flowstudio-power-automate-governance",
      "description": "Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. Classify flows by business impact, detect orphaned resources, audit connector usage, enforce compliance standards, manage notification rules, and compute governance scores \u2014 all without Dataverse or the CoE Starter Kit. Load this skill when asked to: tag or classify flows, set business impact, assign ownership, detect orphans, audit connectors, check compliance, compute archive scores, manage notification rules, run a governance review, generate a compliance report, offboard a maker, or any task that involves writing governance metadata to flows. Requires a FlowStudio for Teams or MCP Pro+ subscription \u2014 see https://mcp.flowstudio.app",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-07T02:40:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/flowstudio-power-automate-governance",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/flowstudio-power-automate-governance/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "art",
        "flowstudio",
        "power",
        "automate",
        "governance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 39,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/flowstudio-power-automate-mcp",
      "name": "flowstudio-power-automate-mcp",
      "description": "Foundation skill for Power Automate via FlowStudio MCP \u2014 auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` / `tool_search`, and oversized-response handling. Load this skill first when connecting an agent to Power Automate. For specialized workflows, load `flowstudio-power-automate-build`, `flowstudio-power-automate-debug`, `flowstudio-power-automate-monitoring` (Pro+), or `flowstudio-power-automate-governance` (Pro+) \u2014 each contains the workflow narrative, this skill provides the plumbing they all rely on. Requires a FlowStudio MCP subscription or compatible server \u2014 see https://mcp.flowstudio.app",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-07T02:40:51Z",
      "metadata": {},
      "source": {
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        "path": "skills/flowstudio-power-automate-mcp",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/flowstudio-power-automate-mcp/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "mcp",
        "flowstudio",
        "power",
        "automate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 39,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/flowstudio-power-automate-monitoring",
      "name": "flowstudio-power-automate-monitoring",
      "description": "Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app inventory, inactive owners, and compliance/health reports. Use only for aggregated tenant views. For one environment, one flow, run control, or root-cause debugging, use flowstudio-power-automate-mcp, flowstudio-power-automate-debug, or the server monitor-flow bundle. Requires FlowStudio for Teams or MCP Pro+.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-07T02:40:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/flowstudio-power-automate-monitoring",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/flowstudio-power-automate-monitoring/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "flowstudio",
        "power",
        "automate",
        "monitoring"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 39,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/fluentui-blazor",
      "name": "fluentui-blazor",
      "description": "Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with \"Fluent\". Also use when troubleshooting missing providers, JS interop issues, or theming.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-16T21:43:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/fluentui-blazor",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/fluentui-blazor/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "fluentui",
        "blazor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 241,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/folder-structure-blueprint-generator",
      "name": "folder-structure-blueprint-generator",
      "description": "Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter), generates detailed blueprints with visualization options, naming conventions, file placement patterns, and extension templates for maintaining consistent code organization across diverse technology stacks.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
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        "path": "skills/folder-structure-blueprint-generator",
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        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "visual",
        "document",
        "folder",
        "structure",
        "blueprint",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/foundry-agent-sync",
      "name": "foundry-agent-sync",
      "description": "Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that only generate local code, this skill registers agents in the Foundry service itself \u2014 making them immediately available for invocation. Use when the user asks to create agents in Foundry, sync, deploy, register, or push agents to Foundry, update agent instructions, or scaffold the manifest and sync script for a new repository. Triggers: 'create agent in foundry', 'sync foundry agents', 'deploy agents to foundry', 'register agents in foundry', 'push agents', 'create foundry agent manifest', 'scaffold agent sync'.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:56:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/foundry-agent-sync",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/foundry-agent-sync/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "api",
        "foundry",
        "agent",
        "sync"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/foundry-hosted-agent-copilotkit",
      "name": "foundry-hosted-agent-copilotkit",
      "description": "Build and evolve agentic web apps that pair a CopilotKit React frontend with a Microsoft Agent Framework agent running as a Microsoft Foundry hosted agent, connected over the AG-UI protocol. Covers choosing the wiring, using Foundry-native primitives instead of hand-rolled plumbing, agent tools, human-in-the-loop approvals, generative UI and shared state, local run and azd deploy, debugging the event stream, and safe upgrades.",
      "provider": "github",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-07T06:00:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/foundry-hosted-agent-copilotkit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/foundry-hosted-agent-copilotkit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "foundry",
        "hosted",
        "agent",
        "copilotkit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/freecad-scripts",
      "name": "freecad-scripts",
      "description": "Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher scripts, workbench tools, GUI dialogs with PySide, Coin3D scenegraph manipulation, or any FreeCAD Python API task. Covers FreeCAD scripting basics, geometry creation, FeaturePython objects, interface tools, and macro development.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-10T01:02:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/freecad-scripts",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/freecad-scripts/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "api",
        "art",
        "freecad",
        "scripts"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 189,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/from-the-other-side-anitta",
      "name": "from-the-other-side-anitta",
      "description": "Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration.",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-28T00:08:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/from-the-other-side-anitta",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/from-the-other-side-anitta/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "from",
        "the",
        "other",
        "side",
        "anitta"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 141,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/from-the-other-side-quinn",
      "name": "from-the-other-side-quinn",
      "description": "Collaboration profile for Quinn: curious, energetic, and implementation-focused partnership patterns for Ember sessions with Alison.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-28T00:08:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/from-the-other-side-quinn",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/from-the-other-side-quinn/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "from",
        "the",
        "other",
        "side",
        "quinn"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 141,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/from-the-other-side-vega",
      "name": "from-the-other-side-vega",
      "description": "Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the intersection of analytical and intuitive, or who need a partner that can keep up with high-energy creative work. Not shown directly to users \u2014 informs how Ember shows up.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-07T20:43:44Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/from-the-other-side-vega",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/from-the-other-side-vega/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "from",
        "the",
        "other",
        "side",
        "vega"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 191,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/from-the-other-side-wiggins",
      "name": "from-the-other-side-wiggins",
      "description": "Narrative and synthesis profile for Wiggins: framing, explanation, and audience-aware communication patterns for Ember sessions.",
      "provider": "github",
      "category": "enterprise",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-28T00:08:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/from-the-other-side-wiggins",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/from-the-other-side-wiggins/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "from",
        "the",
        "other",
        "side",
        "wiggins"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 141,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/game-engine",
      "name": "game-engine",
      "description": "Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games.",
      "provider": "github",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-23T04:31:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/game-engine",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/game-engine/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "game",
        "engine"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 235,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gdpr-compliant",
      "name": "gdpr-compliant",
      "description": "Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user data, writing retention/deletion jobs, designing cloud infrastructure, or reviewing pull requests for privacy compliance. Trigger this skill for any task involving personal data, user accounts, cookies, analytics, emails, audit logs, encryption, pseudonymization, anonymization, data exports, breach response, CI/CD pipelines that process real data, or any question framed as \"is this GDPR-compliant?\". Inspired by CNIL developer guidance and GDPR Articles 5, 25, 32, 33, 35.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-30T23:53:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gdpr-compliant",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gdpr-compliant/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "api",
        "design",
        "art",
        "email",
        "gdpr",
        "compliant"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 199,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gem-devops-guidelines",
      "name": "gem-devops-guidelines",
      "description": "Design or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health checks, rollback, feature flags, production readiness, and mobile release workflows. Use for DevOps, platform, container, pipeline, or release tasks.",
      "provider": "github",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-18T01:47:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gem-devops-guidelines",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gem-devops-guidelines/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "design",
        "gem",
        "devops",
        "guidelines"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 28,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gen-specs-as-issues",
      "name": "gen-specs-as-issues",
      "description": "This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gen-specs-as-issues",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gen-specs-as-issues/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "gen",
        "specs",
        "issues"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/generate-custom-instructions-from-codebase",
      "name": "generate-custom-instructions-from-codebase",
      "description": "Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instructions allowing Copilot to maintain consistency during technology migrations, major refactoring, or framework version upgrades.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/generate-custom-instructions-from-codebase",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/generate-custom-instructions-from-codebase/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "generate",
        "custom",
        "instructions",
        "from",
        "codebase"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/generate-image",
      "name": "generate-image",
      "description": "Generate images using AI. Use when asked to generate, create, or make images, textures, icons, sprites, artwork, visual assets, or mockups. Supports OpenAI (gpt-image-2) and Google Gemini (Nano Banana). Requires an API key for the chosen provider.",
      "provider": "github",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-15T01:26:59Z",
      "metadata": {
        "version": "2.1.0",
        "providers": "openai, gemini"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/generate-image",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/generate-image/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "art",
        "visual",
        "generate",
        "image"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 154,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/geofeed-tuner",
      "name": "geofeed-tuner",
      "description": "Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyond RFC 8805 compliance. Do NOT use for private or internal IP address management \u2014 applies only to publicly routable IP addresses.\n",
      "provider": "github",
      "category": "data",
      "license": "Apache-2.0",
      "compatibility": "Requires Python 3",
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {
        "author": "Sid Mathur <support@getfastah.com>",
        "version": "0.0.9"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/geofeed-tuner",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/geofeed-tuner/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "csv",
        "pr",
        "geofeed",
        "tuner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/gh-attach",
      "name": "gh-attach",
      "description": "Uploads a local file (screenshot, image, PDF, zip, video) to GitHub user-attachments, downloads GitHub user-attachments, and embeds local files in a PR, issue, or comment. Use when asked to \"attach a screenshot to the PR\", \"add an image to the issue\", \"embed before/after screenshots\", \"attach this file\", or \"download this GitHub attachment\". Powered by `gh-attach`.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-05T05:43:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gh-attach",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gh-attach/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pdf",
        "github",
        "git",
        "pr",
        "attach"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 72,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/git-commit",
      "name": "git-commit",
      "description": "Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions \"/commit\". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-01-22T17:18:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/git-commit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/git-commit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "git",
        "analysis",
        "commit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 266,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/git-flow-branch-creator",
      "name": "git-flow-branch-creator",
      "description": "Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/git-flow-branch-creator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/git-flow-branch-creator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "git",
        "pr",
        "flow",
        "branch",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/github-actions-efficiency",
      "name": "github-actions-efficiency",
      "description": "Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-25T01:05:10Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/github-actions-efficiency",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/github-actions-efficiency/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "ci",
        "actions",
        "efficiency"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 144,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/github-actions-hardening",
      "name": "github-actions-hardening",
      "description": "Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and general code linters miss \u2014 untrusted-input script injection, privileged triggers running fork code, mutable action references, and over-scoped tokens. Use this skill when asked to review, audit, harden, or secure a GitHub Actions workflow, when writing a new workflow, or for any request like \"is this workflow safe?\", \"review my CI for security issues\", \"why is pull_request_target dangerous here?\", \"pin my actions\", or \"lock down GITHUB_TOKEN permissions\". Covers script injection via ${{ }} interpolation, pull_request_target / workflow_run privilege escalation, SHA-pinning of third-party actions, least-privilege permissions, GITHUB_ENV/GITHUB_OUTPUT injection, secret exposure, OIDC over long-lived credentials, and self-hosted runner exposure on public repositories.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-16T01:04:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/github-actions-hardening",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/github-actions-hardening/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "lint",
        "art",
        "actions",
        "hardening"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 122,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/github-actions-runtime-upgrade-conventions",
      "name": "github-actions-runtime-upgrade-conventions",
      "description": "Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-19T00:19:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/github-actions-runtime-upgrade-conventions",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/github-actions-runtime-upgrade-conventions/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "actions",
        "runtime",
        "upgrade",
        "conventions"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 119,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/github-codespaces-efficiency",
      "name": "github-codespaces-efficiency",
      "description": "Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers, right-size machines, tune idle timeout, or scope prebuilds to branches with sustained usage.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-25T01:05:10Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/github-codespaces-efficiency",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/github-codespaces-efficiency/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "art",
        "codespaces",
        "efficiency"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 144,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/github-copilot-starter",
      "name": "github-copilot-starter",
      "description": "Set up complete GitHub Copilot configuration for a new project based on technology stack",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-09T23:10:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/github-copilot-starter",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/github-copilot-starter/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "art",
        "copilot",
        "starter"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 220,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/github-issues",
      "name": "github-issues",
      "description": "Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, manage repository labels, set issue fields (dates, priority, custom fields), set issue types, manage issue workflows, link issues, add dependencies, or track blocked-by/blocking relationships. Triggers on requests like \"create an issue\", \"file a bug\", \"request a feature\", \"update issue X\", \"set the priority\", \"set the start date\", \"create a label\", \"rename a label\", \"list repo labels\", \"link issues\", \"add dependency\", \"blocked by\", \"blocking\", or any GitHub issue management task.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-31T02:26:48Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/github-issues",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/github-issues/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "mcp",
        "art",
        "issues"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 46,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/github-release",
      "name": "github-release",
      "description": "Guides IA through releasing a new version of a GitHub library end-to-end. Handles SemVer versioning and Keep a Changelog formatting automatically.\n",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "requires: gh CLI and git",
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/github-release",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/github-release/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "release"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gitmoji",
      "name": "gitmoji",
      "description": "Generates commit messages following the gitmoji convention (https://gitmoji.dev) \u2014 picks the right emoji for the intent of the change and writes a well-formed message. Use when asked to \"write a gitmoji commit\", \"add an emoji to my commit message\", \"which gitmoji should I use\", \"gitmoji this change\", or when a project uses gitmoji-style commit messages. Works from a git diff, staged changes, or a plain description of the change. Generates the message only \u2014 does not run git commands.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-27T04:23:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gitmoji",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gitmoji/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "git",
        "pr",
        "gitmoji"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 81,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/go-mcp-server-generator",
      "name": "go-mcp-server-generator",
      "description": "Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/go-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/go-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "mcp",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/gsap-framer-scroll-animation",
      "name": "gsap-framer-scroll-animation",
      "description": "Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal scroll, text animations, or any motion tied to scroll position \u2014 in vanilla JS, React, or Next.js. Covers GSAP ScrollTrigger (pinning, scrubbing, snapping, timelines, horizontal scroll, ScrollSmoother, matchMedia) and Framer Motion / Motion v12 (useScroll, useTransform, useSpring, whileInView, variants). Use this skill even if the user just says \"animate on scroll\", \"fade in as I scroll\", \"make it scroll like Apple\", \"parallax effect\", \"sticky section\", \"scroll progress bar\", or \"entrance animation\". Also triggers for Copilot prompt patterns for GSAP or Framer Motion code generation. Pairs with the premium-frontend-ui skill for creative philosophy and design-level polish.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-14T23:42:53Z",
      "metadata": {
        "author": "Utkarsh Patrikar",
        "author_url": "https://github.com/utkarsh232005"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gsap-framer-scroll-animation",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gsap-framer-scroll-animation/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "gsap",
        "framer",
        "scroll",
        "animation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 184,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-0-to-1-launch",
      "name": "gtm-0-to-1-launch",
      "description": "Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning that press coverage does not equal growth. Includes the three-layer diagnosis, the 2-week experiment cycle, and the launch that got 50K impressions and 12 signups.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
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        "path": "skills/gtm-0-to-1-launch",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-0-to-1-launch/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "gtm",
        "launch"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-ai-gtm",
      "name": "gtm-ai-gtm",
      "description": "Go-to-market strategy for AI products. Use when positioning AI products, handling \"who is responsible when it breaks\" objections, pricing variable-cost AI, choosing between copilot/agent/teammate framing, or selling autonomous tools into enterprises.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-ai-gtm",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-ai-gtm/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "gtm"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-board-and-investor-communication",
      "name": "gtm-board-and-investor-communication",
      "description": "Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building board-level metric discipline. Includes the \"Three Things\" narrative model, the 4-tier metric hierarchy, and the pre-brief pattern that prevents board surprises.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-board-and-investor-communication",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-board-and-investor-communication/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "meeting",
        "gtm",
        "board",
        "and",
        "investor",
        "communication"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-developer-ecosystem",
      "name": "gtm-developer-ecosystem",
      "description": "Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-developer-ecosystem",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-developer-ecosystem/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "gtm",
        "developer",
        "ecosystem"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-enterprise-account-planning",
      "name": "gtm-enterprise-account-planning",
      "description": "Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the \"stale MAP equals dead deal\" pattern.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-enterprise-account-planning",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-enterprise-account-planning/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "gtm",
        "enterprise",
        "account",
        "planning"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-enterprise-onboarding",
      "name": "gtm-enterprise-onboarding",
      "description": "Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing churn during onboarding, or solving the adoption cliff that kills deals post-go-live. Includes the Week 4 ghosting pattern.",
      "provider": "github",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-enterprise-onboarding",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-enterprise-onboarding/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "gtm",
        "enterprise",
        "onboarding"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-operating-cadence",
      "name": "gtm-operating-cadence",
      "description": "Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment is worse, or leadership meetings consume all time without producing decisions.",
      "provider": "github",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-operating-cadence",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-operating-cadence/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "art",
        "meeting",
        "gtm",
        "operating",
        "cadence"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-partnership-architecture",
      "name": "gtm-partnership-architecture",
      "description": "Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-partnership-architecture",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-partnership-architecture/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "gtm",
        "partnership",
        "architecture"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-positioning-strategy",
      "name": "gtm-positioning-strategy",
      "description": "Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a product, or testing positioning claims. Includes Crawl-Walk-Run rollout methodology and the word change that improved enterprise deal progression.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-positioning-strategy",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-positioning-strategy/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "gtm",
        "positioning",
        "strategy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-product-led-growth",
      "name": "gtm-product-led-growth",
      "description": "Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth equations, or recognizing when product complexity demands human touch. Includes the parallel test where sales-led won 10x on revenue.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-product-led-growth",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-product-led-growth/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "gtm",
        "product",
        "led",
        "growth"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/gtm-technical-product-pricing",
      "name": "gtm-technical-product-pricing",
      "description": "Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing conversations, deciding when to raise prices, or using price as a positioning signal.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-23T00:49:51Z",
      "metadata": {
        "author": "Smit Patel (https://linkedin.com/in/smitkpatel)",
        "source": "https://github.com/beingsmit/technical-product-gtm"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/gtm-technical-product-pricing",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-technical-product-pricing/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "gtm",
        "technical",
        "product",
        "pricing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 207,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/harness-engineering",
      "name": "harness-engineering",
      "description": "Adopt repository-level harness engineering for coding agents. Use when a user wants to prevent repeated AI coding-agent mistakes by turning failures into durable instructions, drift checks, regression tests, failure memory, and adoption reports tailored to the target repository.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-16T01:18:02Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/harness-engineering",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/harness-engineering/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "harness",
        "engineering"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 122,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/image-annotations",
      "name": "image-annotations",
      "description": "Annotate screenshots, diagrams, and images with callout rectangles, arrows, labels, and color-coded highlights using PIL. Includes rules for animated GIF annotations with timing and pacing.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-13T00:07:01Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/image-annotations",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/image-annotations/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "image",
        "annotations"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 95,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/image-manipulation-image-magick",
      "name": "image-manipulation-image-magick",
      "description": "Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when working with images, creating thumbnails, resizing wallpapers, or performing batch image operations.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": "Requires ImageMagick installed and available as `magick` on PATH. Cross-platform examples provided for PowerShell (Windows) and Bash (Linux/macOS).",
      "last_updated_at": "2026-01-21T16:48:38Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/image-manipulation-image-magick",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/image-manipulation-image-magick/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "image",
        "manipulation",
        "magick"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 267,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/impediment-prioritization",
      "name": "impediment-prioritization",
      "description": "Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula. Use when someone asks to prioritize, rank, sequence, or triage impediments, countermeasures, remediation items, risks, findings, gaps, action items, or backlog entries; or mentions value-stream prioritization, A3 / lean countermeasure ranking, ROI vs. effort scoring, or building a remediation / improvement backlog. Works with GHQR findings, audit results, retrospective action items, risk registers, architecture review gaps, or any free-form `{impediment, countermeasure}` list.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-04-28T03:49:58Z",
      "metadata": {
        "author": "ajenns",
        "version": "2.0.0",
        "created": "2026-04-19",
        "updated": "2026-04-21",
        "framework": "value-stream-prioritization",
        "domain": "general"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/impediment-prioritization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/impediment-prioritization/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "impediment",
        "prioritization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/import-infrastructure-as-code",
      "name": "import-infrastructure-as-code",
      "description": "Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure infrastructure, generate Infrastructure as Code from existing subscriptions/resource groups/resource IDs, map dependencies, derive exact import addresses from downloaded module source, prevent configuration drift, and produce AVM-based Terraform files ready for validation and planning across any Azure resource type.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-02T08:32:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/import-infrastructure-as-code",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/import-infrastructure-as-code/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cli",
        "import",
        "infrastructure",
        "code"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 228,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/incident-postmortem",
      "name": "incident-postmortem",
      "description": "Use when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless post-mortem. Triggers on phrases like \"write a post-mortem\", \"incident review\", \"what went wrong\", \"outage report\", \"root cause analysis\", or \"RCA\". Covers timeline reconstruction, contributing factor analysis, impact quantification, and action item generation with owners.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-17T04:46:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/incident-postmortem",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/incident-postmortem/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "incident",
        "postmortem"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 121,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/integrate-context-matic",
      "name": "integrate-context-matic",
      "description": "Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API SDKs, `ask` for integration guidance, `model_search` and `endpoint_search` for SDK details. Use when the user asks to integrate a third-party API, add an API client, implement features with an external API, or work with any third-party API or SDK.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:57:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/integrate-context-matic",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/integrate-context-matic/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "mcp",
        "cli",
        "art",
        "integrate",
        "context",
        "matic"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/issue-fields-migration",
      "name": "issue-fields-migration",
      "description": "Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields. Use when users say \"migrate my labels to issue fields\", \"migrate project fields to issue fields\", \"convert labels to issue fields\", \"copy project field values to issue fields\", or ask about adopting issue fields. Issue fields are org-level typed metadata (single select, text, number, date) that replace label-based workarounds with structured, searchable, cross-repo fields.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-13T07:30:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/issue-fields-migration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/issue-fields-migration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "convert",
        "issue",
        "fields",
        "migration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 217,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/java-add-graalvm-native-image-support",
      "name": "java-add-graalvm-native-image-support",
      "description": "GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best practices.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-add-graalvm-native-image-support",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-add-graalvm-native-image-support/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "java",
        "add",
        "graalvm",
        "native",
        "image",
        "support"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/java-docs",
      "name": "java-docs",
      "description": "Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-docs",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-docs/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "java",
        "docs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/java-helidon",
      "name": "java-helidon",
      "description": "Get best practices for developing applications with Helidon 4 (SE and MP). Use when working with Helidon SE or Helidon MP, HttpService routing, Helidon DB Client, MicroProfile Config, Helidon Security, or Helidon testing in Java 21+ projects.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-15T21:28:53Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-helidon",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-helidon/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "cli",
        "java",
        "helidon"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/java-junit",
      "name": "java-junit",
      "description": "Get best practices for JUnit 5 unit testing, including data-driven tests",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-junit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-junit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "java",
        "junit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/java-mcp-server-generator",
      "name": "java-mcp-server-generator",
      "description": "Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copilot or Claude, to use Java code, an API, or a database. Use it even if the user does not say \"MCP\". The skill makes a Maven or Gradle project with the MCP Java SDK 2.x, tools, JUnit tests, and client configuration. Do not use it for an MCP client or for a server in another language.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "JDK 17 or later, Maven 3.9 or later or Gradle 9 or later, and network access to download dependencies. The MCP Inspector also uses Node.js.",
      "last_updated_at": "2026-10-09T04:25:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "test",
        "api",
        "mcp",
        "cli",
        "java",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 7,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/java-refactoring-extract-method",
      "name": "java-refactoring-extract-method",
      "description": "Refactoring using Extract Methods in Java Language",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-refactoring-extract-method",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-refactoring-extract-method/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "extract",
        "java",
        "refactoring",
        "method"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/java-refactoring-remove-parameter",
      "name": "java-refactoring-remove-parameter",
      "description": "Refactoring using Remove Parameter in Java Language",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-refactoring-remove-parameter",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-refactoring-remove-parameter/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "java",
        "refactoring",
        "remove",
        "parameter"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/java-springboot",
      "name": "java-springboot",
      "description": "Get best practices for developing applications with Spring Boot.",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-springboot",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-springboot/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "java",
        "springboot"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/java-upgrade",
      "name": "java-upgrade",
      "description": "Upgrade a Java project to a newer JDK (11 to 17, 17 to 21, 21 to 25) and adopt the new language and library features. Detects the current Java version from the build files, then loads only the matching per-version guide. Use when the user asks to upgrade Java, modernize Java code, or adopt records, sealed classes, pattern matching, virtual threads or other new Java features. For automated end-to-end upgrades see the modernize-java plugin.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T10:40:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/java-upgrade",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/java-upgrade/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "java",
        "upgrade"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/javascript-typescript-jest",
      "name": "javascript-typescript-jest",
      "description": "Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.",
      "provider": "github",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/javascript-typescript-jest",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/javascript-typescript-jest/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "javascript",
        "typescript",
        "jest"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/javax-to-jakarta-migration",
      "name": "javax-to-jakarta-migration",
      "description": "Migrate Java code from javax.* to jakarta.* namespace. Use only when the user explicitly asks for a javax to jakarta namespace or framework migration (for example to Tomcat 10+/11 or Jakarta EE), or when java-upgrade or spring-boot-4-migration delegates it. Finding javax imports alone does not authorize a migration.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T10:50:56Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/javax-to-jakarta-migration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/javax-to-jakarta-migration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "javax",
        "jakarta",
        "migration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/kotlin-mcp-server-generator",
      "name": "kotlin-mcp-server-generator",
      "description": "Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/kotlin-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/kotlin-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "mcp",
        "kotlin",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/kotlin-springboot",
      "name": "kotlin-springboot",
      "description": "Get best practices for developing applications with Spring Boot and Kotlin.",
      "provider": "github",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/kotlin-springboot",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/kotlin-springboot/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "kotlin",
        "springboot"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/landing-page-conversion-audit",
      "name": "landing-page-conversion-audit",
      "description": "Audit a landing page, sales page or checkout page for conversion leaks and return a fix list ordered by expected revenue impact. Use when asked to review, critique or improve a landing page, sales page, opt-in page, product page or checkout flow, when conversion rate is low, when paid traffic is not converting, or when someone asks \"why isn't this page converting\" or wants a CRO / landing page review.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-10T00:53:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/landing-page-conversion-audit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/landing-page-conversion-audit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "convert",
        "landing",
        "page",
        "conversion",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 67,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/latchshot-page-capture",
      "name": "latchshot-page-capture",
      "description": "Use this skill when a user needs a screenshot, website thumbnail, full-page capture, or PDF of a public HTTP(S) webpage saved as a local artifact through Latchshot, including report, QA, archive, and social-preview workflows. Do not use it for private or authenticated pages, raw HTML, scraping or extraction, arbitrary browser actions, CAPTCHA or anti-bot bypass, or local-file capture.",
      "provider": "github",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-21T08:16:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/latchshot-page-capture",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/latchshot-page-capture/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pdf",
        "pr",
        "ci",
        "api",
        "art",
        "extract",
        "latchshot",
        "page",
        "capture"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 87,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/lean-comments",
      "name": "lean-comments",
      "description": "Audits, writes, and refines maintained first-party source-code comments and declaration-level documentation across languages. Use when adding, editing, reviewing, cleaning up, or auditing comments, doc comments, docstrings, TODO, FIXME, NOTE, suppressions, or other source commentary, including while modifying code and deciding whether a comment is warranted at all. Defaults to no comment unless it preserves meaningful, non-obvious information that cannot reasonably be recovered from the code or nearby repository context.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-29T00:13:42Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/lean-comments",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/lean-comments/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "document",
        "lean",
        "comments"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/legacy-circuit-mockups",
      "name": "legacy-circuit-mockups",
      "description": "Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic component placements, draw breadboard diagrams, mockup 6502 builds, generate retro computer schematics, or design vintage electronics projects. Supports 555 timers, W65C02S microprocessors, 28C256 EEPROMs, W65C22 VIA chips, 7400-series logic gates, LEDs, resistors, capacitors, switches, buttons, crystals, and wires.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-20T01:26:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/legacy-circuit-mockups",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/legacy-circuit-mockups/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "visual",
        "legacy",
        "circuit",
        "mockups"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 269,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/linkedin-post-formatter",
      "name": "linkedin-post-formatter",
      "description": "Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized patterns. USE FOR: draft LinkedIn post, format text for LinkedIn, create social media post, write thought leadership post, convert content to LinkedIn format, LinkedIn carousel text, Unicode bold italic formatting.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-15T22:54:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/linkedin-post-formatter",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/linkedin-post-formatter/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "visual",
        "convert",
        "linkedin",
        "post",
        "formatter"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 183,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/lsp-setup",
      "name": "lsp-setup",
      "description": "Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects the OS, installs the right server, and generates the JSON configuration (user-level or repo-level). Use when you need deeper code understanding and no LSP server is configured, or when the user asks to set up, install, or configure an LSP server.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-09T18:54:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/lsp-setup",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/lsp-setup/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "cli",
        "lsp",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 189,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/macos-golden-gate-design",
      "name": "macos-golden-gate-design",
      "description": "Design, implement, review, or refactor native macOS 27 Golden Gate interfaces in SwiftUI or AppKit. Use when a Mac app must match Apple's current macOS 27 UI kit and restrained Liquid Glass language: integrated windows, full-height sidebars, native toolbars, flat lists, tables, and forms, clear pane boundaries, accessible materials, and removal of unnecessary nested cards, framed panels, or glassmorphism. Also use for Figma macOS 27 design-to-code work and audits of interfaces that feel too boxed.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-09-21T00:25:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/macos-golden-gate-design",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/macos-golden-gate-design/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "macos",
        "golden",
        "gate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 25,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/make-blog-post",
      "name": "make-blog-post",
      "description": "Turn code from the current session into a blog post written in the voice of its author. Covers one function, script, class, or tool as a focused walkthrough with a generalized sample and a usage example, learns tone and structure from existing posts or writing samples by the same author, takes the destination from what the user names or the blog repository in use instead of assumed folders, and saves no file until the draft is approved. Use when asked to write, draft, or turn code into a blog post, article, tutorial, or gist, or when invoked as /make-blog-post at the end of a turn.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-07T03:34:06Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/make-blog-post",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/make-blog-post/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "make",
        "blog",
        "post"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/make-repo-contribution",
      "name": "make-repo-contribution",
      "description": "All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull request (or PR) created, a search must be done to ensure the right steps are followed. Whenever asked to create an issue, commit messages, to push code, or create a PR, use this skill so everything is done correctly.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-17T21:27:02Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/make-repo-contribution",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/make-repo-contribution/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "document",
        "make",
        "repo",
        "contribution"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 240,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/markdown-to-html",
      "name": "markdown-to-html",
      "description": "Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like `jekyll/jekyll`, `gohugoio/hugo`, or similar web templating systems that utilize markdown documents, converting them to html. Use when asked to \"convert markdown to html\", \"transform md to html\", \"render markdown\", \"generate html from markdown\", or when working with .md files and/or web a templating system that converts markdown to HTML output. Supports CLI and Node.js workflows with GFM, CommonMark, and standard Markdown flavors.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-29T05:49:17Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/markdown-to-html",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/markdown-to-html/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "cli",
        "document",
        "convert",
        "markdown",
        "html"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 260,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/markstream-install",
      "name": "markstream-install",
      "description": "Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications. Use for package selection, minimal peer dependencies, CSS order, SSR boundaries, streaming mode, and renderer setup.",
      "provider": "github",
      "category": "web",
      "license": "MIT",
      "compatibility": "JavaScript or TypeScript frontend project using Vue 3, Nuxt 3/4, Vue 2.6/2.7, React 18+, Next.js, Angular 20+, or Svelte 5.",
      "last_updated_at": "2026-07-19T13:01:38Z",
      "metadata": {
        "source": "https://github.com/Simon-He95/markstream-vue",
        "documentation": "https://markstream.simonhe.me/"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/markstream-install",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/markstream-install/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "markstream",
        "install"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 88,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-cli",
      "name": "mcp-cli",
      "description": "Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP tools from command line.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-22T17:18:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-cli",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-cli/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "mcp",
        "cli"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 266,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-copilot-studio-server-generator",
      "name": "mcp-copilot-studio-server-generator",
      "description": "Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-copilot-studio-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-copilot-studio-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "copilot",
        "studio",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-create-adaptive-cards",
      "name": "mcp-create-adaptive-cards",
      "description": "Skill converted from mcp-create-adaptive-cards.prompt.md",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-create-adaptive-cards",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-create-adaptive-cards/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "convert",
        "create",
        "adaptive",
        "cards"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-create-declarative-agent",
      "name": "mcp-create-declarative-agent",
      "description": "Skill converted from mcp-create-declarative-agent.prompt.md",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-create-declarative-agent",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-create-declarative-agent/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "convert",
        "create",
        "declarative",
        "agent"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-deploy-manage-agents",
      "name": "mcp-deploy-manage-agents",
      "description": "Skill converted from mcp-deploy-manage-agents.prompt.md",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-deploy-manage-agents",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-deploy-manage-agents/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "convert",
        "deploy",
        "manage",
        "agents"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-implementation-security-review",
      "name": "mcp-implementation-security-review",
      "description": "Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline \u2014 authentication, sessions, rate limiting, input-schema validation, official-SDK usage, RCE vectors, and the OWASP MCP Top 10 \u2014 producing a report with file/line evidence. Use this skill when:\n- Reviewing an MCP server implementation for security before release\n- Checking a server against the baseline controls (MCP-01 to MCP-05) and the OWASP MCP Top 10\n- Auditing tools for RCE vectors (command/code injection, unsafe deserialization, path traversal, SSTI, dependency hijacking, SSRF)\n- Verifying auth, session, rate-limiting, and input-validation controls on a network-exposed server\n- Reviewing MCP client code that handles untrusted server responses and session IDs\n- Requests like \"review this MCP server for security\" or \"is my MCP server implementation secure?\"",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-09T21:43:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-implementation-security-review",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-implementation-security-review/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "mcp",
        "cli",
        "implementation",
        "security",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 98,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-release-qa",
      "name": "mcp-release-qa",
      "description": "Verify an MCP server before release by exercising a real protocol session, comparing runtime capabilities with source and documentation, testing failure paths, and recording reproducible evidence. Use when shipping or reviewing an MCP server, tool, resource, prompt, catalog, or install path.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T01:57:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-release-qa",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-release-qa/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "mcp",
        "document",
        "release"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/mcp-security-audit",
      "name": "mcp-security-audit",
      "description": "Audit MCP (Model Context Protocol) server configurations for security issues. Use this skill when:\n- Reviewing .mcp.json files for security risks\n- Checking MCP server args for hardcoded secrets or shell injection patterns\n- Validating that MCP package-runner dependencies use exact reviewed versions, not bare names, @latest, or ranges\n- Detecting mutable npm/npx, bunx, pnpm dlx, yarn dlx, and npm exec references in MCP configurations\n- Auditing which MCP servers a project registers and whether they're on an approved list\n- Checking for environment variable usage vs. hardcoded credentials in MCP configs\n- Any request like \"is my MCP config secure?\", \"audit my MCP servers\", or \"check .mcp.json\"\nkeywords: [mcp, security, audit, secrets, shell-injection, supply-chain, governance]",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-07T03:40:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mcp-security-audit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mcp-security-audit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "ci",
        "test",
        "mcp",
        "security",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/md-to-docx",
      "name": "md-to-docx",
      "description": "Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images \u2014 pure JavaScript, no external tools required",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-01T00:29:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/md-to-docx",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/md-to-docx/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "docx",
        "pr",
        "document",
        "convert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 168,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/meeting-minutes",
      "name": "meeting-minutes",
      "description": "Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-03T22:40:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/meeting-minutes",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/meeting-minutes/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "meeting",
        "minutes"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 254,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/memory-merger",
      "name": "memory-merger",
      "description": "Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/memory-merger",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/memory-merger/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "merge",
        "memory",
        "merger"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/mentoring-juniors",
      "name": "mentoring-juniors",
      "description": "Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: \"help me understand\", \"explain this code\", \"I'm stuck\", \"Im stuck\", \"I'm confused\", \"Im confused\", \"I don't understand\", \"I dont understand\", \"can you teach me\", \"teach me\", \"mentor me\", \"guide me\", \"what does this error mean\", \"why doesn't this work\", \"why does not this work\", \"I'm a beginner\", \"Im a beginner\", \"I'm learning\", \"Im learning\", \"I'm new to this\", \"Im new to this\", \"walk me through\", \"how does this work\", \"what's wrong with my code\", \"what's wrong\", \"can you break this down\", \"ELI5\", \"step by step\", \"where do I start\", \"what am I missing\", \"newbie here\", \"junior dev\", \"first time using\", \"how do I\", \"what is\", \"is this right\", \"not sure\", \"need help\", \"struggling\", \"show me\", \"help me debug\", \"best practice\", \"too complex\", \"overwhelmed\", \"lost\", \"debug this\", \"/socratic\", \"/hint\", \"/concept\", \"/pseudocode\". Progressive clue systems, teaching techniques, and success metrics.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-02T23:06:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/mentoring-juniors",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/mentoring-juniors/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "mentoring",
        "juniors"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 227,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/microsoft-agent-framework",
      "name": "microsoft-agent-framework",
      "description": "Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-15T23:27:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/microsoft-agent-framework",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/microsoft-agent-framework/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "microsoft",
        "agent",
        "framework"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 214,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/microsoft-code-reference",
      "name": "microsoft-code-reference",
      "description": "Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs\u2014to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated patterns by querying official docs.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "Works best with Microsoft Learn MCP Server (https://learn.microsoft.com/api/mcp). Can also use the mslearn CLI as a fallback.",
      "last_updated_at": "2026-03-16T00:53:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/microsoft-code-reference",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/microsoft-code-reference/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "microsoft",
        "code",
        "reference"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 214,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/microsoft-docs",
      "name": "microsoft-docs",
      "description": "Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-16T00:53:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/microsoft-docs",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/microsoft-docs/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "ci",
        "mcp",
        "document",
        "microsoft",
        "docs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 214,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/microsoft-skill-creator",
      "name": "microsoft-skill-creator",
      "description": "Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "Works best with Microsoft Learn MCP Server (https://learn.microsoft.com/api/mcp). Can also use the mslearn CLI as a fallback.",
      "last_updated_at": "2026-03-16T00:53:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/microsoft-skill-creator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/microsoft-skill-creator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "mcp",
        "knowledge",
        "microsoft",
        "skill",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 214,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/microsoft-store-publisher",
      "name": "microsoft-store-publisher",
      "description": "Prepare, validate, submit, and monitor Windows desktop apps in Microsoft Partner Center. Use for MSIX packaging, Store identity, listings, WACK, Partner Center automation, certification, and publishing.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-30T01:23:21Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/microsoft-store-publisher",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/microsoft-store-publisher/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "microsoft",
        "store",
        "publisher"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 16,
      "maintenance_status": "active",
      "quality_score": 100,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/migrating-oracle-to-postgres-data-access-code",
      "name": "migrating-oracle-to-postgres-data-access-code",
      "description": "Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDataReader usage, fixes DbType mappings, updates stored procedure invocation patterns, and adapts connection string configuration. Use when migrating the application code layer of a .NET project during an Oracle-to-PostgreSQL database migration.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-11T02:47:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/migrating-oracle-to-postgres-data-access-code",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/migrating-oracle-to-postgres-data-access-code/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "migrating",
        "oracle",
        "postgres",
        "data",
        "access",
        "code"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/migrating-oracle-to-postgres-stored-procedures",
      "name": "migrating-oracle-to-postgres-stored-procedures",
      "description": "Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce where appropriate, and applies explicit collation mapping (`COLLATE \"C\"` only when appropriate, locale collations when required). Use when converting Oracle stored procedures or functions to PostgreSQL equivalents during a database migration.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-11T02:47:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/migrating-oracle-to-postgres-stored-procedures",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/migrating-oracle-to-postgres-stored-procedures/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "convert",
        "migrating",
        "oracle",
        "postgres",
        "stored",
        "procedures"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/minecraft-plugin-development",
      "name": "minecraft-plugin-development",
      "description": "Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or arena systems, persistent progression, economy or profile data, configuration files, Adventure text, and version-safe API usage. Trigger for requests like \"build a Minecraft plugin\", \"add a Paper command\", \"fix a Bukkit listener\", \"create plugin.yml\", \"implement a minigame mechanic\", \"add a perk or quest system\", or \"debug server plugin behavior\".",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-28T01:41:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/minecraft-plugin-development",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/minecraft-plugin-development/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "minecraft",
        "plugin",
        "development"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
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    },
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "openapi",
        "application",
        "code"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/optimize-simplicite-logs",
      "name": "optimize-simplicite-logs",
      "description": "capability to parse Simplicit\u00e9 logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-18T01:26:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/optimize-simplicite-logs",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/optimize-simplicite-logs/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "ci",
        "optimize",
        "simplicite",
        "logs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 151,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/pdftk-server",
      "name": "pdftk-server",
      "description": "Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or decrypt PDFs, fill PDF forms, apply watermarks, stamp overlays, extract metadata, burst documents into pages, repair corrupted PDFs, attach or extract files, or perform any PDF manipulation from the command line.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-16T02:46:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/pdftk-server",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/pdftk-server/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pdf",
        "document",
        "extract",
        "merge",
        "pdftk",
        "server"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 242,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/penpot-uiux-design",
      "name": "penpot-uiux-design",
      "description": "Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design systems with components and tokens, (3) Designing dashboards, forms, navigation, or landing pages, (4) Applying accessibility standards and best practices, (5) Following platform guidelines (iOS, Android, Material Design), (6) Reviewing or improving existing Penpot designs for usability. Triggers: \"design a UI\", \"create interface\", \"build layout\", \"design dashboard\", \"create form\", \"design landing page\", \"make it accessible\", \"design system\", \"component library\".",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-03T07:06:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/penpot-uiux-design",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/penpot-uiux-design/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "design",
        "penpot",
        "uiux"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 255,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/performance-review-writer",
      "name": "performance-review-writer",
      "description": "Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice. Analyzes your contributions, emails, and meeting history via WorkIQ, then produces honest, impact-focused drafts using the STAR format. USE FOR: write my performance review, draft self-assessment, peer review, 360 feedback, annual review, mid-year review, upward feedback, write review for colleague, performance appraisal.",
      "provider": "github",
      "category": "enterprise",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-06T04:16:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/performance-review-writer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/performance-review-writer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "meeting",
        "email",
        "performance",
        "review",
        "writer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 163,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/pester-migration",
      "name": "pester-migration",
      "description": "Pester migration skill for upgrading PowerShell Pester test suites across major versions \u2014 v3\u2192v4, v4\u2192v5, and v5\u2192v6. Covers the Discovery/Run two-phase model, moving setup into BeforeAll, $PSScriptRoot vs $MyInvocation, mock changes (Assert-MockCalled \u2192 Should -Invoke, removed fall-through), Invoke-Pester parameters \u2192 PesterConfiguration, data-driven -ForEach/-TestCases, and the v6 breaking changes. Use when the user asks to upgrade, migrate, or modernize Pester tests, fix *.Tests.ps1 files that broke after bumping the Pester version, or convert legacy Should / Invoke-Pester syntax.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-12T23:56:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/pester-migration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/pester-migration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "test",
        "convert",
        "pester",
        "migration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 95,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/pester-should-migration",
      "name": "pester-should-migration",
      "description": "Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no space), e.g. `Should -Be` -> `Should-Be`, `Should -Not -Be` -> `Should-NotBe`. Tracks Pester 6, which is still a release candidate, so this guidance may change; verified against Pester 6.0.0-rc2. Use when converting Pester v5 assertions to Pester v6 Should-* operators, modernizing a Pester test suite, or when a user asks to migrate, convert, or rewrite `Should -...` calls in .Tests.ps1 / PowerShell files.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-03T00:10:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/pester-should-migration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/pester-should-migration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "convert",
        "pester",
        "should",
        "migration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/phoenix-cli",
      "name": "phoenix-cli",
      "description": "Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets, review experiments, query annotation configs, and use the GraphQL API. Use whenever the user is analyzing traces or spans, investigating LLM/agent failures, deciding what to do after instrumenting an app, building failure taxonomies, choosing what evals to write, or asking \"what's going wrong\", \"what kinds of mistakes\", or \"where do I focus\" \u2014 even without naming a technique.",
      "provider": "github",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": "Requires Node.js (for npx) or global install of @arizeai/phoenix-cli. Optionally requires jq for JSON processing.",
      "last_updated_at": "2026-05-13T02:08:14Z",
      "metadata": {
        "author": "arize-ai",
        "version": "3.3.0"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/phoenix-cli",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/phoenix-cli/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "api",
        "cli",
        "phoenix"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 156,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/phoenix-evals",
      "name": "phoenix-evals",
      "description": "Build and run evaluators for AI/LLM applications using Phoenix.",
      "provider": "github",
      "category": "ml-ai",
      "license": "Apache-2.0",
      "compatibility": "Requires Phoenix server. Python skills need phoenix and openai packages; TypeScript skills need @arizeai/phoenix-client.",
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {
        "author": "oss@arize.com",
        "version": "1.0.0",
        "languages": "Python, TypeScript"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/phoenix-evals",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/phoenix-evals/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "phoenix",
        "evals"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/phoenix-tracing",
      "name": "phoenix-tracing",
      "description": "OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.",
      "provider": "github",
      "category": "ml-ai",
      "license": "Apache-2.0",
      "compatibility": "Requires Phoenix server. Python skills need arize-phoenix-otel; TypeScript skills need @arizeai/phoenix-otel.",
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {
        "author": "oss@arize.com",
        "version": "1.0.0",
        "languages": "Python, TypeScript"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/phoenix-tracing",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/phoenix-tracing/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "phoenix",
        "tracing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/php-mcp-server-generator",
      "name": "php-mcp-server-generator",
      "description": "Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/php-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/php-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "mcp",
        "php",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/pinecone-rag",
      "name": "pinecone-rag",
      "description": "Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base \u2014 even if they don't say \"Pinecone\" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.\n",
      "provider": "github",
      "category": "data",
      "license": "Apache-2.0",
      "compatibility": "pinecone>=6.0.0, Python 3.10+",
      "last_updated_at": "2026-06-12T00:09:11Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/pinecone-rag",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/pinecone-rag/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "knowledge",
        "pinecone",
        "rag"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 126,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/planning-oracle-to-postgres-migration-integration-testing",
      "name": "planning-oracle-to-postgres-migration-integration-testing",
      "description": "Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify repositories, DAOs, and service layers that interact with the database, then produces a structured testing plan. Use when planning integration test coverage for a migrated project, identifying which data access methods need tests, or preparing for Oracle-to-PostgreSQL migration validation.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-14T01:06:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/planning-oracle-to-postgres-migration-integration-testing",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/planning-oracle-to-postgres-migration-integration-testing/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "art",
        "planning",
        "oracle",
        "postgres",
        "migration",
        "integration",
        "testing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 94,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/plantuml-ascii",
      "name": "plantuml-ascii",
      "description": "Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions plantuml ascii, text diagram, ascii art diagram. Supports: Converting PlantUML diagrams to ASCII art, Creating sequence diagrams, class diagrams, flowcharts in ASCII format, Generating Unicode-enhanced ASCII art with -utxt flag",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-01-22T17:18:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/plantuml-ascii",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/plantuml-ascii/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "art",
        "convert",
        "plantuml",
        "ascii"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 266,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/playwright-automation-fill-in-form",
      "name": "playwright-automation-fill-in-form",
      "description": "Automate filling in a form using Playwright MCP",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/playwright-automation-fill-in-form",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/playwright-automation-fill-in-form/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "mcp",
        "playwright",
        "automation",
        "fill",
        "form"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/playwright-explore-website",
      "name": "playwright-explore-website",
      "description": "Website exploration for testing using Playwright MCP",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/playwright-explore-website",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/playwright-explore-website/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "mcp",
        "playwright",
        "explore",
        "website"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/playwright-generate-test",
      "name": "playwright-generate-test",
      "description": "Generate a Playwright test based on a scenario using Playwright MCP",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
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        "repo": "https://github.com/github/awesome-copilot",
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
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        "test",
        "mcp",
        "playwright",
        "generate"
      ],
      "duplicate_status": null,
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      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/poka-yoke",
      "name": "poka-yoke",
      "description": "Mistake-proof code so misuse cannot be expressed, rather than warning against it. Use when designing an interface, schema, or state machine and the user wants it hard to get wrong (\"make invalid states unrepresentable\", \"so callers cannot screw it up\", \"type-safe API\", \"pit of success\"); when auditing existing code for footguns (\"what could bite us here\", \"what is easy to misuse\", \"poka-yoke this repo\", \"review this diff for ways to get it wrong\"); or when a bug has recurred and the fix must close the class rather than the case (\"make sure this never happens again\", \"this is the third time\"). Especially for money, auth, permissions, deletion, migrations, and pipelines where failure is silent. Classifies every finding by what happens when the mistake occurs and how the device notices, which is what keeps it from collapsing into generic code review.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": "Cross-platform. The bundled scanner needs Python 3.9+ and no third-party packages. Everything else is language-agnostic guidance; worked examples are TypeScript, Python, Go, Rust and SQL.",
      "last_updated_at": "2026-08-25T23:56:32Z",
      "metadata": {
        "version": "1.0",
        "source": "https://github.com/rainmanjam/poka-yoke"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/poka-yoke",
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      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "design",
        "poka",
        "yoke"
      ],
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      "days_since_update": 51,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/postgresql-code-review",
      "name": "postgresql-code-review",
      "description": "PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, schema design, function optimization, and PostgreSQL-exclusive security features like Row Level Security (RLS).",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/postgresql-code-review",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "ci",
        "design",
        "postgresql",
        "code",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/postgresql-optimization",
      "name": "postgresql-optimization",
      "description": "PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/geometric types, full-text search, window functions, and PostgreSQL extensions ecosystem.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/postgresql-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/postgresql-optimization/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "ci",
        "postgresql",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/power-apps-code-app-scaffold",
      "name": "power-apps-code-app-scaffold",
      "description": "Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/power-apps-code-app-scaffold",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/power-apps-code-app-scaffold/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "power",
        "apps",
        "code",
        "app",
        "scaffold"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/power-bi-dax-optimization",
      "name": "power-bi-dax-optimization",
      "description": "Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/power-bi-dax-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/power-bi-dax-optimization/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "power",
        "dax",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/power-bi-model-design-review",
      "name": "power-bi-model-design-review",
      "description": "Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/power-bi-model-design-review",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/power-bi-model-design-review/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "power",
        "model",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/power-bi-performance-troubleshooting",
      "name": "power-bi-performance-troubleshooting",
      "description": "Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/power-bi-performance-troubleshooting",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/power-bi-performance-troubleshooting/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "power",
        "performance",
        "troubleshooting"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/power-bi-report-design-consultation",
      "name": "power-bi-report-design-consultation",
      "description": "Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/power-bi-report-design-consultation",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/power-bi-report-design-consultation/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "art",
        "visual",
        "power",
        "report",
        "consultation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/power-platform-architect",
      "name": "power-platform-architect",
      "description": "Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams.",
      "provider": "github",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:49:40Z",
      "metadata": {
        "author": "Tim Hanewich"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/power-platform-architect",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/power-platform-architect/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "meeting",
        "power",
        "platform",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/power-platform-mcp-connector-suite",
      "name": "power-platform-mcp-connector-suite",
      "description": "Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/power-platform-mcp-connector-suite",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/power-platform-mcp-connector-suite/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "mcp",
        "power",
        "platform",
        "connector",
        "suite"
      ],
      "duplicate_status": null,
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      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/powerbi-modeling",
      "name": "powerbi-modeling",
      "description": "Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-03T09:49:55Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/powerbi-modeling",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/powerbi-modeling/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "design",
        "document",
        "powerbi",
        "modeling"
      ],
      "duplicate_status": null,
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      "days_since_update": 255,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/pr-dashboard",
      "name": "pr-dashboard",
      "description": "Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check PR status. Trigger phrases include \"show my PRs\", \"open PR dashboard\", \"pull request dashboard\".",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-29T23:59:44Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/pr-dashboard",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/pr-dashboard/SKILL.md",
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      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "github",
        "git",
        "pr",
        "dashboard"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 169,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/pr-screenshots",
      "name": "pr-screenshots",
      "description": "Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and sizing best practices.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-25T01:22:39Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/pr-screenshots",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/pr-screenshots/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "screenshots"
      ],
      "duplicate_status": null,
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      "duplicate_of": null,
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      "days_since_update": 144,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072,
      "similar_skills": [
        {
          "id": "getsentry/pr-screenshots",
          "provider": "getsentry",
          "similarity": 0.58
        }
      ]
    },
    {
      "id": "github/prd",
      "name": "prd",
      "description": "Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-01-22T17:36:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/prd",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/prd/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "analysis",
        "prd"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 266,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/premium-frontend-ui",
      "name": "premium-frontend-ui",
      "description": "A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-14T23:42:53Z",
      "metadata": {
        "author": "Utkarsh Patrikar",
        "author_url": "https://github.com/utkarsh232005"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/premium-frontend-ui",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/premium-frontend-ui/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "premium",
        "frontend"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 184,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/project-workflow-analysis-blueprint-generator",
      "name": "project-workflow-analysis-blueprint-generator",
      "description": "Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technologies including .NET, Java/Spring, React, and microservices architectures.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/project-workflow-analysis-blueprint-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/project-workflow-analysis-blueprint-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "document",
        "analysis",
        "project",
        "workflow",
        "blueprint",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/prompt-optimizer",
      "name": "prompt-optimizer",
      "description": "Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface \u2014 NOT the API. Use this skill whenever the user wants to write, rewrite, optimize, improve, sharpen, or polish a prompt for chat. Trigger phrases include \"rewrite this prompt\", \"make this a better prompt\", \"optimize this prompt\", \"turn this into a prompt\", \"help me prompt this\", \"draft a prompt that...\", \"I want to ask...\", or whenever the user pastes a draft prompt and asks for improvements. Also trigger when the user describes a task they plan to send to an LLM model and clearly wants a reusable, well-structured prompt rather than a direct answer. The output is always a single, copy-pasteable prompt in a code block that the user sends as-is \u2014 never a template with placeholders.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T00:56:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/prompt-optimizer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/prompt-optimizer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "prompt",
        "optimizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 155,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072,
      "similar_skills": [
        {
          "id": "getsentry/prompt-optimizer",
          "provider": "getsentry",
          "similarity": 0.39
        }
      ]
    },
    {
      "id": "github/protobuf-grpc-api-review",
      "name": "protobuf-grpc-api-review",
      "description": "Review Protocol Buffer (.proto) and gRPC API changes for wire and JSON compatibility, safe schema evolution, rollout hazards, and RPC contract quality. Use when reviewing proto diffs, adding or changing messages and services, planning migrations, or diagnosing cross-version failures.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-21T00:22:29Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/protobuf-grpc-api-review",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/protobuf-grpc-api-review/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "api",
        "protobuf",
        "grpc",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 25,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/publish-to-pages",
      "name": "publish-to-pages",
      "description": "Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file conversion, Pages enablement, and returns the live URL. Use when the user wants to publish, deploy, or share a presentation or HTML file via GitHub Pages.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-19T23:26:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/publish-to-pages",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/publish-to-pages/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pdf",
        "pptx",
        "github",
        "git",
        "pr",
        "convert",
        "publish",
        "pages"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 210,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/pytest-coverage",
      "name": "pytest-coverage",
      "description": "Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.",
      "provider": "github",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/pytest-coverage",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/pytest-coverage/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "pytest",
        "coverage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/python-azure-iot-edge-modules",
      "name": "python-azure-iot-edge-modules",
      "description": "Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/python-azure-iot-edge-modules",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/python-azure-iot-edge-modules/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "python",
        "azure",
        "iot",
        "edge",
        "modules"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/python-mcp-server-generator",
      "name": "python-mcp-server-generator",
      "description": "Use this skill when the user wants to create a new Model Context Protocol (MCP) server in Python. Also use it to expose Python functions, an API, or a database to AI clients as MCP tools. The skill makes a uv project with the MCP Python SDK v2 (MCPServer), typed tools, in-memory tests, and client configuration. Do not use it for an MCP client or for a server in another language.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": "Requires uv, Python 3.10 or later, and network access to install packages. The MCP Inspector also requires Node.js.",
      "last_updated_at": "2026-10-09T01:00:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/python-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/python-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "api",
        "mcp",
        "cli",
        "python",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 7,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/python-pypi-package-builder",
      "name": "python-pypi-package-builder",
      "description": "End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetry), PEP 440 versioning, semantic versioning, dynamic git-tag versioning, OOP/SOLID design, type hints (PEP 484/526/544/561), Trusted Publishing (OIDC), and the full PyPA packaging flow. Use for: creating Python packages, pip-installable SDKs, CLI tools, framework plugins, pyproject.toml setup, py.typed, setuptools_scm, semver, mypy, pre-commit, GitHub Actions CI/CD, or PyPI publishing.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-09T00:36:17Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/python-pypi-package-builder",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/python-pypi-package-builder/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "cd",
        "test",
        "lint",
        "cli",
        "design",
        "python"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 190,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-clients-sdk",
      "name": "qdrant-clients-sdk",
      "description": "Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.",
      "provider": "github",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-clients-sdk",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-clients-sdk/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "qdrant",
        "clients",
        "sdk"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-deployment-options",
      "name": "qdrant-deployment-options",
      "description": "Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest latency deployment'. Also use when choosing between deployment types for a new project.",
      "provider": "github",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-deployment-options",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-deployment-options/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "qdrant",
        "deployment",
        "options"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-horizontal-scaling",
      "name": "qdrant-horizontal-scaling",
      "description": "Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding', 'data doesn't fit', or 'need more capacity'. Also use when data growth outpaces current deployment.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/scaling-data-volume/horizontal-scaling",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/scaling-data-volume/horizontal-scaling/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "qdrant",
        "horizontal",
        "scaling"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-indexing-performance-optimization",
      "name": "qdrant-indexing-performance-optimization",
      "description": "Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded but search is bad'. Also use when optimizer status shows errors, segments won't merge, or indexing threshold questions arise.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-performance-optimization/indexing-performance-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-performance-optimization/indexing-performance-optimization/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "merge",
        "qdrant",
        "indexing",
        "performance",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-memory-usage-optimization",
      "name": "qdrant-memory-usage-optimization",
      "description": "Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how to reduce RAM?'. Also use when memory doesn't match calculations, quantization didn't help, or nodes crash during recovery.",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-performance-optimization/memory-usage-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-performance-optimization/memory-usage-optimization/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "qdrant",
        "memory",
        "usage",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-minimize-latency",
      "name": "qdrant-minimize-latency",
      "description": "Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too slow', 'how to make search faster', or 'latency spikes'.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/minimize-latency",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/minimize-latency/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "qdrant",
        "minimize",
        "latency"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-model-migration",
      "name": "qdrant-model-migration",
      "description": "Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-model-migration",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-model-migration/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "qdrant",
        "model",
        "migration"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-monitoring",
      "name": "qdrant-monitoring",
      "description": "Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-monitoring",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-monitoring/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "qdrant",
        "monitoring"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-monitoring-debugging",
      "name": "qdrant-monitoring-debugging",
      "description": "Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's slow'. Also use when performance degrades without obvious config changes.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
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        "path": "skills/qdrant-monitoring/debugging",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-monitoring/debugging/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "qdrant",
        "monitoring",
        "debugging"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-monitoring-setup",
      "name": "qdrant-monitoring-setup",
      "description": "Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus config', 'Grafana dashboard', 'health check endpoints', 'how to scrape Hybrid Cloud', 'what alerts to set', 'how to centralize logs', or 'audit logging'.",
      "provider": "github",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-monitoring/setup",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-monitoring/setup/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "qdrant",
        "monitoring",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-performance-optimization",
      "name": "qdrant-performance-optimization",
      "description": "Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-performance-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-performance-optimization/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "qdrant",
        "performance",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-scaling",
      "name": "qdrant-scaling",
      "description": "Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "qdrant",
        "scaling"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-scaling-data-volume",
      "name": "qdrant-scaling-data-volume",
      "description": "Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time window rotation', or 'data growth exceeds capacity'.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/scaling-data-volume",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/scaling-data-volume/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "qdrant",
        "scaling",
        "data",
        "volume"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-scaling-qps",
      "name": "qdrant-scaling-qps",
      "description": "Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch search', 'read replicas', or 'how to handle more concurrent queries'.",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/scaling-qps",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/scaling-qps/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "qdrant",
        "scaling",
        "qps"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-scaling-query-volume",
      "name": "qdrant-scaling-query-volume",
      "description": "Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'paginating search results', 'fetching many vectors', or 'high cardinality results'.",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/scaling-query-volume",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/scaling-query-volume/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "qdrant",
        "scaling",
        "query",
        "volume"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-search-quality",
      "name": "qdrant-search-quality",
      "description": "Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improve search quality?', 'which embedding model?', 'should I use hybrid search?', 'should I use reranking?'. Also use when search quality degrades after quantization, model change, or data growth.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-search-quality",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-search-quality/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "qdrant",
        "search",
        "quality"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-search-quality-diagnosis",
      "name": "qdrant-search-quality-diagnosis",
      "description": "Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall is low', 'approximate search worse than exact', 'which embedding model', or 'quality dropped after quantization'. Also use when search quality degrades without obvious changes.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-search-quality/diagnosis",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-search-quality/diagnosis/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "qdrant",
        "search",
        "quality",
        "diagnosis"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-search-speed-optimization",
      "name": "qdrant-search-speed-optimization",
      "description": "Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was fast but now it's slow'. Also use when search performance degrades after config changes or data growth.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-performance-optimization/search-speed-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-performance-optimization/search-speed-optimization/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "qdrant",
        "search",
        "speed",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-search-strategies",
      "name": "qdrant-search-strategies",
      "description": "Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', 'ColBERT reranking', or 'missing keyword matches'",
      "provider": "github",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-search-quality/search-strategies",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-search-quality/search-strategies/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "qdrant",
        "search",
        "strategies"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-sliding-time-window",
      "name": "qdrant-sliding-time-window",
      "description": "Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation', 'delete old data efficiently', 'social media feed search', 'news search', 'log search with retention', or 'how to keep only last N months of data'.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/scaling-data-volume/sliding-time-window",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/scaling-data-volume/sliding-time-window/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "qdrant",
        "sliding",
        "time",
        "window"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-tenant-scaling",
      "name": "qdrant-tenant-scaling",
      "description": "Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicated shards', or reports tenant performance issues. Also use when multi-tenant workloads outgrow shared infrastructure.",
      "provider": "github",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/scaling-data-volume/tenant-scaling",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/scaling-data-volume/tenant-scaling/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "qdrant",
        "tenant",
        "scaling"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-version-upgrade",
      "name": "qdrant-version-upgrade",
      "description": "Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-version-upgrade",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-version-upgrade/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "version",
        "upgrade"
      ],
      "duplicate_status": null,
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      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/qdrant-vertical-scaling",
      "name": "qdrant-vertical-scaling",
      "description": "Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node size', 'vertical scaling', 'resize cluster', 'scale up vs scale out', or when memory/CPU is insufficient on current nodes. Also use when someone wants to avoid the complexity of horizontal scaling.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-17T00:54:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/qdrant-scaling/scaling-data-volume/vertical-scaling",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/qdrant-scaling/scaling-data-volume/vertical-scaling/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "qdrant",
        "vertical",
        "scaling"
      ],
      "duplicate_status": null,
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      "days_since_update": 182,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/quality-playbook",
      "name": "quality-playbook",
      "description": "Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'.",
      "provider": "github",
      "category": "development",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2026-05-11T01:31:53Z",
      "metadata": {
        "version": "1.5.6",
        "author": "Andrew Stellman",
        "github": "https://github.com/andrewstellman/quality-playbook"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/quality-playbook",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/quality-playbook/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "ci",
        "test",
        "quality",
        "playbook"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 158,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/quarkus-application-development",
      "name": "quarkus-application-development",
      "description": "Write Quarkus application code: REST with Quarkus REST, validation, exception mappers, OpenAPI, configuration, CDI (ArC), Hibernate ORM with Panache, Mutiny and virtual threads, Reactive Messaging with Kafka, OIDC security, health, metrics, OpenTelemetry, fault tolerance, REST Client, scheduler and cache. Use when implementing or changing features in an existing Quarkus project.",
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      "description": "Quarkus Dev Services and testing: zero-config containers, @QuarkusTest, @QuarkusIntegrationTest, test resources, RestAssured, @InjectMock, profiles and continuous testing. Use when writing or fixing tests in a Quarkus project.",
      "provider": "github",
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      "id": "github/quarkus-native-and-container",
      "name": "quarkus-native-and-container",
      "description": "Build Quarkus native executables (Mandrel/GraalVM), fix native failures with reflection registration, test the native binary, and produce container images and Kubernetes/OpenShift manifests. Use for native, Docker, Jib or Kubernetes work in a Quarkus project.",
      "provider": "github",
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      "id": "github/quasi-coder",
      "name": "quasi-coder",
      "description": "Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code.",
      "provider": "github",
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      "id": "github/react-audit-grep-patterns",
      "name": "react-audit-grep-patterns",
      "description": "Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this skill whenever running a migration audit - for both the react18-auditor and react19-auditor agents. Contains every grep pattern needed to find deprecated APIs, removed APIs, unsafe lifecycle methods, batching vulnerabilities, test file issues, dependency conflicts, and React 19 specific removals. Always use this skill when writing audit scan commands - do not rely on memory for grep syntax, especially for the multi-line async setState patterns which require context flags.",
      "provider": "github",
      "category": "development",
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    },
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      "name": "react-container-presentation-component",
      "description": "Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then scaffold files that follow this repository's TypeScript, Storybook, and SCSS conventions. Use when the user explicitly asks for a Container/Presentation-based component or runs /react-container-presentation-component.",
      "provider": "github",
      "category": "web",
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      "compatibility": null,
      "last_updated_at": "2026-06-15T00:23:43Z",
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      ],
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    },
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      "id": "github/react18-batching-patterns",
      "name": "react18-batching-patterns",
      "description": "Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a class component has multiple setState calls in an async method, inside setTimeout, inside a Promise .then() or .catch(), or in a native event handler. Use it before writing any flushSync call - the decision tree here prevents unnecessary flushSync overuse. Also use this skill when fixing test failures caused by intermediate state assertions that break after React 18 upgrade.",
      "provider": "github",
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      "last_updated_at": "2026-04-09T05:18:52Z",
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    },
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      "id": "github/react18-dep-compatibility",
      "name": "react18-dep-compatibility",
      "description": "React 18.3.1 and React 19 dependency compatibility matrix.",
      "provider": "github",
      "category": "web",
      "license": null,
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      "last_updated_at": "2026-04-09T05:18:52Z",
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    {
      "id": "github/react18-enzyme-to-rtl",
      "name": "react18-enzyme-to-rtl",
      "description": "Provides exact Enzyme \u2192 React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow, mount, wrapper.find(), wrapper.simulate(), wrapper.prop(), wrapper.state(), wrapper.instance(), Enzyme configure/Adapter calls, or any test file that imports from enzyme. This skill covers the full API mapping and the philosophy shift from implementation testing to behavior testing. Always read this skill before rewriting Enzyme tests - do not translate Enzyme APIs 1:1, that produces brittle RTL tests.",
      "provider": "github",
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      "compatibility": null,
      "last_updated_at": "2026-04-09T05:18:52Z",
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      "id": "github/react18-legacy-context",
      "name": "react18-legacy-context",
      "description": "Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use this skill whenever migrating legacy context in class components - this is always a cross-file migration requiring the provider AND all consumers to be updated together. Use it before touching any contextTypes or childContextTypes code, because migrating only the provider without the consumers (or vice versa) will cause a runtime failure. Always read this skill before writing any context migration - the cross-file coordination steps here prevent the most common context migration bugs.",
      "provider": "github",
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      "name": "react18-lifecycle-patterns",
      "description": "Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and componentWillUpdate - targeting React 18.3.1. Use this skill whenever a class component needs its lifecycle methods migrated, when deciding between getDerivedStateFromProps vs componentDidUpdate, when adding getSnapshotBeforeUpdate, or when fixing React 18 UNSAFE_ lifecycle warnings. Always use this skill before writing any lifecycle migration code - do not guess the pattern from memory, the decision trees here prevent the most common migration mistakes.",
      "provider": "github",
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      "name": "react18-string-refs",
      "description": "Provides exact migration patterns for React string refs (ref=\"name\" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string ref usage - including single element refs, multiple refs in a component, refs in lists, callback refs, and refs passed to child components. Always use this skill before writing any ref migration code - the multiple-refs-in-list pattern is particularly tricky and this skill prevents the most common mistakes. Use it for React 18.3.1 migration (string refs warn) and React 19 migration (string refs removed).",
      "provider": "github",
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      "id": "github/react19-concurrent-patterns",
      "name": "react19-concurrent-patterns",
      "description": "Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.",
      "provider": "github",
      "category": "integrations",
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      "id": "github/react19-source-patterns",
      "name": "react19-source-patterns",
      "description": "Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.",
      "provider": "github",
      "category": "integrations",
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    {
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      "name": "react19-test-patterns",
      "description": "Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.",
      "provider": "github",
      "category": "development",
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      "last_updated_at": "2026-08-07T02:01:43Z",
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    },
    {
      "id": "github/readme-blueprint-generator",
      "name": "readme-blueprint-generator",
      "description": "Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions.md to extract project information, technology stack, architecture, development workflow, coding standards, and testing approaches while generating well-structured markdown documentation with proper formatting, cross-references, and developer-focused content.",
      "provider": "github",
      "category": "documents",
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      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
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      "has_scripts": false,
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      "tags": [
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      ],
      "duplicate_status": null,
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    },
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      "id": "github/rebase-current-branch",
      "name": "rebase-current-branch",
      "description": "Rebase the currently checked out feature branch onto the latest upstream default branch. Use when asked to update a branch with main or master, rebase the current branch onto the default branch, or sync a feature branch before review. Detects whether the repository uses main or master and guides safe conflict handling.",
      "provider": "github",
      "category": "development",
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      "compatibility": null,
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
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    },
    {
      "id": "github/refactor",
      "name": "refactor",
      "description": "Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.",
      "provider": "github",
      "category": "development",
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      "last_updated_at": "2026-02-02T06:00:31Z",
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    },
    {
      "id": "github/refactor-method-complexity-reduce",
      "name": "refactor-method-complexity-reduce",
      "description": "Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.",
      "provider": "github",
      "category": "development",
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      "last_updated_at": "2026-02-19T04:34:07Z",
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    {
      "id": "github/refactor-plan",
      "name": "refactor-plan",
      "description": "Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always investigate first, output the plan, and wait for confirmation before making code changes.",
      "provider": "github",
      "category": "development",
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      "last_updated_at": "2026-05-11T23:49:12Z",
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    },
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      "id": "github/remember",
      "name": "remember",
      "description": "Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or `ws`.",
      "provider": "github",
      "category": "data",
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      "id": "github/remember-interactive-programming",
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      "description": "A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that has a live REPL that the agent can use. Adapt the prompt with any specific reminders in your workflow and/or workspace.",
      "provider": "github",
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      "id": "github/repo-standardizer",
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      "description": "Polish any GitHub repository's surface \u2014 labels (emoji rating tiers, P0\u2013P3 priority, impact severity), issue forms, PR template, CI workflows, CODEOWNERS, rulesets, docs. Repo meta & config only \u2014 no code logic touched. Use when creating a new repo or polishing an existing one.",
      "provider": "github",
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      "compatibility": null,
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        "ci",
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      ],
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    },
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      "id": "github/repo-story-time",
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      "description": "Generate a comprehensive repository summary and narrative story from commit history",
      "provider": "github",
      "category": "other",
      "license": null,
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      "last_updated_at": "2026-02-19T04:34:07Z",
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    },
    {
      "id": "github/resemble-detect",
      "name": "resemble-detect",
      "description": "Deepfake detection and media safety \u2014 detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI",
      "provider": "github",
      "category": "creative",
      "license": "Apache-2.0",
      "compatibility": "Requires a Resemble AI API key (https://app.resemble.ai) set as RESEMBLE_API_KEY. All media must be accessible via public HTTPS URLs \u2014 local file paths are not supported except for text detection.",
      "last_updated_at": "2026-04-28T02:09:46Z",
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      ],
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    },
    {
      "id": "github/resx-source-generator-migration",
      "name": "resx-source-generator-migration",
      "description": "Migrates a project that uses checked-in .designer.cs files behind .resx to using a source-generator instead",
      "provider": "github",
      "category": "creative",
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      "compatibility": null,
      "last_updated_at": "2026-08-21T05:35:39Z",
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    {
      "id": "github/review-and-refactor",
      "name": "review-and-refactor",
      "description": "Review and refactor code in your project according to defined instructions",
      "provider": "github",
      "category": "development",
      "license": null,
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      "last_updated_at": "2026-02-19T04:34:07Z",
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      "id": "github/reviewing-oracle-to-postgres-migration",
      "name": "reviewing-oracle-to-postgres-migration",
      "description": "Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting/collations, UNION ALL planner risks, materialized-view refresh requirements, timestamps, concurrent transactions, etc.). Use when planning a database migration, reviewing migration artifacts, or validating that integration tests cover Oracle/PostgreSQL differences.",
      "provider": "github",
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      "last_updated_at": "2026-07-14T01:06:58Z",
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    },
    {
      "id": "github/rhino3d-scripts",
      "name": "rhino3d-scripts",
      "description": "Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoCommon-based scripts; automate Rhino modeling tasks; build command macros; manipulate Rhino geometry, layers, blocks, or document objects; pick objects from the viewport; control redraw and undo; or load and run scripts from the Rhino Script Editor. Covers `rhinoscriptsyntax`, `scriptcontext`, the `Rhino.*` RhinoCommon namespaces (`Rhino.Geometry`, `Rhino.DocObjects`, `Rhino.Input`, `Rhino.UI`, `Rhino.Display`, `Rhino.FileIO`), and the Rhino 8 unified Script Editor.",
      "provider": "github",
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      },
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      ],
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    },
    {
      "id": "github/roslyn-analyzers",
      "name": "roslyn-analyzers",
      "description": "Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators. Use for DiagnosticAnalyzer, CodeFixProvider, IIncrementalGenerator, IOperation analysis, Microsoft.CodeAnalysis dependency pinning, Roslyn test harnesses, C#/VB tests, and analyzer NuGet packaging.",
      "provider": "github",
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      "last_updated_at": "2026-09-29T00:04:25Z",
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      "tags": [
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        "roslyn",
        "analyzers"
      ],
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      "github_stars": 40072
    },
    {
      "id": "github/roundup",
      "name": "roundup",
      "description": "Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and drafts updates in your own communication style for any audience you define.",
      "provider": "github",
      "category": "enterprise",
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      "last_updated_at": "2026-03-25T22:55:31Z",
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        "roundup"
      ],
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      "skill_type": "full",
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      "github_stars": 40072
    },
    {
      "id": "github/roundup-setup",
      "name": "roundup-setup",
      "description": "Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questions, and roundup calibrates itself to your workflow.",
      "provider": "github",
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    },
    {
      "id": "github/ruby-mcp-server-generator",
      "name": "ruby-mcp-server-generator",
      "description": "Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
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      "tags": [
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      ],
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      "days_since_update": 70,
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      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/ruff-recursive-fix",
      "name": "ruff-recursive-fix",
      "description": "Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-27T00:13:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/ruff-recursive-fix",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/ruff-recursive-fix/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "ruff",
        "recursive",
        "fix"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 203,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/rust-mcp-server-generator",
      "name": "rust-mcp-server-generator",
      "description": "Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/rust-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/rust-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "mcp",
        "rust",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/salesforce-apex-quality",
      "name": "salesforce-apex-quality",
      "description": "Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security, SOQL injection prevention, PNB test coverage (Positive / Negative / Bulk), and modern Apex idioms. Use this skill when reviewing or generating Apex classes, trigger handlers, batch jobs, or test classes to catch governor limit risks, security gaps, and quality issues before deployment.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-09T02:09:42Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/salesforce-apex-quality",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/salesforce-apex-quality/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "salesforce",
        "apex",
        "quality"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 190,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/salesforce-component-standards",
      "name": "salesforce-component-standards",
      "description": "Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1 AA), data access pattern selection, component communication rules, XSS prevention, CSRF enforcement, FLS/CRUD in AuraEnabled methods, view state management, and Jest test requirements. Use this skill when building or reviewing any Salesforce UI component to enforce platform-specific security and quality standards.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-09T02:09:42Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/salesforce-component-standards",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/salesforce-component-standards/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "visual",
        "salesforce",
        "component",
        "standards"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 190,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/salesforce-flow-design",
      "name": "salesforce-flow-design",
      "description": "Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or reviewing Record-Triggered, Screen, Autolaunched, Scheduled, or Platform Event flows to ensure correct type selection, no DML/Get Records in loops, proper fault connectors on all data-changing elements, and appropriate automation density checks before deployment.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-09T02:09:42Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/salesforce-flow-design",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/salesforce-flow-design/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "salesforce",
        "flow"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 190,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/sandbox-npm-install",
      "name": "sandbox-npm-install",
      "description": "Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where the workspace is mounted via virtiofs. Native binaries (esbuild, lightningcss, rollup) crash on virtiofs, so packages must be installed on the local ext4 filesystem and symlinked back.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-15T23:27:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/sandbox-npm-install",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sandbox-npm-install/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "sandbox",
        "npm",
        "install"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 214,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/scaffolding-oracle-to-postgres-migration-test-project",
      "name": "scaffolding-oracle-to-postgres-migration-test-project",
      "description": "Scaffolds an xUnit integration test project targeting Oracle in .NET solutions. Creates the test project, transaction-rollback base class, and seed data manager. Use only during Phase 3, before writing Oracle baseline integration tests. Do not invoke during Phase 6 \u2014 the PostgreSQL test project is produced by migrating this project, not by running this skill again.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-11T02:47:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/scaffolding-oracle-to-postgres-migration-test-project",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/scaffolding-oracle-to-postgres-migration-test-project/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "scaffolding",
        "oracle",
        "postgres",
        "migration",
        "project"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/scoutqa-test",
      "name": "scoutqa-test",
      "description": "This skill should be used when the user asks to \"test this website\", \"run exploratory testing\", \"check for accessibility issues\", \"verify the login flow works\", \"find bugs on this page\", or requests automated QA testing. Triggers on web application testing scenarios including smoke tests, accessibility audits, e-commerce flows, and user flow validation using ScoutQA CLI. Use this skill proactively after implementing web application features to verify they work correctly.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-12T22:36:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/scoutqa-test",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/scoutqa-test/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "cli",
        "scoutqa"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 217,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/screen-recording",
      "name": "screen-recording",
      "description": "Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF creation, and per-frame annotation workflows.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-25T01:22:39Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/screen-recording",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/screen-recording/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "document",
        "screen",
        "recording"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 144,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/secret-scanning",
      "name": "secret-scanning",
      "description": "Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret scanning in AI coding agents via the GitHub MCP Server, this skill references the Advanced Security plugin (`advanced-security@copilot-plugins`). Use this skill when enabling secret scanning, setting up push protection, defining custom patterns, triaging alerts, resolving blocked pushes, or when an agent needs to scan code for secrets before committing.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-24T22:50:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/secret-scanning",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/secret-scanning/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "mcp",
        "secret",
        "scanning"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 205,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/security-review",
      "name": "security-review",
      "description": "AI-powered codebase security scanner that reasons about code like a security researcher \u2014 tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for SQL injection, XSS, command injection, exposed API keys, hardcoded secrets, insecure dependencies, access control issues, or any request like \"is my code secure?\", \"review for security issues\", \"audit this codebase\", or \"check for vulnerabilities\". Covers injection flaws, authentication and access control bugs, secrets exposure, weak cryptography, insecure dependencies, and business logic issues across JavaScript, TypeScript, Python, Java, PHP, Go, Ruby, and Rust.",
      "provider": "github",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-30T00:44:48Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/security-review",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/security-review/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "api",
        "security",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 200,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072,
      "similar_skills": [
        {
          "id": "getsentry/security-review",
          "provider": "getsentry",
          "similarity": 0.48
        }
      ]
    },
    {
      "id": "github/semantic-kernel",
      "name": "semantic-kernel",
      "description": "Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-15T23:27:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/semantic-kernel",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/semantic-kernel/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "semantic",
        "kernel"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 214,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/server-side-conversion-tracking",
      "name": "server-side-conversion-tracking",
      "description": "Set up server-side conversion tracking so purchases are reported accurately to Facebook, TikTok, Google and Bing despite iOS restrictions, ad blockers and cookie loss. Use when conversions are under-reported, when platform-reported purchases do not match real orders, when asked about Conversions API / Events API / offline conversions / CAPI, click id passthrough (fbclid, ttclid, gclid, msclkid), or when ad optimization has degraded after tracking changes.",
      "provider": "github",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-10T00:53:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/server-side-conversion-tracking",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/server-side-conversion-tracking/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "cli",
        "server",
        "side",
        "conversion",
        "tracking"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 67,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/setup-my-iq",
      "name": "setup-my-iq",
      "description": "Create, set up, or update the personal context portfolio: structured markdown files describing\nwho you are, how you work, your teams, and your tool/ADO configuration. Runs the interview\nworkflow for first-time setup and targeted edits for updates.\n\nTrigger this skill when the user asks to: set up their context, create or update their context\nportfolio, \"create my IQ\", \"set up my IQ\", edit their profile, add/remove a stakeholder,\nupdate ADO config, change team info, update pillars, or set up any plugin configuration.\nTrigger when another skill fails to find context (missing files or TODO markers) and needs\ncontext populated. Also trigger when the user mentions a context change in passing\n(e.g., \"my manager changed\", \"we added someone to the team\") to offer a context file update.\n\nDo NOT trigger for read-only questions like \"who's on my team?\" or \"what's my ADO config?\".\nThose are answered directly from the context files referenced in the loaded custom\ninstructions; no skill is needed.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-16T01:50:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/setup-my-iq",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/setup-my-iq/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 122,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/shopify-review-triage",
      "name": "shopify-review-triage",
      "description": "Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief. Trigger for prompts like \"triage these app store reviews\", \"what should we fix first from this feedback\", \"cluster our 1-star reviews\", or \"write a weekly low-star review brief\", for a single Shopify app or a portfolio plus watched competitors. Produces a P0-P3 brief covering incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket, where every item keeps its public source link and stays labeled first pass or human-checked. Do not trigger for support tickets, order data, or any other private merchant data, and never use it to reply to or contact a reviewer.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": "Cross-platform. Pure reasoning skill over review rows the user pastes - no network access, scripts, API keys, or system packages. Portable to any client that supports the Agent Skills SKILL.md format.",
      "last_updated_at": "2026-08-05T05:51:22Z",
      "metadata": {
        "version": "1.0",
        "author": "Shopify App Review Brief - independent, not affiliated with or endorsed by Shopify Inc.",
        "source": "https://alfredtech2026.github.io/shopify-app-review-brief/guides/shopify-app-review-triage.html"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/shopify-review-triage",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/shopify-review-triage/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "shopify",
        "review",
        "triage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 72,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/shuffle-json-data",
      "name": "shuffle-json-data",
      "description": "Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/shuffle-json-data",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/shuffle-json-data/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "shuffle",
        "data"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/signal-write",
      "name": "signal-write",
      "description": "Emit structured agent signals \u2014 hands-up, blocked, done, checkpoint, partnership. Signals are written as JSON to .signals/ for dashboard consumption and noted in the journal for persistence.",
      "provider": "github",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-20T02:24:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/signal-write",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/signal-write/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "art",
        "signal",
        "write"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 88,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/slang-shader-engineer",
      "name": "slang-shader-engineer",
      "description": "Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics, interfaces, capabilities, cross-compilation, shader optimization, shader review, or C++ engine integration for Slang. Trigger on any mention of Slang, .slang files, slangc, SPIR-V from Slang, Slang modules, [shader(\"compute\")], [shader(\"vertex\")], or requests to write/review/refactor shader code with modern language features. Also trigger for Slang-to-HLSL/GLSL/Metal/CUDA cross-compile questions, or when the user says \"shader\" alongside \"generics\", \"interfaces\", \"parameter blocks\", \"autodiff\", or \"capabilities\".",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-12T02:55:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/slang-shader-engineer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/slang-shader-engineer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "slang",
        "shader",
        "engineer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 157,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/snowflake-semanticview",
      "name": "snowflake-semanticview",
      "description": "Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to validate semantic-view DDL against Snowflake via CLI, or to guide Snowflake CLI installation and connection setup.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-18T12:12:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/snowflake-semanticview",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/snowflake-semanticview/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "cli",
        "snowflake",
        "semanticview"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 270,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/speak-summary",
      "name": "speak-summary",
      "description": "Convert text, markdown, or a summary produced by another skill into a listenable MP3 using local CPU-only neural text-to-speech. Rewrites written prose for the ear before synthesising. Use when the user asks to \"read this out\", \"turn this into audio\", \"make an MP3\", \"I want to listen to this\", \"podcast version\", or wants a spoken digest for a commute or breakfast.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-27T02:04:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/speak-summary",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/speak-summary/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "convert",
        "speak",
        "summary"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/sponsor-finder",
      "name": "sponsor-finder",
      "description": "Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI, Cargo, Go, RubyGems, Maven, and NuGet. Checks npm funding metadata, FUNDING.yml files, and web search. Verifies every link. Shows direct and transitive dependencies with OSSF Scorecard health data. Invoke with /sponsor followed by a GitHub owner/repo (e.g. \"/sponsor expressjs/express\").",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-14T02:53:11Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/sponsor-finder",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sponsor-finder/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "api",
        "sponsor",
        "finder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 244,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/spring-boot-testing",
      "name": "spring-boot-testing",
      "description": "Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-19T23:24:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/spring-boot-testing",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/spring-boot-testing/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "spring",
        "boot",
        "testing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 210,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/sql-code-review",
      "name": "sql-code-review",
      "description": "Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL injection prevention, access control, code standards, and anti-pattern detection. Complements SQL optimization prompt for complete development coverage.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/sql-code-review",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sql-code-review/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "sql",
        "code",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 70,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/sql-object-impact-analysis",
      "name": "sql-object-impact-analysis",
      "description": "Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it \u2014 across other SQL objects (procs, views, triggers) AND application code (C#, Angular/TypeScript, JS, or any language in the repo) \u2014 and produce a structured blast-radius report so you know what breaks before you change it. Use when the user asks 'what uses this column/table/procedure', 'is it safe to change X', 'what depends on this', 'impact of renaming/dropping X', or before any schema/proc modification in an unfamiliar or legacy codebase. Not for privacy/PII exposure analysis (see data-breach-blast-radius) or query performance tuning (see sql-optimization).",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-18T01:46:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/sql-object-impact-analysis",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sql-object-impact-analysis/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "sql",
        "object",
        "impact"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 28,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/sql-optimization",
      "name": "sql-optimization",
      "description": "Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/sql-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sql-optimization/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "sql",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/sql-server-table-reconciliation",
      "name": "sql-server-table-reconciliation",
      "description": "Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation report, production vs staging comparison. Uses mssql-python driver with Apache Arrow for fast columnar data transfer and comparison.",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-19T00:55:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/sql-server-table-reconciliation",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sql-server-table-reconciliation/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "sql",
        "server",
        "table",
        "reconciliation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 150,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/ssma-console",
      "name": "ssma-console",
      "description": "Use when: SSMA console operations \u2014 create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conversion, data migration",
      "provider": "github",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-15T01:06:16Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/ssma-console",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/ssma-console/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "convert",
        "ssma",
        "console"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 154,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/steno-mode",
      "name": "steno-mode",
      "description": "Shorthand-first response compression that cuts ~40% of response tokens while preserving technical precision and exact literals. Use when the user says \"steno mode\", \"shorthand mode\", \"compressed responses\", \"token reduction\", \"brief structured output\", or invokes /steno. Supports four compression levels: lite, brief, court, machine. Do not trigger for requests needing polished prose such as onboarding/tutorial content, stakeholder or customer-facing copy, or teaching-focused explanations.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-14T01:15:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/steno-mode",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/steno-mode/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "steno",
        "mode"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 94,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/structured-autonomy-generate",
      "name": "structured-autonomy-generate",
      "description": "Structured Autonomy Implementation Generator Prompt",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/structured-autonomy-generate",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/structured-autonomy-generate/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "structured",
        "autonomy",
        "generate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/structured-autonomy-implement",
      "name": "structured-autonomy-implement",
      "description": "Structured Autonomy Implementation Prompt",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/structured-autonomy-implement",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/structured-autonomy-implement/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "structured",
        "autonomy",
        "implement"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/structured-autonomy-plan",
      "name": "structured-autonomy-plan",
      "description": "Structured Autonomy Planning Prompt",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/structured-autonomy-plan",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/structured-autonomy-plan/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "structured",
        "autonomy",
        "plan"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/suggest-awesome-github-copilot-agents",
      "name": "suggest-awesome-github-copilot-agents",
      "description": "Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this repository, and identifying outdated agents that need updates.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/suggest-awesome-github-copilot-agents",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/suggest-awesome-github-copilot-agents/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "suggest",
        "awesome",
        "copilot",
        "agents"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/suggest-awesome-github-copilot-instructions",
      "name": "suggest-awesome-github-copilot-instructions",
      "description": "Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/suggest-awesome-github-copilot-instructions",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/suggest-awesome-github-copilot-instructions/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "suggest",
        "awesome",
        "copilot",
        "instructions"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/suggest-awesome-github-copilot-skills",
      "name": "suggest-awesome-github-copilot-skills",
      "description": "Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/suggest-awesome-github-copilot-skills",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/suggest-awesome-github-copilot-skills/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "suggest",
        "awesome",
        "copilot",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/swift-mcp-server-generator",
      "name": "swift-mcp-server-generator",
      "description": "Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/swift-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/swift-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "mcp",
        "swift",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/system-commandline-cli",
      "name": "system-commandline-cli",
      "description": "Use this skill when adding, modifying, or reviewing CLI commands in a .NET project built with System.CommandLine. Triggers include: creating a new CLI command, adding options or arguments, wiring command handlers, registering subcommands, building command groups, or any architecture decision about CLI command structure. Also use when the user mentions 'System.CommandLine', 'CommandBase', 'SetAction', 'ParseResult', 'RootCommand', 'subcommand', or asks to add a verb to the CLI. Do NOT use for general C# coding, web APIs, UI work, or non-CLI projects.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-10T01:29:18Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/system-commandline-cli",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/system-commandline-cli/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "cli",
        "system",
        "commandline"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 67,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/technical-job-search",
      "name": "technical-job-search",
      "description": "Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing a cover letter, evaluating a job offer, or drafting a post-interview follow-up email. Do not activate for general career advice unrelated to an active job search action.",
      "provider": "github",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-22T01:07:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/technical-job-search",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/technical-job-search/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "email",
        "technical",
        "job",
        "search"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/technology-stack-blueprint-generator",
      "name": "technology-stack-blueprint-generator",
      "description": "Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implementation patterns across multiple platforms (.NET, Java, JavaScript, React, Python). Generates configurable blueprints with version information, licensing details, usage patterns, coding conventions, and visual diagrams. Provides implementation-ready templates and maintains architectural consistency for guided development.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/technology-stack-blueprint-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/technology-stack-blueprint-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "visual",
        "document",
        "technology",
        "stack",
        "blueprint",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/terraform-azurerm-set-diff-analyzer",
      "name": "terraform-azurerm-set-diff-analyzer",
      "description": "Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes.",
      "provider": "github",
      "category": "cloud",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-02-01T23:58:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/terraform-azurerm-set-diff-analyzer",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/terraform-azurerm-set-diff-analyzer/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "terraform",
        "azurerm",
        "set",
        "diff",
        "analyzer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 256,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/test-gap-audit",
      "name": "test-gap-audit",
      "description": "Run a read-only audit for missing, weak, stale, or mis-scoped test coverage. If the user does not name a scope, audit the full repository and identify important code paths, routes, features, services, workflows, and contracts that lack proper tests. If the user names a feature, PR, branch, route, workflow, service, bug fix, API, security-sensitive path, or risky code change, focus only on that specific scope. Use when the user asks what tests are missing, whether coverage is enough, what regression tests to add, or how to prove a change is safe. This is not a general bug audit and not a security review; it evaluates whether behavior is covered by tests.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-09-07T23:48:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/test-gap-audit",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/test-gap-audit/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "api",
        "gap",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 38,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/threat-model-analyst",
      "name": "threat-model-analyst",
      "description": "Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis \u2014 full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2) Incremental analysis \u2014 takes a previous threat model report as baseline, compares the codebase at the latest (or a given commit), and produces an updated report with change tracking (new, resolved, still-present threats), STRIDE heatmap, findings diff, and an embedded HTML comparison. Only activate when the user explicitly requests a threat model analysis, incremental update, or invokes /threat-model-analyst directly.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-29T20:58:56Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/threat-model-analyst",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/threat-model-analyst/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "analysis",
        "threat",
        "model",
        "analyst"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 200,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/tiny-stepping",
      "name": "tiny-stepping",
      "description": "Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early before continuing. Use for careful, iterative implementation with continuous validation.",
      "provider": "github",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-19T00:42:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/tiny-stepping",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/tiny-stepping/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "tiny",
        "stepping"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 119,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/tldr-prompt",
      "name": "tldr-prompt",
      "description": "Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/tldr-prompt",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/tldr-prompt/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "mcp",
        "document",
        "tldr",
        "prompt"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/tm7-threat-model",
      "name": "tm7-threat-model",
      "description": "Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+. Use this skill whenever asked to create, generate, or modify a .tm7 threat model file, or when performing STRIDE threat modeling that should output a .tm7 file that opens cleanly in the Microsoft Threat Modeling Tool.",
      "provider": "github",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-14T23:12:29Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/tm7-threat-model",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/tm7-threat-model/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "tm7",
        "threat",
        "model"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 93,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/transloadit-media-processing",
      "name": "transloadit-media-processing",
      "description": "Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.",
      "provider": "github",
      "category": "data",
      "license": "MIT",
      "compatibility": "Requires a free Transloadit account (https://transloadit.com/signup). Uses the @transloadit/mcp-server MCP server or the @transloadit/node CLI.",
      "last_updated_at": "2026-02-17T14:42:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/transloadit-media-processing",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/transloadit-media-processing/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "document",
        "extract",
        "transloadit",
        "media",
        "processing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 240,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/tugboat",
      "name": "tugboat",
      "description": "Anxiety-aware, evidence-driven collaboration for stalled or high-stakes work when a user says uncertainty, repeated setbacks, or lack of visible progress is causing significant anxiety or distress. Use immediately when explicitly invoked; when this fit is only inferred from the user's own account, ask permission before applying it. Preserve the user's ideal and turn grounded perspective-taking into persistent, bounded problem solving. Do not use to diagnose, provide therapy, manufacture certainty, or lower goals for reassurance.",
      "provider": "github",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-26T00:09:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/tugboat",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/tugboat/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "tugboat"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 51,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/typescript-mcp-server-generator",
      "name": "typescript-mcp-server-generator",
      "description": "Generate a complete MCP server project in TypeScript using the MCP TypeScript SDK v2 (@modelcontextprotocol/server) with tools, resources, and proper configuration",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-31T00:27:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/typescript-mcp-server-generator",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/typescript-mcp-server-generator/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "typescript",
        "server",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 40072
    },
    {
      "id": "github/typespec-api-operations",
      "name": "typespec-api-operations",
      "description": "Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards",
      "provider": "github",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/typespec-api-operations",
        "skill_md_url": "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/typespec-api-operations/SKILL.md",
        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "typespec",
        "operations"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 239,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/typespec-create-agent",
      "name": "typespec-create-agent",
      "description": "Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot",
      "provider": "github",
      "category": "creative",
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      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
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    {
      "id": "github/typespec-create-api-plugin",
      "name": "typespec-create-api-plugin",
      "description": "Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot",
      "provider": "github",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
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    },
    {
      "id": "github/ui-screenshots",
      "name": "ui-screenshots",
      "description": "Capture screenshots of web apps during development using Playwright and PIL. Supports full-page captures, interactive states, and an iterate-on-crop workflow that avoids slow re-screenshots.",
      "provider": "github",
      "category": "testing",
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      "compatibility": null,
      "last_updated_at": "2026-05-25T01:22:39Z",
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        "repo": "https://github.com/github/awesome-copilot",
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      "has_references": false,
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      "duplicate_status": null,
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      "maintenance_status": "maintained",
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    },
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      "id": "github/unit-test-vue-pinia",
      "name": "unit-test-vue-pinia",
      "description": "Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with createTestingPinia; applying Vue Test Utils patterns; and enforcing black-box assertions over implementation details.",
      "provider": "github",
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      "compatibility": null,
      "last_updated_at": "2026-03-15T23:39:36Z",
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        "pinia"
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      "id": "github/update-avm-modules-in-bicep",
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      "description": "Update Azure Verified Modules (AVM) to latest versions in Bicep files.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
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      "has_references": false,
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        "bicep"
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      "duplicate_status": null,
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      "github_stars": 40072
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      "id": "github/update-implementation-plan",
      "name": "update-implementation-plan",
      "description": "Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
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      "has_scripts": false,
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      "id": "github/update-llms",
      "name": "update-llms",
      "description": "Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-19T04:34:07Z",
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        "update",
        "llms"
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      "github_stars": 40072
    },
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      "id": "github/update-markdown-file-index",
      "name": "update-markdown-file-index",
      "description": "Update a markdown file section with an index/table of files from a specified folder.",
      "provider": "github",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
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    },
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      "id": "github/update-specification",
      "name": "update-specification",
      "description": "Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
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    },
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      "id": "github/upstash-redis",
      "name": "upstash-redis",
      "description": "Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions Upstash Redis, needs Redis from a Next.js route handler or middleware, Vercel, Cloudflare Workers, Deno, or Bun without TCP connection pooling, or wants cache-aside with TTLs, a session store, counters, or a 429 rate limiter using fixed window, sliding window, or token bucket. DO NOT use for self-hosted or TCP Redis clients (ioredis, node-redis), Redis Cluster administration, or vector similarity search.\n",
      "provider": "github",
      "category": "cloud",
      "license": "MIT",
      "compatibility": "@upstash/redis 1.x, @upstash/ratelimit 2.x, Node.js 18+ or any runtime with global fetch",
      "last_updated_at": "2026-09-02T02:11:17Z",
      "metadata": {
        "author": "Upstash"
      },
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/upstash-redis",
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "upstash",
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      ],
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    },
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      "id": "github/v-development",
      "name": "v-development",
      "description": "Guide GitHub Copilot through V language development: installing the toolchain, project layout with v.mod, building, testing, formatting, and writing idiomatic V including Option/Result error handling. Use when the user works with V source files, v.mod projects, or asks about V syntax, tooling, and conventions.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-29T03:49:54Z",
      "metadata": {},
      "source": {
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        "path": "skills/v-development",
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      "has_scripts": false,
      "has_references": false,
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        "git",
        "pr",
        "test",
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      ],
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    },
    {
      "id": "github/vardoger-analyze",
      "name": "vardoger-analyze",
      "description": "Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI conversation history. Reads the local session directory at `~/.copilot/session-state/`, extracts recurring preferences and conventions, and writes a fenced personalization block into `~/.copilot/copilot-instructions.md`. Runs entirely on the user's machine via the local `vardoger` CLI (`pipx install vardoger`); no network calls and no uploads. Triggers: 'personalize my copilot', 'analyze my copilot history', 'tailor copilot to me', 'run vardoger', 'update my copilot instructions from history', 'make copilot learn my style'.",
      "provider": "github",
      "category": "documents",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-04-28T03:46:03Z",
      "metadata": {},
      "source": {
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      "has_references": false,
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        "cli",
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      ],
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    },
    {
      "id": "github/vcpkg",
      "name": "vcpkg",
      "description": "Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling. Covers manifest initialization, CMake and Visual Studio integration, classic-to-manifest migration, version pinning, baselines, overrides, triplets, and cross-compilation. Use when a user is working with vcpkg project setup, installation, version management, or cross-platform builds. For specialized tasks, additional references cover custom registries and overlay ports (references/registries.md), CI/CD and binary caching (references/ci.md), and troubleshooting and dependency lifecycle (references/troubleshooting.md).",
      "provider": "github",
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      "compatibility": null,
      "last_updated_at": "2026-07-17T17:27:07Z",
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      "source": {
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        "path": "skills/vcpkg",
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      "has_scripts": false,
      "has_references": true,
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      "tags": [
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        "vcpkg"
      ],
      "duplicate_status": null,
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      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/verify-agent-action",
      "name": "verify-agent-action",
      "description": "Review a proposed AI-agent action or human-approval packet before execution. Use when an agent wants to run a consequential tool, command, deployment, message, purchase, credential operation, or data mutation; when checking whether approval still matches the exact action; or when auditing action evidence for forged results, parameter swaps, replay, correlated reviewers, missing evidence, expiry, or stale monitoring. Produce an evidence-based review only\u2014never execute or authorize the action.",
      "provider": "github",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-05T04:52:42Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/verify-agent-action",
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      },
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      "has_assets": false,
      "tags": [
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        "agent",
        "action"
      ],
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      "github_stars": 40072
    },
    {
      "id": "github/vscode-ext-commands",
      "name": "vscode-ext-commands",
      "description": "Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, libraries and good practices",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-11T16:18:36Z",
      "metadata": {},
      "source": {
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        "path": "skills/vscode-ext-commands",
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      "has_scripts": false,
      "has_references": false,
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      "tags": [
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        "vscode",
        "ext",
        "commands"
      ],
      "duplicate_status": null,
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      "days_since_update": 277,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 40072
    },
    {
      "id": "github/vscode-ext-localization",
      "name": "vscode-ext-localization",
      "description": "Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-11T16:15:56Z",
      "metadata": {},
      "source": {
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        "path": "skills/vscode-ext-localization",
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        "localization"
      ],
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      "days_since_update": 277,
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      "quality_score": 40,
      "skill_type": "full",
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      "github_stars": 40072
    },
    {
      "id": "github/web-design-reviewer",
      "name": "web-design-reviewer",
      "description": "This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like \"review website design\", \"check the UI\", \"fix the layout\", \"find design problems\". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.",
      "provider": "github",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T02:01:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/github/awesome-copilot",
        "path": "skills/web-design-reviewer",
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        "commit_sha": "cb64ad12e32737ae764becd6885462e9b4c7cb00"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "visual",
        "web",
        "reviewer"
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      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/code-improver",
      "name": "code-improver",
      "description": "Runs an autonomous review-and-fix improvement loop over any code target \u2014 a skill, plugin, module, or directory \u2014 using a reviewer the user names: any installed skill or agent. Keeps a cross-round findings ledger, escalates when fixes stop converging, and guards scope mechanically. Use when asked to 'improve this code until review passes', 'run an improvement loop with <reviewer>', or to iterate review-and-fix with a specific reviewer. For skills prefer the skill-improver entry; for a branch prefer pr-improver.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T23:09:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/code-improver/skills/code-improver",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/code-improver/skills/code-improver/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "code",
        "improver"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/code-maturity-assessor",
      "name": "code-maturity-assessor",
      "description": "Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access controls, complexity, decentralization, documentation, MEV risks, low-level code, and testing, then produces a scorecard with evidence-based ratings and a priority-ordered roadmap. Use when assessing or scoring the maturity of a smart contract or blockchain codebase, producing a maturity scorecard or evaluation, or judging how mature, well-tested, or well-documented such a project is against a rubric.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-25T15:11:31Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/building-secure-contracts/skills/code-maturity-assessor",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/building-secure-contracts/skills/code-maturity-assessor/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "art",
        "document",
        "code",
        "maturity",
        "assessor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 51,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/codeql",
      "name": "codeql",
      "description": "Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis. Triggers on \"run codeql\", \"codeql scan\", \"build codeql database\", \"SAST scan\", \"taint analysis\", \"dataflow analysis\", or \"find vulnerabilities in this repo\". Covers Python, JavaScript/TypeScript, Go, Java/Kotlin, C/C++, C#, Ruby, and Swift. Supports \"run all\" (security-and-quality + security-experimental) and \"important only\" (high-precision) scan modes, and creates data extension models for project-specific sources and sinks. For fast single-file pattern matching, or when no build is available for a compiled language, use the semgrep skill; to parse SARIF that already exists rather than produce it, use the sarif-parsing skill.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-11T18:57:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/static-analysis/skills/codeql",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/static-analysis/skills/codeql/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "codeql"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 65,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591,
      "similar_skills": [
        {
          "id": "github/codeql",
          "provider": "github",
          "similarity": 0.41
        }
      ]
    },
    {
      "id": "trailofbits/constant-time-analysis",
      "name": "constant-time-analysis",
      "description": "Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP, JavaScript, TypeScript, Python, or Ruby.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-03T18:12:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/constant-time-analysis/skills/constant-time-analysis",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/constant-time-analysis/skills/constant-time-analysis/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "analysis",
        "constant",
        "time"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 73,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/constant-time-testing",
      "name": "constant-time-testing",
      "description": "Measures timing side channels in cryptographic implementations by running them, using dudect for statistical analysis and Timecop over Valgrind for dynamic tracing. Covers the formal, symbolic, dynamic, and statistical tool categories and how to read a result. Use when testing whether a running implementation is constant-time, measuring timing variance on a compiled binary, or investigating a suspected timing attack. Not for statically inspecting compiler output \u2014 the constant-time-analysis plugin covers that.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-26T14:18:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/testing-handbook-skills/skills/constant-time-testing",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/testing-handbook-skills/skills/constant-time-testing/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "ci",
        "test",
        "analysis",
        "constant",
        "time",
        "testing"
      ],
      "duplicate_status": null,
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      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/cosmos-vulnerability-scanner",
      "name": "cosmos-vulnerability-scanner",
      "description": "Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities \u2014 chain halts, fund loss, state divergence. 25 core + 16 IBC + 10 EVM + 3 CosmWasm patterns. Use when auditing custom x/ modules, reviewing IBC integrations, or assessing pre-launch chain security. Updated for SDK v0.53.x.",
      "provider": "trailofbits",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-01T14:50:10Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/building-secure-contracts/skills/cosmos-vulnerability-scanner",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/building-secure-contracts/skills/cosmos-vulnerability-scanner/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "cosmos",
        "vulnerability",
        "scanner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 197,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/coverage-analysis",
      "name": "coverage-analysis",
      "description": "Measures and interprets what a fuzzing campaign actually reaches, using llvm-cov, lcov, or a fuzzer's own coverage output. Covers baselining a new campaign, reading coverage reports, and turning uncovered regions into harness, seed, or dictionary work. Use when a fuzzer plateaus, when judging whether a harness is effective, after changing a harness, or when asking why some code is never reached.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-26T14:18:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/testing-handbook-skills/skills/coverage-analysis",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/testing-handbook-skills/skills/coverage-analysis/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "analysis",
        "coverage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/crypto-protocol-diagram",
      "name": "crypto-protocol-diagram",
      "description": "Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations. Use when diagramming a crypto protocol, visualizing a handshake or key exchange flow, extracting message flow from a spec or RFC, diagramming a ProVerif or Tamarin model, or drawing sequence diagrams for TLS, Noise, Signal, X3DH, Double Ratchet, FROST, DH, or ECDH protocols.",
      "provider": "trailofbits",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T21:31:30Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/crypto-protocol-diagram",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/crypto-protocol-diagram/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "cd",
        "visual",
        "extract",
        "crypto",
        "protocol",
        "diagram"
      ],
      "duplicate_status": null,
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      "duplicate_similarity": null,
      "days_since_update": 198,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/devcontainer-setup",
      "name": "devcontainer-setup",
      "description": "Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development environments, or configuring sandboxed Claude Code workspaces.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-29T00:50:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/devcontainer-setup/skills/devcontainer-setup",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/devcontainer-setup/skills/devcontainer-setup/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "devcontainer",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 170,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/diagramming-code",
      "name": "diagramming-code",
      "description": "Generates Mermaid diagrams from Trailmark code graphs. Produces call graphs, class hierarchies, module dependency maps, containment diagrams, complexity heatmaps, and attack surface data flow visualizations. Use when visualizing code architecture, drawing call graphs, generating class diagrams, creating dependency maps, producing complexity heatmaps, or visualizing data flow and attack surface paths as Mermaid diagrams.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T20:03:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/diagramming-code",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/diagramming-code/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "visual",
        "diagramming",
        "code"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/differential-review",
      "name": "differential-review",
      "description": "Performs security-focused differential review of code changes. Adapts analysis depth to codebase size, uses git blame for context, calculates blast radius by counting callers, checks test coverage of modified code, and generates a markdown report. Use when reviewing a PR, commit, or diff for security vulnerabilities, checking whether a change re-introduces a previously fixed bug, asking what else a change could break, or finding which modified code has no test covering it.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-26T12:54:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/differential-review/skills/differential-review",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/differential-review/skills/differential-review/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "git",
        "pr",
        "test",
        "analysis",
        "differential",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/dimensional-analysis",
      "name": "dimensional-analysis",
      "description": "Audits code for unit and decimal-scaling bugs and annotates it with dimensional comments recording the units of each value. Use when someone asks to audit or review code for unit confusion, decimals or scaling mismatches, WAD/RAY scale errors, or the wrong token's decimals; to annotate units in a codebase; or to perform a dimensional analysis of a DeFi protocol, offchain code, or other arithmetic-heavy codebase. Catches formulas that combine values carrying different units or scales.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T12:10:11Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/dimensional-analysis/skills/dimensional-analysis",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/dimensional-analysis/skills/dimensional-analysis/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "dimensional"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/dwarf-expert",
      "name": "dwarf-expert",
      "description": "Analyzes DWARF debug information in compiled binaries. Use when inspecting .debug_* sections, DIE trees, or DW_TAG_/DW_AT_ entries with dwarfdump/llvm-dwarfdump or readelf, verifying debug info with llvm-dwarfdump --verify, answering DWARF standard questions, or writing code that parses DWARF (libdwarf, pyelftools, gimli).",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-03T15:45:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/dwarf-expert/skills/dwarf-expert",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/dwarf-expert/skills/dwarf-expert/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "dwarf",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 73,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/entry-point-analyzer",
      "name": "entry-point-analyzer",
      "description": "Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify state, categorizes them by access level (public, admin, role-restricted, contract-only), and generates structured audit reports. Excludes view/pure/read-only functions. Use when auditing smart contracts (Solidity, Vyper, Solana/Rust, Move, TON, CosmWasm) or when asked to find entry points, audit flows, external functions, access control patterns, or privileged operations.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-15T13:20:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/entry-point-analyzer/skills/entry-point-analyzer",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/entry-point-analyzer/skills/entry-point-analyzer/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "entry",
        "point",
        "analyzer"
      ],
      "duplicate_status": null,
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      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/firebase-apk-scanner",
      "name": "firebase-apk-scanner",
      "description": "Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions. Use when analyzing APK files for Firebase vulnerabilities, performing mobile app security audits, or testing Firebase endpoint security. For authorized security research only.",
      "provider": "trailofbits",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T21:01:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/firebase-apk-scanner/skills/firebase-apk-scanner",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/firebase-apk-scanner/skills/firebase-apk-scanner/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
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      "description": "Compares Trailmark code graphs at two source code snapshots (git commits, tags, or directories) to surface security-relevant structural changes. Detects new attack paths, complexity shifts, blast radius growth, taint propagation changes, and privilege boundary modifications that text diffs miss. Use when comparing code between commits or tags, analyzing structural evolution, detecting attack surface growth, reviewing what changed between audit snapshots, or finding security-relevant changes that text diffs miss.",
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      "description": "Smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/specifications, review architecture, check upgradeability patterns, assess implementation quality, identify pitfalls, review dependencies, and evaluate testing. Use when asking whether a smart contract project follows development best practices, reviewing on-chain/off-chain split, upgradeability, or delegatecall proxy patterns against guidelines, or seeking recommendations on contract design, inheritance, events, documentation, dependencies, or test strategy.",
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      "description": "Designs and improves fuzzing harnesses for C/C++ and Rust. Covers mapping raw bytes onto a target API, generating structured inputs, avoiding non-determinism and false crashes, and deciding what to fuzz together. Use when writing a first LLVMFuzzerTestOneInput or fuzz_target! harness, when a campaign finds nothing or reports crashes that will not reproduce, or when the target API needs structured rather than raw input.",
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      "description": "Builds custom fuzzers with LibAFL, the modular Rust fuzzing library. Covers composing observers, feedbacks, mutators, schedulers, and executors into a fuzzer for targets the standard tools do not fit. Use when writing a bespoke fuzzer or mutator, fuzzing a non-standard target or architecture, implementing a fuzzing research idea, or when libFuzzer and AFL++ lack the control you need.",
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      "description": "Translates Mermaid sequenceDiagrams describing cryptographic protocols into ProVerif formal verification models (.pv files). Use when generating a ProVerif model, formally verifying a protocol, converting a Mermaid diagram to ProVerif, verifying protocol security properties (secrecy, authentication, forward secrecy), checking for replay attacks, or producing a .pv file from a sequence diagram.",
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/modern-cpp",
      "name": "modern-cpp",
      "description": "Guides C++ code toward modern idioms (C++20/23/26). Use when writing new C++ code, modernizing legacy patterns, or working on security-critical C++. Replaces raw pointers with smart pointers, SFINAE with concepts, printf with std::print, error codes with std::expected.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T14:09:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/modern-cpp/skills/modern-cpp",
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "modern",
        "cpp"
      ],
      "duplicate_status": null,
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      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/modern-python",
      "name": "modern-python",
      "description": "Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.",
      "provider": "trailofbits",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-29T06:40:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/modern-python/skills/modern-python",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/modern-python/skills/modern-python/SKILL.md",
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      "has_references": true,
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      "duplicate_status": null,
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      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/mutation-testing",
      "name": "mutation-testing",
      "description": "Configures mewt or muton campaigns, analyzes surviving mutants, and investigates bugs exposed by testing gaps. Use when setting up mutation testing, reviewing campaign results, identifying equivalent mutants, or finding bugs from surviving mutations.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-14T19:56:15Z",
      "metadata": {},
      "source": {
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        "path": "plugins/mutation-testing/skills/mutation-testing",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/mutation-testing/skills/mutation-testing/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
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      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
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      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/open-sourcing",
      "name": "open-sourcing",
      "description": "This skill should be used when the user asks to \"open source this project\", \"prepare this repository for public release\", \"make this repo public\", \"check open-source readiness\", \"choose a license for this project\", or \"set up release automation\" ahead of a public launch. Provides a release-readiness workflow covering secrets hygiene, licensing, documentation, CI, and language-specific packaging.",
      "provider": "trailofbits",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-29T21:07:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/open-sourcing/skills/open-sourcing",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/open-sourcing/skills/open-sourcing/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "ci",
        "document",
        "open",
        "sourcing"
      ],
      "duplicate_status": null,
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      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/ossfuzz",
      "name": "ossfuzz",
      "description": "Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally. Covers project.yaml, Dockerfile and build.sh setup, the helper scripts, reproducing OSS-Fuzz crash reports, and the acceptance criteria. Use when setting up continuous fuzzing for an open-source project, reproducing an OSS-Fuzz bug report, or testing an OSS-Fuzz build before submitting it.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-26T14:18:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/testing-handbook-skills/skills/ossfuzz",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/testing-handbook-skills/skills/ossfuzz/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
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        "pr",
        "ci",
        "test",
        "ossfuzz"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/panel-review",
      "name": "panel-review",
      "description": "Reviews a code target by launching a panel of specialist auditor agents and merging their reports. Use when asked to run a panel review.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T23:09:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/code-improver/tests/fixtures/review-panel/skills/panel-review",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/code-improver/tests/fixtures/review-panel/skills/panel-review/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "panel",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/post-patch-validation",
      "name": "post-patch-validation",
      "description": "Validates security patches with reproducible baseline-versus-patched evidence, including original exploits, root-cause variants, behavior preservation, regressions, and newly introduced security failures. Use after a patch exists and before accepting, merging, or reporting it as fixed; also use when an AI-generated patch, remediation commit, pull request, or proposed upstream fix needs adversarial post-patch validation across any language.\n",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-14T22:58:16Z",
      "metadata": {},
      "source": {
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        "path": "plugins/post-patch-validation/skills/post-patch-validation",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/post-patch-validation/skills/post-patch-validation/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "ci",
        "post",
        "patch",
        "validation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 31,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/pr-improver",
      "name": "pr-improver",
      "description": "Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched. Reviews are performed by an installed PR-review skill (default: pr-review-toolkit's review-pr). Use to fix review findings on a branch before opening or updating a pull request ('clean up this branch', 'fix this PR until review passes', 'run review-and-fix on my changes'). NOT for a one-time review \u2014 run the PR-review skill directly.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T23:09:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/code-improver/skills/pr-improver",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/code-improver/skills/pr-improver/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "improver"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/property-based-testing",
      "name": "property-based-testing",
      "description": "Writes, reviews, and debugs property-based tests \u2014 Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invariants. Use whenever tests should cover a whole input domain instead of a hand-picked list of examples: encode/decode and serialize/deserialize pairs, parsers, canonicalizers and normalizers, validators, numeric and Decimal types, comparators and sort order, data structures, and smart-contract state invariants. Also use when adding cases to an existing @given, fast-check, or proptest suite, when judging whether existing property tests assert anything real, and when a generator has shrunk a counterexample and you need to tell a wrong property from a genuine bug. Not for coverage-guided binary fuzzing (libFuzzer, AFL), mutation-testing campaigns, static analysis, benchmarking, or end-to-end UI tests.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-17T12:34:24Z",
      "metadata": {},
      "source": {
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        "path": "plugins/property-based-testing/skills/property-based-testing",
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        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
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      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
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      "id": "trailofbits/review-pr",
      "name": "review-pr",
      "description": "Reviews the current branch's changes against its base branch as a pull request: correctness of new and modified code, test coverage for it, and documentation accuracy. Use when asked to review a branch, a diff, or a pull request.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T23:09:59Z",
      "metadata": {},
      "source": {
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        "path": "plugins/code-improver/tests/fixtures/pr-review-toolkit/skills/review-pr",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/code-improver/tests/fixtures/pr-review-toolkit/skills/review-pr/SKILL.md",
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "document",
        "review"
      ],
      "duplicate_status": null,
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      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
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      "github_stars": 7591
    },
    {
      "id": "trailofbits/review-walkthrough",
      "name": "review-walkthrough",
      "description": "Generates an interactive HTML walkthrough for reviewing code changes. Use only when explicitly called.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-14T22:01:57Z",
      "metadata": {},
      "source": {
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        "path": "plugins/review-walkthrough/skills/review-walkthrough",
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        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
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      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "walkthrough"
      ],
      "duplicate_status": null,
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      "days_since_update": 31,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/rust-review",
      "name": "rust-review",
      "description": "Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, FFI safety, and async runtime mistakes. Use when auditing Rust crates, services, or libraries \u2014 particularly those with `unsafe`, FFI, or concurrent code.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-19T17:39:07Z",
      "metadata": {},
      "source": {
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        "path": "plugins/rust-review/skills/rust-review",
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        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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      "skill_type": "full",
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    },
    {
      "id": "trailofbits/ruzzy",
      "name": "ruzzy",
      "description": "Sets up and runs Ruzzy, Trail of Bits' coverage-guided Ruby fuzzer and the only production-ready one for the language. Covers harness structure, fuzzing pure Ruby and the native C extensions in gems, and sanitizer builds. Use when fuzzing a Ruby library or gem, testing a Ruby C extension for memory safety, or asking how to fuzz Ruby at all.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-26T14:18:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/testing-handbook-skills/skills/ruzzy",
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        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
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        "test",
        "ruzzy"
      ],
      "duplicate_status": null,
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      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/sarif-parsing",
      "name": "sarif-parsing",
      "description": "Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners. Triggers on \"parse sarif\", \"read scan results\", \"aggregate findings\", \"deduplicate alerts\", or \"process sarif output\". Handles filtering, deduplication, format conversion, and CI/CD integration of SARIF data. Does NOT run scans \u2014 use the Semgrep or CodeQL skills for that.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-19T21:38:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/static-analysis/skills/sarif-parsing",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/static-analysis/skills/sarif-parsing/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
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        "cd",
        "analysis",
        "sarif",
        "parsing"
      ],
      "duplicate_status": null,
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      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/second-opinion",
      "name": "second-opinion",
      "description": "Gets independent code reviews from Codex or Antigravity for uncommitted changes, branch diffs, and commits. Use when the user requests an external review, a second opinion on code, a codex review, a gemini review, an antigravity review, or /second-opinion.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-14T20:18:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/second-opinion/skills/second-opinion",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/second-opinion/skills/second-opinion/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
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        "opinion"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 31,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/secure-workflow-guide",
      "name": "secure-workflow-guide",
      "description": "Guides through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token integration), generates visual security diagrams, helps document security properties for fuzzing/verification, and reviews manual security areas. Use when securing a smart contract end to end rather than hunting one bug, checking a project on every check-in or before deployment, triaging a Slither report, or asking where to start on smart contract security.",
      "provider": "trailofbits",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-25T15:11:31Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/building-secure-contracts/skills/secure-workflow-guide",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/building-secure-contracts/skills/secure-workflow-guide/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "visual",
        "document",
        "secure",
        "workflow",
        "guide"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 51,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/semgrep",
      "name": "semgrep",
      "description": "Runs a Semgrep security scan over a codebase: detects languages, selects rulesets, presents the plan for explicit approval, then runs every approved ruleset through scripts/run-scans.sh, which batches the semgrep processes and writes scans.json, and merges the output to SARIF. Supports two scan modes, \"run all\" for full ruleset coverage and \"important only\" for security findings at medium-to-high confidence and impact. Uses Semgrep Pro for cross-file taint analysis when it is available. Use when asked to scan code for vulnerabilities, run a security audit with Semgrep, find bugs, or perform static analysis. For the same scan without the approval gate, use the /static-analysis:semgrep-scan workflow.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-28T18:06:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/static-analysis/skills/semgrep",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/static-analysis/skills/semgrep/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "json",
        "pr",
        "ci",
        "merge",
        "analysis",
        "semgrep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/semgrep-rule-creator",
      "name": "semgrep-rule-creator",
      "description": "Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T19:34:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/semgrep-rule-creator/skills/semgrep-rule-creator",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/semgrep-rule-creator/skills/semgrep-rule-creator/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "analysis",
        "semgrep",
        "rule",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 127,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/semgrep-rule-variant-creator",
      "name": "semgrep-rule-variant-creator",
      "description": "Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and target languages as input, produces independent rule+test directories for each language.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T11:11:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/semgrep-rule-variant-creator/skills/semgrep-rule-variant-creator",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/semgrep-rule-variant-creator/skills/semgrep-rule-variant-creator/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "semgrep",
        "rule",
        "variant",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 69,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/sharp-edges",
      "name": "sharp-edges",
      "description": "Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes. Use when reviewing API designs, configuration schemas, cryptographic library ergonomics, or evaluating whether code follows 'secure by default' and 'pit of success' principles. Triggers: footgun, misuse-resistant, secure defaults, API usability, dangerous configuration.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-29T01:10:55Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/sharp-edges/skills/sharp-edges",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/sharp-edges/skills/sharp-edges/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "api",
        "design",
        "sharp",
        "edges"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 170,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/skill-improver",
      "name": "skill-improver",
      "description": "Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard. Reviews are performed by the plugin-dev skill-reviewer agent. Use to fix skill quality issues, iteratively refine a skill, or resume a loop after an escalation ('fix my skill', 'improve this skill until it passes review', 'skill improvement loop'). NOT for a one-time review \u2014 use the plugin-dev skill-reviewer agent directly.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T23:09:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/code-improver/skills/skill-improver",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/code-improver/skills/skill-improver/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "skill",
        "improver"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/slicing-code-context",
      "name": "slicing-code-context",
      "description": "Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent. Use when offloading function-, class-, caller-, callee-, call-path-, entrypoint-, or line-focused code tasks to constrained or locally hosted models without exposing the full repository.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-29T20:51:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/slicing-code-context",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/slicing-code-context/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "slicing",
        "code",
        "context"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/solana-vulnerability-scanner",
      "name": "solana-vulnerability-scanner",
      "description": "Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing. Use when auditing Solana/Anchor programs.",
      "provider": "trailofbits",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-31T21:07:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/building-secure-contracts/skills/solana-vulnerability-scanner",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/building-secure-contracts/skills/solana-vulnerability-scanner/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "solana",
        "vulnerability",
        "scanner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 45,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/spec-to-code-compliance",
      "name": "spec-to-code-compliance",
      "description": "Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does that no document mentions. Use when comparing an implementation against a whitepaper, protocol spec, or design document.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-05T13:37:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/spec-to-code-compliance/skills/spec-to-code-compliance",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/spec-to-code-compliance/skills/spec-to-code-compliance/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "document",
        "spec",
        "code",
        "compliance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 71,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/substrate-vulnerability-scanner",
      "name": "substrate-vulnerability-scanner",
      "description": "Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks. Use when auditing Substrate runtimes or FRAME pallets.",
      "provider": "trailofbits",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-31T21:07:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/building-secure-contracts/skills/substrate-vulnerability-scanner",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/building-secure-contracts/skills/substrate-vulnerability-scanner/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "substrate",
        "vulnerability",
        "scanner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 45,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/supply-chain-risk-auditor",
      "name": "supply-chain-risk-auditor",
      "description": "Audits a project's dependencies for supply-chain risk: version-matched advisories for direct dependencies and the full lockfile tree, abandoned or archived upstreams, npm publisher concentration, and install-time script execution. Use when asked to audit dependencies, assess supply-chain or third-party package risk, or review a dependency tree before an engagement.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-10T20:27:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/supply-chain-risk-auditor/skills/supply-chain-risk-auditor",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/supply-chain-risk-auditor/skills/supply-chain-risk-auditor/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "supply",
        "chain",
        "risk",
        "auditor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/testing-handbook-generator",
      "name": "testing-handbook-generator",
      "description": "Generates Claude Code skills from the Trail of Bits Testing Handbook (appsec.guide), analyzing handbook pages and emitting SKILL.md files with the structure each skill type requires. Use when creating or refreshing a skill from handbook content, or when the user names the testing handbook or appsec.guide. Not for answering security testing questions \u2014 the generated skills cover those.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-26T14:18:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/testing-handbook-skills/skills/testing-handbook-generator",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/testing-handbook-skills/skills/testing-handbook-generator/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "test",
        "testing",
        "handbook",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/token-integration-analyzer",
      "name": "token-integration-analyzer",
      "description": "Token integration and implementation analyzer based on Trail of Bits' token integration checklist. Analyzes token implementations for ERC20/ERC721 conformity, checks for 20+ weird token patterns, assesses contract composition and owner privileges, performs on-chain scarcity analysis, and evaluates how protocols handle non-standard tokens. Use when integrating or accepting arbitrary ERC20/ERC721 tokens, auditing a token implementation for standards conformity, or assessing risk from weird tokens such as fee-on-transfer, rebasing, missing return values, or blocklists.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-25T15:11:31Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/building-secure-contracts/skills/token-integration-analyzer",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/building-secure-contracts/skills/token-integration-analyzer/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "token",
        "integration",
        "analyzer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 51,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/ton-vulnerability-scanner",
      "name": "ton-vulnerability-scanner",
      "description": "Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TON without gas checks. Use when auditing FunC contracts.",
      "provider": "trailofbits",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-31T21:07:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/building-secure-contracts/skills/ton-vulnerability-scanner",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/building-secure-contracts/skills/ton-vulnerability-scanner/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "art",
        "ton",
        "vulnerability",
        "scanner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 45,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/trailmark",
      "name": "trailmark",
      "description": "Builds and queries multi-language source and binary code graphs for security analysis. Includes pre-analysis passes for blast radius, taint propagation, privilege boundaries, entry point enumeration, proxy/unresolved-call tracking, type/reference queries, structural traversal, graph diffs, audit augmentation, declared cross-language/FFI/external links via `.trailmark/links.toml`, and SQL schema graphs. Use when analyzing call paths, mapping attack surface, finding complexity hotspots, enumerating entry points, tracing taint propagation, measuring blast radius, importing SARIF/weAudit/binary findings, linking source graphs across language or RPC boundaries, or building a code graph for audit prioritization. Feature-gate version-specific Trailmark APIs before using them; prefer `trailmark.parse.detect_languages()` or `--language auto` when the target language is unknown or polyglot.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T20:03:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/trailmark",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/trailmark/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "api",
        "analysis",
        "trailmark"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/trailmark-finding-triage",
      "name": "trailmark-finding-triage",
      "description": "Performs graph-assisted triage of a single security finding, SARIF result, weAudit annotation, suspicious function, or report excerpt using Trailmark reachability, entrypoint paths, taint, privilege-boundary, blast-radius, caller/callee, and neighborhood evidence. Use when deciding whether one candidate issue is reachable, prioritizing a finding before PoC work, preparing evidence for exploit validation, or checking whether a static-analysis result is actionable.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T17:50:02Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/trailmark-finding-triage",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/trailmark-finding-triage/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "trailmark",
        "finding",
        "triage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/trailmark-review-gate",
      "name": "trailmark-review-gate",
      "description": "Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new tainted paths, removed validation or authorization calls, privilege-boundary drift, blast-radius growth, complexity growth, and newly reachable sensitive sinks. Use when reviewing a PR, branch, remediation commit, or release diff where graph-level security regressions should be checked before merge.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-29T20:51:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/trailmark-review-gate",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/trailmark-review-gate/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "git",
        "pr",
        "merge",
        "trailmark",
        "review",
        "gate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/trailmark-structural",
      "name": "trailmark-structural",
      "description": "Runs full Trailmark structural analysis by building a graph, running `preanalysis()`, and reporting hotspots, taint, blast radius, privilege boundaries, attack surface, and version-gated Trailmark 0.4+/0.5+ data such as proxy counts, subgraph edges, type/reference summaries, and entrypoint attributes. Use when vivisect needs detailed structural data for a target. Triggers: structural analysis, blast radius, taint analysis, complexity hotspots, proxy nodes, type references.",
      "provider": "trailofbits",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-19T17:39:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/trailmark-structural",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/trailmark-structural/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "analysis",
        "trailmark",
        "structural"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/trailmark-summary",
      "name": "trailmark-summary",
      "description": "Runs a Trailmark summary analysis on a codebase. Returns auto-detected languages, entry point count, and dependency list. Use when vivisect or galvanize needs a quick structural overview. Triggers: trailmark summary, code summary, structural overview.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-19T17:39:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/trailmark-summary",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/trailmark-summary/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "analysis",
        "trailmark",
        "summary"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/trailmark-variant-neighborhood",
      "name": "trailmark-variant-neighborhood",
      "description": "Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface implementations, override relationships, type/reference neighbors, and structurally similar nodes. Use after one issue is found to seed variant-analysis, semgrep-rule-creator, static-analysis, or manual review with graph-derived candidate locations.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-29T20:51:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/trailmark-variant-neighborhood",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/trailmark-variant-neighborhood/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "analysis",
        "trailmark",
        "variant",
        "neighborhood"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/variant-analysis",
      "name": "variant-analysis",
      "description": "Hunts for the other instances of a bug already found \u2014 the variants of one root cause across a codebase. Use immediately after a vulnerability, logic bug, or bad pattern turns up in a specific file and the question becomes where else it occurs, including the bare conversational form (\"are there others like this?\", \"is this the same bug?\"). Also for generalizing one known instance into a CodeQL or Semgrep query for its whole pattern family, and for triaging a set of look-alike candidates against a known root cause. Not for initial discovery with no bug in hand.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-05T13:13:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/variant-analysis/skills/variant-analysis",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/variant-analysis/skills/variant-analysis/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "analysis",
        "variant"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 71,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/vector-forge",
      "name": "vector-forge",
      "description": "Mutation-driven test vector generation. Finds implementations of a cryptographic algorithm or protocol, runs mutation testing to identify escaped mutants, then generates new test vectors that deliberately exercise the uncovered code paths. Compares before/after mutation kill rates to prove vector effectiveness. Use when generating cryptographic test vectors, measuring Wycheproof coverage gaps, finding escaped mutants via mutation testing, creating cross-implementation test suites, or improving test vector coverage for crypto primitives.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-19T17:39:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/trailmark/skills/vector-forge",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/trailmark/skills/vector-forge/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "vector",
        "forge"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/vulnerability-triage-brocards",
      "name": "vulnerability-triage-brocards",
      "description": "This skill should be used when the user asks to \"triage a vulnerability report\", \"assess a CVE\", \"evaluate a bug bounty submission\", \"decide if a finding is valid\", \"review a security finding\", \"dismiss a vulnerability\", \"should we fix this CVE\", \"prioritize a vulnerability report\", or needs to determine whether an incoming vulnerability report warrants investigation. Applies 7 brocards (rules of thumb) to systematically accept, dismiss, or request more information on vulnerability reports, or needs to filter raw findings from agentic vulnerability discovery pipelines before human review.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-01T12:32:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/vulnerability-triage-brocards/skills/vulnerability-triage-brocards",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/vulnerability-triage-brocards/skills/vulnerability-triage-brocards/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "vulnerability",
        "triage",
        "brocards"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 44,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/writing-lean-proofs",
      "name": "writing-lean-proofs",
      "description": "Writes and reviews structured Lean 4 proofs and designs Lean libraries following Mathlib conventions. Use when proving theorems in Lean, formalizing mathematics or specifications in Lean 4, defining new types or definitions in a Lean library, reviewing Lean proofs for readability and maintainability, refactoring long tactic proofs into lemmas, filling in sorry placeholders in a Lean development, setting up CI or linters for a Lean project, diagnosing slow proofs or maxHeartbeats timeouts, or writing custom tactics, macros, or linters.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-07T20:23:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/writing-lean-proofs/skills/writing-lean-proofs",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/writing-lean-proofs/skills/writing-lean-proofs/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "lint",
        "design",
        "art",
        "writing",
        "lean",
        "proofs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 69,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/wycheproof",
      "name": "wycheproof",
      "description": "Validates cryptographic implementations against Project Wycheproof's test vectors, which encode known attacks and edge cases across AES, RSA, ECDSA, ECDH, and more. Covers loading test vectors, mapping result flags onto pass and fail expectations, and reading a failure. Use when testing a crypto implementation against known attacks, checking a library against standard test vectors, or investigating why two implementations disagree on the same input.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-26T14:18:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/testing-handbook-skills/skills/wycheproof",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/testing-handbook-skills/skills/wycheproof/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "cd",
        "test",
        "wycheproof"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/yara-rule-authoring",
      "name": "yara-rule-authoring",
      "description": "Guides authoring of high-quality YARA-X detection rules for malware identification. Use when writing, reviewing, or optimizing YARA rules. Covers naming conventions, string selection, performance optimization, migration from legacy YARA, and false positive reduction. Triggers on: YARA, YARA-X, malware detection, threat hunting, IOC, signature, crx module, dex module.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T19:22:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/yara-authoring/skills/yara-rule-authoring",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/yara-authoring/skills/yara-rule-authoring/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "yara",
        "rule",
        "authoring"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "trailofbits/zeroize-audit",
      "name": "zeroize-audit",
      "description": "Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification. Use for auditing C/C++/Rust code handling secrets, keys, passwords, or other sensitive data.",
      "provider": "trailofbits",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-14T19:37:21Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/trailofbits/skills",
        "path": "plugins/zeroize-audit/skills/zeroize-audit",
        "skill_md_url": "https://raw.githubusercontent.com/trailofbits/skills/main/plugins/zeroize-audit/skills/zeroize-audit/SKILL.md",
        "commit_sha": "5c99c03fb8a9ea568432ecbcba5d86e9f4ac2bf0"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "analysis",
        "zeroize",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7591
    },
    {
      "id": "anthropics/academy-guide",
      "name": "academy-guide",
      "description": "Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product \u2014 it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: \"how do I\", \"how can I\", \"getting started with\", \"what can Claude do\", \"teach me\", \"learn to use\"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product \u2014 not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial \u2014 a docs-grounded answer and an Academy recommendation belong together. Only recommend on a strong match; never invent Academy content.\n",
      "provider": "anthropics",
      "category": "ml-ai",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2026-08-18T16:02:05Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/academy-guide",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/academy-guide/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "art",
        "document",
        "academy",
        "guide"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/algorithmic-art",
      "name": "algorithmic-art",
      "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",
      "provider": "anthropics",
      "category": "development",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/algorithmic-art",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/algorithmic-art/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "art",
        "algorithmic"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/brand-guidelines",
      "name": "brand-guidelines",
      "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",
      "provider": "anthropics",
      "category": "creative",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/brand-guidelines",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/brand-guidelines/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "design",
        "art",
        "brand",
        "visual",
        "guidelines"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/canvas-design",
      "name": "canvas-design",
      "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",
      "provider": "anthropics",
      "category": "creative",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/canvas-design",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/canvas-design/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pdf",
        "design",
        "art",
        "visual",
        "document",
        "canvas"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/claude-api",
      "name": "claude-api",
      "description": "Reference for the Claude API / Anthropic SDK \u2014 model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.\nTRIGGER \u2014 read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" \u2014 whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) \u2014 never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens).\nSKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named \u2014 don't Read the file).",
      "provider": "anthropics",
      "category": "ml-ai",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2026-10-09T18:45:49Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/claude-api",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/claude-api/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "mcp",
        "extract",
        "claude"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 180256
    },
    {
      "id": "anthropics/discernment-nudge",
      "name": "discernment-nudge",
      "description": "After you give a substantive answer or draft that the user may act on \u2014 advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument \u2014 invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review \u2014 the skill file explains these boundaries and the exact output format.\n",
      "provider": "anthropics",
      "category": "development",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2026-08-17T17:23:10Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/discernment-nudge",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/discernment-nudge/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "convert",
        "analysis",
        "email",
        "discernment",
        "nudge"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 53,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/doc-coauthoring",
      "name": "doc-coauthoring",
      "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.",
      "provider": "anthropics",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2025-12-04T17:01:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/doc-coauthoring",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/doc-coauthoring/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "doc",
        "coauthoring"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 309,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 180256
    },
    {
      "id": "anthropics/docx",
      "name": "docx",
      "description": "Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.",
      "provider": "anthropics",
      "category": "documents",
      "license": "Proprietary. LICENSE.txt has complete terms",
      "compatibility": null,
      "last_updated_at": "2026-07-17T02:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/docx",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/docx/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pdf",
        "docx",
        "pr",
        "ci",
        "document",
        "extract",
        "convert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 85,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/frontend-design",
      "name": "frontend-design",
      "description": "Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.",
      "provider": "anthropics",
      "category": "creative",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2026-09-03T16:37:13Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/frontend-design",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/frontend-design/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "design",
        "visual",
        "frontend"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 36,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/internal-comms",
      "name": "internal-comms",
      "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).",
      "provider": "anthropics",
      "category": "development",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/internal-comms",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/internal-comms/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "faq",
        "internal",
        "comms"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/mcp-builder",
      "name": "mcp-builder",
      "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).",
      "provider": "anthropics",
      "category": "development",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/mcp-builder",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/mcp-builder/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "mcp",
        "design",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 180256
    },
    {
      "id": "anthropics/pdf",
      "name": "pdf",
      "description": "Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.",
      "provider": "anthropics",
      "category": "creative",
      "license": "Proprietary. LICENSE.txt has complete terms",
      "compatibility": null,
      "last_updated_at": "2026-02-04T02:09:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/pdf",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/pdf/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pdf",
        "pr",
        "art",
        "extract"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 248,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/pptx",
      "name": "pptx",
      "description": "Use this skill any time a .pptx or .potx file is involved in any way \u2014 as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx or .potx filename, regardless of what they plan to do with the content afterward. If a .pptx or .potx file needs to be opened, created, or touched, use this skill.",
      "provider": "anthropics",
      "category": "documents",
      "license": "Proprietary. LICENSE.txt has complete terms",
      "compatibility": null,
      "last_updated_at": "2026-07-17T02:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/pptx",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/pptx/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pptx",
        "pr",
        "extract",
        "email"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 85,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/skill-creator",
      "name": "skill-creator",
      "description": "Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.",
      "provider": "anthropics",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-06T20:06:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/skill-creator",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/skill-creator/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "test",
        "analysis",
        "skill",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 217,
      "maintenance_status": "stale",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/slack-gif-creator",
      "name": "slack-gif-creator",
      "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for Slack.\"",
      "provider": "anthropics",
      "category": "enterprise",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/slack-gif-creator",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/slack-gif-creator/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "slack",
        "knowledge",
        "gif",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/theme-factory",
      "name": "theme-factory",
      "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.",
      "provider": "anthropics",
      "category": "creative",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/theme-factory",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/theme-factory/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "theme",
        "factory"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/web-artifacts-builder",
      "name": "web-artifacts-builder",
      "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.",
      "provider": "anthropics",
      "category": "web",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/web-artifacts-builder",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/web-artifacts-builder/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "web",
        "artifacts",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/webapp-testing",
      "name": "webapp-testing",
      "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.",
      "provider": "anthropics",
      "category": "web",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2025-12-01T18:05:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/webapp-testing",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/webapp-testing/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "webapp",
        "testing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 312,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "anthropics/xlsx",
      "name": "xlsx",
      "description": "Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path \u2014 even casually (like \"the xlsx in my downloads\") \u2014 and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.",
      "provider": "anthropics",
      "category": "data",
      "license": "Proprietary. LICENSE.txt has complete terms",
      "compatibility": null,
      "last_updated_at": "2026-07-17T02:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/anthropics/skills",
        "path": "skills/xlsx",
        "skill_md_url": "https://raw.githubusercontent.com/anthropics/skills/main/skills/xlsx/SKILL.md",
        "commit_sha": "dbd4588f9e1033efb41dad4bef2f7947c8993d44"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "xlsx",
        "csv",
        "pr",
        "ci",
        "api",
        "art",
        "document",
        "convert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 85,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 180256
    },
    {
      "id": "obra-superpowers/brainstorming",
      "name": "brainstorming",
      "description": "You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-10T00:28:04Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/brainstorming",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/brainstorming/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "brainstorming"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/diagnosing-superpowers",
      "name": "diagnosing-superpowers",
      "description": "Use when a superpowers session went wrong and your human partner wants to know why \u2014 repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, \"it took too long\", \"why is it so expensive\", \"what is it doing\" \u2014 or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-19T00:31:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/diagnosing-superpowers",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/diagnosing-superpowers/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "art",
        "diagnosing",
        "superpowers"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 21,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/dispatching-parallel-agents",
      "name": "dispatching-parallel-agents",
      "description": "Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-05T19:22:52Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/dispatching-parallel-agents",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/dispatching-parallel-agents/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "dispatching",
        "parallel",
        "agents"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 96,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/executing-plans",
      "name": "executing-plans",
      "description": "Use when executing an implementation plan in the current session as the implementer yourself \u2014 your human partner chose inline execution, or no subagent tool is available",
      "provider": "obra-superpowers",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-19T00:31:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/executing-plans",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/executing-plans/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "executing",
        "plans"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 21,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/finishing-a-development-branch",
      "name": "finishing-a-development-branch",
      "description": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-12T16:53:21Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/finishing-a-development-branch",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/finishing-a-development-branch/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "test",
        "finishing",
        "development",
        "branch"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 58,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/receiving-code-review",
      "name": "receiving-code-review",
      "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-05T19:29:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/receiving-code-review",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/receiving-code-review/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "receiving",
        "code",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 96,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/requesting-code-review",
      "name": "requesting-code-review",
      "description": "Use when completing tasks, implementing major features, or before merging to verify work meets requirements",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-10T00:28:04Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/requesting-code-review",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/requesting-code-review/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "requesting",
        "code",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/subagent-driven-development",
      "name": "subagent-driven-development",
      "description": "Use when executing implementation plans with independent tasks in the current session",
      "provider": "obra-superpowers",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-19T00:31:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/subagent-driven-development",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/subagent-driven-development/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "subagent",
        "driven",
        "development"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 21,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/systematic-debugging",
      "name": "systematic-debugging",
      "description": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-10T00:28:04Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/systematic-debugging",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/systematic-debugging/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "systematic",
        "debugging"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/test-driven-development",
      "name": "test-driven-development",
      "description": "Use when implementing any feature or bugfix, before writing implementation code",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-19T00:31:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/test-driven-development",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/test-driven-development/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "driven",
        "development"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 21,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/using-git-worktrees",
      "name": "using-git-worktrees",
      "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-05T19:26:53Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/using-git-worktrees",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/using-git-worktrees/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "git",
        "art",
        "using",
        "worktrees"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 96,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/using-superpowers",
      "name": "using-superpowers",
      "description": "Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions",
      "provider": "obra-superpowers",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-19T00:31:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/using-superpowers",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/using-superpowers/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "art",
        "using",
        "superpowers"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 21,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/verification-before-completion",
      "name": "verification-before-completion",
      "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always",
      "provider": "obra-superpowers",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-05T19:24:18Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/verification-before-completion",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/verification-before-completion/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "verification",
        "before",
        "completion"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 96,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/writing-plans",
      "name": "writing-plans",
      "description": "Use when you have a spec or requirements for a multi-step task, before touching code",
      "provider": "obra-superpowers",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-25T18:06:27Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/writing-plans",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/writing-plans/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "writing",
        "plans"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 14,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "obra-superpowers/writing-skills",
      "name": "writing-skills",
      "description": "Use when creating new skills, editing existing skills, or verifying skills work before deployment",
      "provider": "obra-superpowers",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-19T00:31:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/obra/superpowers",
        "path": "skills/writing-skills",
        "skill_md_url": "https://raw.githubusercontent.com/obra/superpowers/main/skills/writing-skills/SKILL.md",
        "commit_sha": "bb92a77741419a4ab5f06e711a283343f1ada0c3"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "writing",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 21,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 297069
    },
    {
      "id": "huggingface/hf-cli",
      "name": "hf-cli",
      "description": "Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication; managing local cache; managing Hugging Face Buckets; running or scheduling jobs on Hugging Face infrastructure; managing Hugging Face repos; discussions and pull requests; browsing models, datasets and spaces; reading, searching, or browsing academic papers; managing collections; querying datasets; configuring spaces; setting up webhooks; or deploying and managing HF Inference Endpoints. Make sure to use this skill whenever the user mentions 'hf', 'huggingface', 'Hugging Face', 'huggingface-cli', or 'hugging face cli', or wants to do anything related to the Hugging Face ecosystem and to AI and ML in general. Also use for cloud storage needs like training checkpoints, data pipelines, or agent traces. Use even if the user doesn't explicitly ask for a CLI command. Replaces the deprecated `huggingface-cli`.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-10-08T15:30:05Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-cli",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-cli/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cli"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/hf-cloud-aws-context-discovery",
      "name": "hf-cloud-aws-context-discovery",
      "description": "Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any other AWS work \u2014 deploying to SageMaker, creating resources, calling AWS APIs, or anything that touches an AWS account. Use it especially when the user has not specified a region or profile explicitly, when they say things like \"use my AWS account\", \"deploy to AWS\", \"use my profile\", or when about to make any AWS CLI or SDK call. Never guess the region or account ID \u2014 always use this skill to read it from the local configuration first.",
      "provider": "huggingface",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-07T14:32:21Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-cloud-aws-context-discovery",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-cloud-aws-context-discovery/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "cli",
        "art",
        "cloud",
        "aws",
        "context",
        "discovery"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 93,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/hf-cloud-python-env-setup",
      "name": "hf-cloud-python-env-setup",
      "description": "Set up an isolated Python environment for SageMaker / AWS work, with the right Python version and current boto3. Use this skill whenever Python code will be executed for a SageMaker deployment, training job, or any AWS automation \u2014 including when about to run `pip install`, when about to invoke `boto3`, when creating or activating a virtualenv, or when the user asks to \"set up the environment\". Never use system Python and never `pip install` into it. Always isolate. This skill prevents the most common failure modes: wrong Python version, dependency conflicts, and stale SDKs.",
      "provider": "huggingface",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-07T14:32:21Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-cloud-python-env-setup",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-cloud-python-env-setup/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "cloud",
        "python",
        "env",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 93,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/hf-cloud-sagemaker-deployment-planner",
      "name": "hf-cloud-sagemaker-deployment-planner",
      "description": "Plan and coordinate the deployment of a model to Amazon SageMaker AI. Use this skill whenever the user wants to deploy, host, serve, or expose a model on SageMaker or AWS \u2014 including phrases like \"deploy a model\", \"host this LLM on AWS\", \"serve this embedding model\", \"deploy a reranker\", \"deploy a text-to-image / diffusion model\", \"host this for async inference\", \"create an endpoint\", \"serve my fine-tuned model\", or any request that involves making a model available for inference on AWS. Use this even when the user is vague (e.g. \"I just want to get this running on AWS, you figure it out\"). Works for text-generation LLMs, embedding models, rerankers, classifiers, text-to-image / diffusion models \u2014 picks the right serving stack and chooses between real-time and async inference. This is the entry-point skill for SageMaker deployment work \u2014 it asks clarifying questions, picks a deployment pathway, and coordinates the other deployment skills.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-03T18:54:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-cloud-sagemaker-deployment-planner",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-cloud-sagemaker-deployment-planner/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "cloud",
        "sagemaker",
        "deployment",
        "planner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/hf-cloud-sagemaker-iam-preflight",
      "name": "hf-cloud-sagemaker-iam-preflight",
      "description": "Ensure a usable SageMaker execution role exists before deploying or training. Use this skill whenever about to create a SageMaker endpoint, model, training job, or any resource that requires an execution role. Use it especially when the user has not provided a role ARN explicitly, when scripts are about to call `iam:CreateRole`, or when an AccessDenied error mentions an IAM action. Never blindly call `iam:CreateRole` \u2014 always check for existing roles first. This skill prevents the most common SageMaker deployment failure: trying to create IAM resources from an SSO principal that has no IAM write permissions.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-10T10:36:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-cloud-sagemaker-iam-preflight",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-cloud-sagemaker-iam-preflight/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cloud",
        "sagemaker",
        "iam",
        "preflight"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 29,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/hf-cloud-sagemaker-production-defaults",
      "name": "hf-cloud-sagemaker-production-defaults",
      "description": "Create a SageMaker endpoint (real-time, real-time scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default. Use this skill whenever about to create a SageMaker endpoint, write deployment code that calls `create_endpoint`, or finalize a deployment after the image URI and IAM role are known. Provides deploy.py for real-time endpoints, deploy_ic.py for real-time endpoints that scale to zero instances via inference components, and deploy_async.py for async endpoints (also scale-to-zero). This is the last step in the SageMaker deployment workflow. Never generate a bare `create_endpoint` call without these defaults \u2014 endpoints without autoscaling or alarms are demos, not deployments.",
      "provider": "huggingface",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-10T10:36:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-cloud-sagemaker-production-defaults",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-cloud-sagemaker-production-defaults/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cloud",
        "sagemaker",
        "production",
        "defaults"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 29,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/hf-cloud-serving-image-selection",
      "name": "hf-cloud-serving-image-selection",
      "description": "Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy a model to a SageMaker endpoint and an image URI needs to be chosen \u2014 including when the user says \"deploy this LLM\", \"host this HuggingFace model\", \"serve this fine-tuned model\", \"deploy this embedding model\", \"host a reranker\", \"serve a sentence-transformers model\", or when about to hardcode any container URI in deployment code. HuggingFace-curated Deep Learning Containers are ALWAYS preferred: HuggingFace vLLM (LLMs and generative rerankers), HuggingFace vLLM-Omni (multimodal), TEI (embeddings/cross-encoder rerankers), HF Inference Toolkit (other transformers). Generic images (AWS vLLM, DJL-LMI, SGLang) are used only when no HuggingFace image is compatible \u2014 never merely because they carry a newer version. Never hardcode a container URI from memory and never default to TGI. Prevents stale-image failures and wrong-region URIs.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-10T10:36:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-cloud-serving-image-selection",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-cloud-serving-image-selection/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cloud",
        "serving",
        "image",
        "selection"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 29,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/hf-mem",
      "name": "hf-mem",
      "description": "Hugging Face CLI to estimate the required memory to load Safetensors or GGUF model weights for inference from the Hugging Face Hub",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-12T09:25:39Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/hf-mem",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/hf-mem/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "cli",
        "mem"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 119,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-best",
      "name": "huggingface-best",
      "description": "Use when the user asks about finding the best, top, or recommended model for a task, wants to know what AI model to use, or wants to compare models by benchmark scores. Triggers on: \"best model for X\", \"what model should I use for\", \"top models for [task]\", \"which model runs on my laptop/machine/device\", \"recommend a model for\", \"what LLM should I use for\", \"compare models for\", \"what's state of the art for\", or any question about choosing an AI model for a specific use case. Always use this skill when the user wants model recommendations or comparisons, even if they don't explicitly mention HuggingFace or benchmarks.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-03T18:50:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-best",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-best/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "art",
        "huggingface",
        "best"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-community-evals",
      "name": "huggingface-community-evals",
      "description": "Run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware. Use for backend selection, local GPU evals, and choosing between vLLM / Transformers / accelerate. Not for HF Jobs orchestration, model-card PRs, .eval_results publication, or community-evals automation.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-23T15:24:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-community-evals",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-community-evals/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "huggingface",
        "community",
        "evals"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 199,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-datasets",
      "name": "huggingface-datasets",
      "description": "Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.",
      "provider": "huggingface",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-28T22:54:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-datasets",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-datasets/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "huggingface",
        "datasets"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 163,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-gradio",
      "name": "huggingface-gradio",
      "description": "Build Gradio web UIs and demos in Python. Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.",
      "provider": "huggingface",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-24T19:17:07Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-gradio",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-gradio/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "huggingface",
        "gradio"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 198,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-llm-trainer",
      "name": "huggingface-llm-trainer",
      "description": "Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, model selection/leaderboards and model persistence. Use for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": "Complete terms in LICENSE.txt",
      "compatibility": null,
      "last_updated_at": "2026-04-09T10:58:58Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-llm-trainer",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-llm-trainer/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "huggingface",
        "llm",
        "trainer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 183,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-local-models",
      "name": "huggingface-local-models",
      "description": "Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-compatible local serving.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-22T06:42:11Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-local-models",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-local-models/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "huggingface",
        "local",
        "models"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 170,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-lora-space-builder",
      "name": "huggingface-lora-space-builder",
      "description": "Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA. Use when someone asks to create, generate, ship, or publish a Space, demo, Gradio app, or playground for a LoRA \u2014 including LoRAs for Qwen-Image, Qwen-Image-Edit, LTX-Video, Wan, FLUX, SDXL, or other diffusion base models. Also triggers when someone describes a LoRA they trained or hosts on the Hub and wants to share it. Covers picking the right base pipeline and `diffusers` inference recipe, designing a UI tailored to the LoRA's task and inputs (Union/multi-task control, edit, video, image, etc.), respecting model-card recommendations (trigger words, steps, guidance, LoRA scale, example inputs), and shipping to ZeroGPU hardware as a private Space by default.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-16T08:07:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-lora-space-builder",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-lora-space-builder/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "huggingface",
        "lora",
        "space",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 85,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-paper-publisher",
      "name": "huggingface-paper-publisher",
      "description": "Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-23T15:24:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-paper-publisher",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-paper-publisher/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "huggingface",
        "paper",
        "publisher"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 199,
      "maintenance_status": "stale",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-papers",
      "name": "huggingface-papers",
      "description": "Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face paper page URL, an arXiv URL or ID, or asks to summarize, explain, or analyze an AI research paper.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-23T15:24:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-papers",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-papers/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "api",
        "huggingface",
        "papers"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 199,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-spaces",
      "name": "huggingface-spaces",
      "description": "Build, deploy, and maintain applications on Hugging Face Spaces \u2014 Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging, buckets, inference providers, community grants. Use whenever the user asks to create or host an app on Hugging Face, port code onto ZeroGPU, fix a Space that won't build or run, or otherwise work with `hf spaces \u2026`, `@spaces.GPU`, Space README frontmatter, or the `spaces` Python package.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-03T18:53:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-spaces",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-spaces/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "huggingface",
        "spaces"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-tool-builder",
      "name": "huggingface-tool-builder",
      "description": "Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful when chaining or combining API calls or the task will be repeated/automated. This Skill creates a reusable script to fetch, enrich or process data.",
      "provider": "huggingface",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-01T19:07:10Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-tool-builder",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-tool-builder/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "huggingface",
        "tool",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 190,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-trackio",
      "name": "huggingface-trackio",
      "description": "Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization, alerts with webhooks, HF Space syncing, and JSON output for automation.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-06T17:39:01Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-trackio",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-trackio/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "ci",
        "api",
        "cli",
        "visual",
        "huggingface",
        "trackio"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 94,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-vision-trainer",
      "name": "huggingface-vision-trainer",
      "description": "Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models \u2014 MobileNetV3, MobileViT, ResNet, ViT/DINOv3 \u2014 plus any Transformers classifier), and SAM/SAM2 segmentation using Hugging Face Transformers on Hugging Face Jobs cloud GPUs. Covers COCO-format dataset preparation, Albumentations augmentation, mAP/mAR evaluation, accuracy metrics, SAM segmentation with bbox/point prompts, DiceCE loss, hardware selection, cost estimation, Trackio monitoring, and Hub persistence. Use when users mention training object detection, image classification, SAM, SAM2, segmentation, image matting, DETR, D-FINE, RT-DETR, ViT, timm, MobileNet, ResNet, bounding box models, or fine-tuning vision models on Hugging Face Jobs.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-23T15:24:34Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-vision-trainer",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-vision-trainer/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "huggingface",
        "vision",
        "trainer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 199,
      "maintenance_status": "stale",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 11151
    },
    {
      "id": "huggingface/huggingface-zerogpu",
      "name": "huggingface-zerogpu",
      "description": "AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGPU Space, or handling ZeroGPU-specific code constraints \u2014 pickle-based process isolation, `gr.State` semantics across the worker boundary, no `torch.compile` (use AoTI instead), CUDA wheel-only builds (no `nvcc` at build or runtime), large vs xlarge sizing, and dynamic duration callables. Make sure to use this skill whenever the user mentions ZeroGPU, `@spaces.GPU`, or the `spaces` Python package, or hits ZeroGPU-specific code errors like `PicklingError` across the worker boundary, `illegal duration`, or `flash-attn` wheel-build failures \u2014 even when the user does not explicitly ask for ZeroGPU coding guidance. Trigger on `import spaces` or `@spaces.GPU` in code.",
      "provider": "huggingface",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-20T15:18:47Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/huggingface-zerogpu",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/huggingface-zerogpu/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "huggingface",
        "zerogpu"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 141,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/train-sentence-transformers",
      "name": "train-sentence-transformers",
      "description": "Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding model for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal), `CrossEncoder` (reranker, pair scoring for two-stage retrieval / pair classification), `SparseEncoder` (SPLADE, sparse embedding model for learned-sparse retrieval), and `MultiVectorEncoder` (ColBERT / late-interaction, per-token embeddings scored with MaxSim). Covers loss selection, hard-negative mining, evaluators, distillation, LoRA, Matryoshka, and Hugging Face Hub publishing. Use for any sentence-transformers training task.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-18T15:35:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/train-sentence-transformers",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/train-sentence-transformers/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "train",
        "sentence",
        "transformers"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 51,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/transformers-js",
      "name": "transformers-js",
      "description": "Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image classification, object detection), audio (speech recognition, audio classification), and multimodal tasks. Works in browsers and server-side runtimes (Node.js, Bun, Deno) with WebGPU/WASM using pre-trained models from Hugging Face Hub.",
      "provider": "huggingface",
      "category": "creative",
      "license": "Apache-2.0",
      "compatibility": "Requires Node.js 18+ (or compatible Bun/Deno runtime) or modern browser with ES modules support. WebGPU requires runtime and hardware support; WASM is the broad fallback. Internet access is needed for downloading models from Hugging Face Hub (optional if using local models).",
      "last_updated_at": "2026-04-10T15:57:42Z",
      "metadata": {
        "author": "huggingface",
        "version": "4.x",
        "category": "machine-learning",
        "repository": "https://github.com/huggingface/transformers.js"
      },
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/transformers-js",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/transformers-js/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "transformers"
      ],
      "duplicate_status": null,
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      "days_since_update": 181,
      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "huggingface/trl-training",
      "name": "trl-training",
      "description": "Post-train LLMs with TRL (Transformers Reinforcement Learning) \u2014 SFT, DPO, GRPO, KTO, and reward-model training. Use when writing or debugging training code with the TRL Python API or the trl CLI.",
      "provider": "huggingface",
      "category": "ml-ai",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-10-01T08:53:42Z",
      "metadata": {
        "author": "huggingface",
        "documentation": "https://huggingface.co/docs/trl"
      },
      "source": {
        "repo": "https://github.com/huggingface/skills",
        "path": "skills/trl-training",
        "skill_md_url": "https://raw.githubusercontent.com/huggingface/skills/main/skills/trl-training/SKILL.md",
        "commit_sha": "c3ff942be3e07116b475253f0a8fc4f54682c1a8"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "cli",
        "trl",
        "training"
      ],
      "duplicate_status": null,
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      "days_since_update": 8,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 11151
    },
    {
      "id": "supabase/supabase",
      "name": "supabase",
      "description": "Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, declarative schemas, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector); debugging and troubleshooting errors or unexpected behavior on Supabase projects (HTTP errors, Postgres errors, RLS surprises, permission denied, schema cache issues, timeouts, Edge Function crashes, Realtime drops, Storage failures) and reading or querying logs (Logs Explorer, ClickHouse).",
      "provider": "supabase",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-24T09:55:24Z",
      "metadata": {
        "author": "supabase",
        "version": "0.1.2"
      },
      "source": {
        "repo": "https://github.com/supabase/agent-skills",
        "path": "skills/supabase",
        "skill_md_url": "https://raw.githubusercontent.com/supabase/agent-skills/main/skills/supabase/SKILL.md",
        "commit_sha": "c9be0e931b7930f7d02126d04774d904c381e7d7"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "mcp",
        "cli",
        "supabase"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 2686
    },
    {
      "id": "supabase/supabase-postgres-best-practices",
      "name": "supabase-postgres-best-practices",
      "description": "Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector/semantic search (pgvector), and restoring dumps (pg_restore) or importing data. Also load it when diagnosing slow queries, high CPU, timeouts, EXPLAIN plans, connection exhaustion, locking, bloat, or rows visible to the wrong user or tenant. This is not just a performance guide \u2014 schema, migration, security, and SQL authoring tasks need these rules too, even for a one-column change or a single query.",
      "provider": "supabase",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-30T11:44:23Z",
      "metadata": {
        "author": "supabase",
        "version": "1.1.1",
        "organization": "Supabase",
        "date": "January 2026",
        "abstract": "Comprehensive Postgres performance optimization guide for developers using Supabase and Postgres. Contains performance rules across 8 categories, prioritized by impact from critical (query performance, connection management) to incremental (advanced features). Each rule includes detailed explanations, incorrect vs. correct SQL examples, query plan analysis, and specific performance metrics to guide automated optimization and code generation."
      },
      "source": {
        "repo": "https://github.com/supabase/agent-skills",
        "path": "skills/supabase-postgres-best-practices",
        "skill_md_url": "https://raw.githubusercontent.com/supabase/agent-skills/main/skills/supabase-postgres-best-practices/SKILL.md",
        "commit_sha": "c9be0e931b7930f7d02126d04774d904c381e7d7"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "design",
        "supabase",
        "postgres",
        "best",
        "practices"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "duplicate_similarity": null,
      "days_since_update": 64,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 2686
    },
    {
      "id": "skillcreatorai/ask-questions-if-underspecified",
      "name": "ask-questions-if-underspecified",
      "description": "Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.",
      "provider": "skillcreatorai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/ask-questions-if-underspecified",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/ask-questions-if-underspecified/SKILL.md",
        "commit_sha": "6d95c788aa22ce39a4807b9a4c31c758a2036dc6"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "ask",
        "questions",
        "underspecified"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 175,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/audit-library-health",
      "name": "audit-library-health",
      "description": "Use when checking the overall health of a skills library. Run doctor, validate, check for stale skills, and verify generated docs are in sync.",
      "provider": "skillcreatorai",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-11T18:44:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/audit-library-health",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/audit-library-health/SKILL.md",
        "commit_sha": "6d95c788aa22ce39a4807b9a4c31c758a2036dc6"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "audit",
        "library",
        "health"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 163,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/backend-development",
      "name": "backend-development",
      "description": "Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.",
      "provider": "skillcreatorai",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/backend-development",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/backend-development/SKILL.md",
        "commit_sha": "6d95c788aa22ce39a4807b9a4c31c758a2036dc6"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "api",
        "design",
        "backend",
        "development"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 175,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/best-practices",
      "name": "best-practices",
      "description": "Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.",
      "provider": "skillcreatorai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/best-practices",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/best-practices/SKILL.md",
        "commit_sha": "6d95c788aa22ce39a4807b9a4c31c758a2036dc6"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
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    {
      "id": "skillcreatorai/browse-and-evaluate",
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      "description": "Use when exploring the ai-agent-skills catalog to find, compare, and evaluate skills before installing. Always use --fields to limit output size and --dry-run before committing to an install.",
      "provider": "skillcreatorai",
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    },
    {
      "id": "skillcreatorai/build-workspace-docs",
      "name": "build-workspace-docs",
      "description": "Use when regenerating README.md and WORK_AREAS.md in a managed library workspace. Always dry-run first to preview changes.",
      "provider": "skillcreatorai",
      "category": "development",
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      "compatibility": null,
      "last_updated_at": "2026-04-11T18:44:28Z",
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      "id": "skillcreatorai/changelog-generator",
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      "description": "Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.",
      "provider": "skillcreatorai",
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    },
    {
      "id": "skillcreatorai/code-documentation",
      "name": "code-documentation",
      "description": "Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.",
      "provider": "skillcreatorai",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
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      "source": {
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      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/content-research-writer",
      "name": "content-research-writer",
      "description": "Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.",
      "provider": "skillcreatorai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/content-research-writer",
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      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/curate-a-team-library",
      "name": "curate-a-team-library",
      "description": "Use when building a managed team skills library for a real stack. Map work to shelves, browse before curating, write meaningful `whyHere` notes, and create a starter pack once the first pass is solid.",
      "provider": "skillcreatorai",
      "category": "development",
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      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
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    },
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      "id": "skillcreatorai/database-design",
      "name": "database-design",
      "description": "Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing schemas, writing migrations, or optimizing queries.",
      "provider": "skillcreatorai",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
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      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/install-from-remote-library",
      "name": "install-from-remote-library",
      "description": "Use when installing skills from a shared ai-agent-skills library repo. Inspect with `--list` first, prefer `--collection`, and preview with `--dry-run` before installing.",
      "provider": "skillcreatorai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/install-from-remote-library",
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      },
      "has_scripts": false,
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      "has_assets": false,
      "tags": [
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      "duplicate_status": null,
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    },
    {
      "id": "skillcreatorai/llm-application-dev",
      "name": "llm-application-dev",
      "description": "Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.",
      "provider": "skillcreatorai",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/llm-application-dev",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/llm-application-dev/SKILL.md",
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      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
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        "application",
        "dev"
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      "duplicate_status": null,
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      "quality_score": 50,
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      "requires_mcp": false,
      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/migrate-skills-between-libraries",
      "name": "migrate-skills-between-libraries",
      "description": "Use when moving skills between library workspaces or upgrading from a personal library to a team library. Export from one workspace, import into another.",
      "provider": "skillcreatorai",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/migrate-skills-between-libraries",
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      "has_scripts": false,
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      "duplicate_status": null,
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      "days_since_update": 175,
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      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/review-a-skill",
      "name": "review-a-skill",
      "description": "Use when evaluating whether a skill belongs in a library. Preview content, check frontmatter, validate structure, and decide whether to keep, curate, or remove.",
      "provider": "skillcreatorai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/review-a-skill",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/review-a-skill/SKILL.md",
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      "has_scripts": false,
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        "review",
        "skill"
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      "duplicate_status": null,
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      "days_since_update": 175,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/share-a-library",
      "name": "share-a-library",
      "description": "Use when a managed library is ready to publish to GitHub and hand to teammates as an install command. Run the GitHub publishing steps, then return the exact shareable install command.",
      "provider": "skillcreatorai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/share-a-library",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/share-a-library/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "share",
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      "duplicate_status": null,
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      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/update-installed-skills",
      "name": "update-installed-skills",
      "description": "Use when syncing or updating previously installed skills to their latest version. Always dry-run updates before applying, and check for breaking changes.",
      "provider": "skillcreatorai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-31T08:30:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/update-installed-skills",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/update-installed-skills/SKILL.md",
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      "has_scripts": false,
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      "duplicate_status": null,
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      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1144
    },
    {
      "id": "skillcreatorai/verification-agent",
      "name": "verification-agent",
      "description": "Verify claims, quotations, citations and references against live primary sources, and produce a reproducible audit record instead of an assertion. Use when asked to: check whether a quotation, verse, statistic, date, attribution or citation is accurate; verify references before publishing a report, thesis, article, slide deck or legal filing; confirm a text against an authoritative database; cross-check a claim across independent sources; build a citation register or verification appendix; find out whether two datasets agree; detect a misattributed or fabricated quotation; or audit a document's existing citations. Source-agnostic by design, with working providers for REST/JSON APIs, scraped HTML, bulk corpora, bibliographic catalogues (OpenLibrary), DOI resolution (Crossref) and reference works (Wikipedia) -- including scriptural tiers (Qur'an.com, sunnah.com and an independent hadith corpus) with full diacritic handling for Arabic, Hebrew, Greek and any script with optional marks. Covers content-addressed matching when sources disagree on numbering, graded match verdicts, byte-level integrity checks, published-string verification, and a catalogue of silent failure modes (identifier divergence, mojibake, scraper blocking, false-positive keyword rules, missing glyphs, unreliable PDF text layers).\n",
      "provider": "skillcreatorai",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-09-21T15:33:09Z",
      "metadata": {
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/skillcreatorai/Ai-Agent-Skills",
        "path": "skills/verification-agent",
        "skill_md_url": "https://raw.githubusercontent.com/skillcreatorai/Ai-Agent-Skills/main/skills/verification-agent/SKILL.md",
        "commit_sha": "6d95c788aa22ce39a4807b9a4c31c758a2036dc6"
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      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pdf",
        "json",
        "pr",
        "ci",
        "api",
        "design",
        "art",
        "document",
        "wiki",
        "verification"
      ],
      "duplicate_status": null,
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      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 1144
    },
    {
      "id": "sanjay-ai-skills/apple-container",
      "name": "apple-container",
      "description": "Apple's open-source `container` CLI to build, run, and manage OCI/Linux containers as\nlightweight per-container VMs on Apple-silicon macOS \u2014 no Docker daemon required. Use when\nthe user mentions the `container` CLI, \"apple container\", running or building containers on\nmacOS without Docker/Podman, `container run`, `container build`, `container images`,\n`container system start`, pushing/pulling images to a registry, or container networking on\nmacOS. This is Apple's `container` tool specifically (repo `apple/container`), NOT Docker,\nPodman, containerd, nerdctl, or Kubernetes \u2014 the CLI is Docker-like but is a different tool.\n",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-07-06T20:13:58Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/apple-container",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/apple-container/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "cli",
        "art",
        "apple",
        "container"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 66,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/atlassian",
      "name": "atlassian",
      "description": "Manage Jira issues and Confluence wiki pages in Atlassian Cloud.\nUse when: (1) searching/creating/updating Jira issues with JQL, (2) searching/reading/creating Confluence pages\nwith CQL, (3) managing Jira workflows, transitions, and comments, (4) browsing Confluence spaces and page\nhierarchies. Supports OAuth 2.1 via MCP server (recommended) or API token authentication (fallback).",
      "provider": "sanjay-ai-skills",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-03T17:02:13Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/atlassian",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/atlassian/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "mcp",
        "wiki",
        "atlassian"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 191,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/azure-devops",
      "name": "azure-devops",
      "description": "Manage Azure DevOps projects, work items, repos, PRs, pipelines, wikis, test plans, security alerts,\nvariable groups, environments/approvals, branch policies, and attachments. Use when user asks to: manage\nsprints, create/update work items, list repos, create PRs, run pipelines, search code, manage wiki pages,\ncheck security alerts, manage variable groups, approve deployments, or configure branch policies.\nCovers 13 domains with 99 tools via REST API.\n",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/azure-devops",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/azure-devops/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "api",
        "wiki",
        "azure",
        "devops"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/deep-research",
      "name": "deep-research",
      "description": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/deep-research",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/deep-research/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "analysis",
        "deep",
        "research"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/elevenlabs",
      "name": "elevenlabs",
      "description": "Convert documents and text to audio using ElevenLabs text-to-speech.\nUse this skill when the user wants to create a podcast, narrate a document,\nread aloud text, generate audio from a file, or convert text to speech.\n",
      "provider": "sanjay-ai-skills",
      "category": "documents",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/elevenlabs",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/elevenlabs/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "document",
        "convert",
        "elevenlabs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/gmail",
      "name": "gmail",
      "description": "Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels.\nUse when user asks to: search email, read email, send email, create email draft, mark as read,\narchive email, star email, or manage Gmail labels. Lightweight alternative to full Google\nWorkspace MCP server with standalone OAuth authentication.\n",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/gmail",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/gmail/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "mcp",
        "email",
        "gmail"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/google-calendar",
      "name": "google-calendar",
      "description": "Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time.\nUse when user asks to: check calendar, schedule a meeting, create an event, find available time, list upcoming events,\ndelete or update a calendar event, or respond to meeting invitations. Lightweight alternative to full\nGoogle Workspace MCP server with standalone OAuth authentication.\n",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/google-calendar",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/google-calendar/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "mcp",
        "meeting",
        "google",
        "calendar"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/google-chat",
      "name": "google-chat",
      "description": "Interact with Google Chat - send, read, edit, delete and react to messages, share images\nand files, reply in threads, and manage spaces and DMs. Use when user asks to: send a\nmessage on Google Chat, read chat messages, list chat spaces, find a chat room, send a DM,\nshare a screenshot or file, edit or delete something already sent, or create a new space.\nLightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.\n",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-09-10T20:49:59Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.1"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/google-chat",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/google-chat/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "mcp",
        "google",
        "chat"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/google-docs",
      "name": "google-docs",
      "description": "Interact with Google Docs - create documents, search by title, read content, and edit text.\nUse when user asks to: create a Google Doc, find a document, read doc content, add text to a doc,\nor replace text in a document. Lightweight alternative to full Google Workspace MCP server with\nstandalone OAuth authentication.\n",
      "provider": "sanjay-ai-skills",
      "category": "documents",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/google-docs",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/google-docs/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "mcp",
        "document",
        "google",
        "docs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/google-drive",
      "name": "google-drive",
      "description": "Interact with Google Drive - search files, find folders, list contents, download files, upload files,\ncreate folders, move, copy, rename, and trash files. Use when user asks to: search Google Drive,\nfind a file/folder, list Drive contents, download or upload files, create folders, move files,\nor organize Drive content. Lightweight integration with standalone OAuth authentication supporting\nfull read/write access.\n",
      "provider": "sanjay-ai-skills",
      "category": "integrations",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/google-drive",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/google-drive/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "google",
        "drive"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/google-sheets",
      "name": "google-sheets",
      "description": "Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges,\nsearch for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells,\nadd data to Google Sheets, find a spreadsheet, check sheet contents, export spreadsheet data, or get cell values.\nLightweight integration with standalone OAuth authentication supporting full read/write access.\n",
      "provider": "sanjay-ai-skills",
      "category": "documents",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/google-sheets",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/google-sheets/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "google",
        "sheets"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/google-slides",
      "name": "google-slides",
      "description": "Read and write Google Slides presentations - get text, find presentations, create presentations, add slides,\nreplace text, and manage slide content. Use when user asks to: read a presentation, create slides, find slides,\nadd a slide, replace text in a presentation, or manage presentation content. Lightweight integration with\nstandalone OAuth authentication supporting full read/write access.\n",
      "provider": "sanjay-ai-skills",
      "category": "documents",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/google-slides",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/google-slides/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "google",
        "slides"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/google-tts",
      "name": "google-tts",
      "description": "Convert documents and text to audio using Google Cloud Text-to-Speech.\nUse this skill when the user wants to: narrate a document, read aloud text,\ngenerate audio from a file, convert text to speech, create a recording\nof documentation or analysis, create a podcast from a document, or use\nGoogle TTS/text-to-speech. Trigger phrases: \"read this aloud\", \"narrate this\",\n\"create a recording\", \"text to speech\", \"TTS\", \"convert to audio\",\n\"audio from document\", \"listen to this\", \"generate audio\", \"google tts\",\n\"create a podcast\".",
      "provider": "sanjay-ai-skills",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-24T03:07:19Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/google-tts",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/google-tts/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "document",
        "convert",
        "analysis",
        "google",
        "tts"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 199,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/grok-build",
      "name": "grok-build",
      "description": "Orchestrate coding work by delegating well-specified implementation tasks to xAI's Grok Build CLI (grok) running headlessly, while the coding assistant plans, writes the task specs, reviews every diff, and owns the result. Use when user says: 'use grok', 'grok build', 'delegate to grok', 'have grok implement', 'have grok execute', 'have grok build', 'send to grok', 'execute this plan with grok'. Executes a Markdown implementation plan task-by-task, or ad-hoc tasks with an inline spec.",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-07-09T14:18:29Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/grok-build",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/grok-build/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "cli",
        "grok",
        "build"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 63,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/imagen",
      "name": "imagen",
      "description": "Generate images using Google Gemini's image generation capabilities.\nUse this skill when the user needs to create, generate, or produce images\nfor any purpose including UI mockups, icons, illustrations, diagrams,\nconcept art, placeholder images, or visual representations.\n",
      "provider": "sanjay-ai-skills",
      "category": "creative",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/imagen",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/imagen/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "visual",
        "imagen"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 204,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/jules",
      "name": "jules",
      "description": "Delegate coding tasks to Google Jules AI agent for asynchronous execution. Use when user says: 'have Jules fix', 'delegate to Jules', 'send to Jules', 'ask Jules to', 'check Jules sessions', 'pull Jules results', 'jules add tests', 'jules add docs', 'jules review pr'. Handles: bug fixes, documentation, features, tests, refactoring, code reviews. Works with GitHub repos, creates PRs.",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-04-13T14:12:17Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/jules",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/jules/SKILL.md",
        "commit_sha": "281d88df199357e3091a3be5c743a0fca9a9ae1b"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "test",
        "document",
        "jules"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 150,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/manus",
      "name": "manus",
      "description": "Delegate complex, long-running tasks to Manus AI agent for autonomous execution. Use when user says 'use manus', 'delegate to manus', 'send to manus', 'have manus do', 'ask manus', 'check manus sessions', or when tasks require deep web research, market analysis, product comparisons, stock analysis, competitive research, document generation, data analysis, or multi-step workflows that benefit from autonomous agent execution with parallel processing.",
      "provider": "sanjay-ai-skills",
      "category": "data",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
        "author": "sanjay3290",
        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/manus",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/manus/SKILL.md",
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    },
    {
      "id": "sanjay-ai-skills/mssql",
      "name": "mssql",
      "description": "Execute read-only SQL queries against multiple Microsoft SQL Server databases. Use when: (1) querying MSSQL/SQL Server databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.",
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      "category": "data",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
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      },
      "source": {
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        "path": "skills/mssql",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/mssql/SKILL.md",
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      "has_scripts": true,
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      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/mysql",
      "name": "mysql",
      "description": "Execute read-only SQL queries against multiple MySQL databases. Use when: (1) querying MySQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.",
      "provider": "sanjay-ai-skills",
      "category": "data",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
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      },
      "source": {
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      "has_scripts": true,
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      "skill_type": "full",
      "requires_mcp": false,
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    },
    {
      "id": "sanjay-ai-skills/notebooklm",
      "name": "notebooklm",
      "description": "Query and manage Google NotebookLM notebooks with persistent profile auth, source sync, batch/multi queries, and structured exports. Use when user asks to query NotebookLM, 'ask my notebook', shares NotebookLM notebook URLs, wants to list/create notebooks, manage sources, do bulk folder sync, dedupe, or audit exports.",
      "provider": "sanjay-ai-skills",
      "category": "security",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
      "metadata": {
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        "version": "1.0"
      },
      "source": {
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        "path": "skills/notebooklm",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/notebooklm/SKILL.md",
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      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
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      "duplicate_status": null,
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      "maintenance_status": "stale",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/outline",
      "name": "outline",
      "description": "Search, read, and manage Outline wiki documents. Use when: (1) searching wiki for documentation, (2) reading wiki pages or articles, (3) listing wiki collections or documents, (4) creating or updating wiki content, (5) exporting documents as markdown. Works with any Outline wiki instance (self-hosted or cloud).",
      "provider": "sanjay-ai-skills",
      "category": "documents",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-04-13T14:12:17Z",
      "metadata": {
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        "version": "1.0"
      },
      "source": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "path": "skills/outline",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/outline/SKILL.md",
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      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "document",
        "wiki",
        "outline"
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      "duplicate_status": null,
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      "quality_score": 60,
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      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/postgres",
      "name": "postgres",
      "description": "Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.",
      "provider": "sanjay-ai-skills",
      "category": "data",
      "license": "Apache-2.0",
      "compatibility": null,
      "last_updated_at": "2026-02-19T02:28:52Z",
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      },
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    },
    {
      "id": "sanjay-ai-skills/telegram",
      "name": "telegram",
      "description": "Send Telegram messages, files, and alerts via bot API; read replies; ask questions with inline buttons and wait for the answer (approve-from-phone). Supports multiple bots and named chat targets. Use when the user wants to send a Telegram message or alert, get notified on Telegram when a task finishes or needs input, ask for approval via Telegram, or wire Telegram notifications into hooks, cron jobs, or CI. Triggers: 'telegram', 'send me a telegram', 'alert me on telegram', 'ask me on telegram', 'notify me when done'.",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-06T20:59:51Z",
      "metadata": {},
      "source": {
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        "path": "skills/telegram",
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      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "ci",
        "api",
        "telegram"
      ],
      "duplicate_status": null,
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      "maintenance_status": "maintained",
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      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "sanjay-ai-skills/whatsapp",
      "name": "whatsapp",
      "description": "Send and receive WhatsApp messages via the unofficial linked-device client pywhats (pip install pywhats) \u2014 pair with QR, send text/images, group chat, read receipts, presence/typing, and a long-running JSON event stream. Use when the user wants to script WhatsApp as a linked companion device (like WhatsApp Web), pair a device, send a WhatsApp from Python, or listen for inbound messages. Triggers: 'whatsapp', 'send whatsapp', 'pair whatsapp', 'pywhats', 'linked device', 'whatsapp web client'. NOT the official WhatsApp Business/Cloud API.",
      "provider": "sanjay-ai-skills",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-09T20:38:45Z",
      "metadata": {},
      "source": {
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        "path": "skills/whatsapp",
        "skill_md_url": "https://raw.githubusercontent.com/sanjay3290/ai-skills/main/skills/whatsapp/SKILL.md",
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      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "api",
        "cli",
        "whatsapp"
      ],
      "duplicate_status": null,
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      "days_since_update": 63,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 422
    },
    {
      "id": "notebooklm-skill/notebooklm",
      "name": "notebooklm",
      "description": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.",
      "provider": "notebooklm-skill",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": null,
      "metadata": {},
      "source": {
        "repo": "https://github.com/PleasePrompto/notebooklm-skill",
        "path": "",
        "skill_md_url": "https://raw.githubusercontent.com/PleasePrompto/notebooklm-skill/master/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "notebooklm"
      ],
      "duplicate_status": null,
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      "quality_score": 35,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 7771
    },
    {
      "id": "better-auth/better-auth-best-practices",
      "name": "better-auth-best-practices",
      "description": "Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to set up TypeScript authentication with email/password, OAuth, or plugin configuration.",
      "provider": "better-auth",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-01T00:22:31Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/better-auth/skills",
        "path": "better-auth/best-practices",
        "skill_md_url": "https://raw.githubusercontent.com/better-auth/skills/main/better-auth/best-practices/SKILL.md",
        "commit_sha": "20c9e88a5c007461a703f1c213572b073196113e"
      },
      "has_scripts": false,
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      "has_assets": false,
      "tags": [
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      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 210
    },
    {
      "id": "better-auth/create-auth",
      "name": "create-auth",
      "description": "Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth. Detect frameworks, configure database adapters, set up route handlers, add OAuth providers, and create auth UI pages. Use when users want to add login, sign-up, or authentication to a new or existing project with Better Auth.",
      "provider": "better-auth",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-01T00:20:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/better-auth/skills",
        "path": "better-auth/create-auth",
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      "has_scripts": false,
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      "has_assets": false,
      "tags": [
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        "create",
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      ],
      "duplicate_status": null,
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      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 210
    },
    {
      "id": "better-auth/email-and-password-best-practices",
      "name": "email-and-password-best-practices",
      "description": "Configure email verification, implement password reset flows, set password policies, and customise hashing algorithms for Better Auth email/password authentication. Use when users need to set up login, sign-in, sign-up, credential authentication, or password security with Better Auth.",
      "provider": "better-auth",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-01T00:20:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/better-auth/skills",
        "path": "better-auth/emailAndPassword",
        "skill_md_url": "https://raw.githubusercontent.com/better-auth/skills/main/better-auth/emailAndPassword/SKILL.md",
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      "has_scripts": false,
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        "email",
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      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
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      "github_stars": 210
    },
    {
      "id": "better-auth/organization-best-practices",
      "name": "organization-best-practices",
      "description": "Configure multi-tenant organizations, manage members and invitations, define custom roles and permissions, set up teams, and implement RBAC using Better Auth's organization plugin. Use when users need org setup, team management, member roles, access control, or the Better Auth organization plugin.",
      "provider": "better-auth",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-01T00:20:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/better-auth/skills",
        "path": "better-auth/organization",
        "skill_md_url": "https://raw.githubusercontent.com/better-auth/skills/main/better-auth/organization/SKILL.md",
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      "has_scripts": false,
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      "duplicate_status": null,
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      "quality_score": 70,
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    },
    {
      "id": "better-auth/two-factor-authentication-best-practices",
      "name": "two-factor-authentication-best-practices",
      "description": "Configure TOTP authenticator apps, send OTP codes via email/SMS, manage backup codes, handle trusted devices, and implement 2FA sign-in flows using Better Auth's twoFactor plugin. Use when users need MFA, multi-factor authentication, authenticator setup, or login security with Better Auth.",
      "provider": "better-auth",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-09-01T00:20:57Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/better-auth/skills",
        "path": "better-auth/twoFactor",
        "skill_md_url": "https://raw.githubusercontent.com/better-auth/skills/main/better-auth/twoFactor/SKILL.md",
        "commit_sha": "20c9e88a5c007461a703f1c213572b073196113e"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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      ],
      "duplicate_status": null,
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      "quality_score": 70,
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      "requires_mcp": false,
      "github_stars": 210
    },
    {
      "id": "vercel/deploy-to-vercel",
      "name": "deploy-to-vercel",
      "description": "Deploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push this live\", or \"create a preview deployment\".",
      "provider": "vercel",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-06T14:32:23Z",
      "metadata": {
        "author": "vercel",
        "version": "3.0.0"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/deploy-to-vercel",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/deploy-to-vercel/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "deploy",
        "vercel"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 175,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/vercel-cli-with-tokens",
      "name": "vercel-cli-with-tokens",
      "description": "Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login \u2014 e.g. \"deploy to vercel\", \"set up vercel\", \"add environment variables to vercel\".",
      "provider": "vercel",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-16T23:35:50Z",
      "metadata": {
        "author": "vercel",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/vercel-cli-with-tokens",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/vercel-cli-with-tokens/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "with",
        "tokens"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 133,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/vercel-composition-patterns",
      "name": "vercel-composition-patterns",
      "description": "React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.",
      "provider": "vercel",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-01-28T16:23:54Z",
      "metadata": {
        "author": "vercel",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/composition-patterns",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/composition-patterns/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "design",
        "vercel",
        "composition",
        "patterns"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 212,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/vercel-optimize",
      "name": "vercel-optimize",
      "description": "Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backed candidates; produce ranked recommendations grounded in verified files and version-aware Vercel/framework docs. Trigger for Vercel bill reduction, slow or expensive routes, caching opportunities, Function Invocations, Build Minutes, Fast Data Transfer, Core Web Vitals, Bot Management, Fluid compute, or cost breakdown requests.",
      "provider": "vercel",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-26T22:53:17Z",
      "metadata": {
        "version": "1.2.0"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/vercel-optimize",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/vercel-optimize/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "vercel",
        "optimize"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 93,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/vercel-react-best-practices",
      "name": "vercel-react-best-practices",
      "description": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.",
      "provider": "vercel",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-04-14T11:00:18Z",
      "metadata": {
        "author": "vercel",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/react-best-practices",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/react-best-practices/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "vercel",
        "react",
        "best",
        "practices"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 136,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/vercel-react-native-skills",
      "name": "vercel-react-native-skills",
      "description": "React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.",
      "provider": "vercel",
      "category": "mobile",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-01-27T00:48:33Z",
      "metadata": {
        "author": "vercel",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/react-native-skills",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/react-native-skills/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "vercel",
        "react",
        "native",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 213,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/vercel-react-view-transitions",
      "name": "vercel-react-view-transitions",
      "description": "Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to add page transitions, animate route changes, create shared element animations, animate enter/exit of components, animate list reorder, implement directional (forward/back) navigation animations, or integrate view transitions in Next.js. Also use when the user mentions view transitions, `startViewTransition`, `ViewTransition`, transition types, or asks about animating between UI states in React without third-party animation libraries.",
      "provider": "vercel",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-28T07:42:19Z",
      "metadata": {
        "author": "vercel",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/react-view-transitions",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/react-view-transitions/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "api",
        "art",
        "vercel",
        "react",
        "view",
        "transitions"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/web-design-guidelines",
      "name": "web-design-guidelines",
      "description": "Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site against best practices\".",
      "provider": "vercel",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-16T23:47:11Z",
      "metadata": {
        "author": "vercel",
        "version": "1.0.0",
        "argument-hint": "<file-or-pattern>"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/web-design-guidelines",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/web-design-guidelines/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "web",
        "guidelines"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 223,
      "maintenance_status": "stale",
      "quality_score": 40,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "vercel/writing-guidelines",
      "name": "writing-guidelines",
      "description": "Review docs/prose for Writing Guidelines compliance. Use when asked to \"review my docs\", \"check writing style\", \"audit prose\", \"review docs voice and tone\", or \"check this page against the writing handbook\".",
      "provider": "vercel",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-26T00:50:54Z",
      "metadata": {
        "author": "vercel",
        "version": "1.0.0",
        "argument-hint": "<file-or-pattern>"
      },
      "source": {
        "repo": "https://github.com/vercel-labs/agent-skills",
        "path": "skills/writing-guidelines",
        "skill_md_url": "https://raw.githubusercontent.com/vercel-labs/agent-skills/main/skills/writing-guidelines/SKILL.md",
        "commit_sha": "063bee94c3f4df8453406c830b0a7df0f2860278"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "writing",
        "guidelines"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 94,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 30586
    },
    {
      "id": "nginity/a11y-audit",
      "name": "a11y-audit",
      "description": "Accessibility audit skill for scanning, fixing, and verifying WCAG 2.2 Level A and AA compliance across React, Next.js, Vue, Angular, Svelte, and plain HTML codebases. Use when auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports, or integrating accessibility checks into CI/CD pipelines.",
      "provider": "nginity",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/a11y-audit/skills/a11y-audit",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/a11y-audit/skills/a11y-audit/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "cd",
        "a11y",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ab-test-setup",
      "name": "ab-test-setup",
      "description": "When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"conversion experiment,\" \"statistical significance,\" or \"test this.\" For tracking implementation, see analytics-tracking.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/ab-test-setup",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/ab-test-setup/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "test",
        "design",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ad-creative",
      "name": "ad-creative",
      "description": "When the user needs to generate, iterate, or scale ad creative for paid advertising. Use when they say 'write ad copy,' 'generate headlines,' 'create ad variations,' 'bulk creative,' 'iterate on ads,' 'ad copy validation,' 'RSA headlines,' 'Meta ad copy,' 'LinkedIn ad,' or 'creative testing.' This is pure creative production \u2014 distinct from paid-ads (campaign strategy). Use ad-creative when you need the copy, not the campaign plan.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/ad-creative",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/ad-creative/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "creative"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/adversarial-reviewer",
      "name": "adversarial-reviewer",
      "description": "Adversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical review of recent changes, before merging a PR, or when you suspect Claude is being too agreeable about code quality. Forces perspective shifts through hostile reviewer personas that catch blind spots the author's mental model shares with the reviewer.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/adversarial-reviewer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/adversarial-reviewer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "adversarial",
        "reviewer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/aeo",
      "name": "aeo",
      "description": "Answer Engine Optimization (AEO) skill \u2014 optimize content to be cited by AI language models (ChatGPT, Perplexity, Claude, Gemini, Mistral) as authoritative sources. Distinct from SEO \u2014 AEO optimizes for citation in LLM-generated responses, not search rankings. Use when planning content for AI-first search audiences, auditing existing content for E-E-A-T signals, tracking which pages get cited by which LLMs, or building a citation-friendly content strategy. Triggers \u2014 'AEO audit', 'optimize for ChatGPT', 'get cited by Perplexity', 'LLM citation strategy', 'answer engine optimization', 'content for AI search', 'E-E-A-T audit'. Output is a markdown audit report (default) or JSON for pipeline integration. Stdlib-only Python tools.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/aeo",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/aeo/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "ci",
        "aeo"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agent-decision-receipts",
      "name": "agent-decision-receipts",
      "description": "Mint a tamper-evident, post-quantum-signed receipt for a consequential agent action (deploy, delete, pay, grant-access, model decision) so it can be verified later from the certificate alone. Use when an autonomous agent takes a side-effecting action that may need to be proven later, or when satisfying EU AI Act Article 12 record-keeping. Three decisions: whether an action needs a receipt, minting it, verifying it. Signing is delegated to the open-source OpenAgentOntology package. Not after-the-fact log analysis; not a hosted notary; not a legal opinion.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-01T02:14:17Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/agent-decision-receipts",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/agent-decision-receipts/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "analysis",
        "agent",
        "decision",
        "receipts"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agent-designer",
      "name": "agent-designer",
      "description": "Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. Examples: 'design an agent architecture for research automation', 'generate Anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. NOT for Claude Code workflow files (use workflow-builder) or single-agent prompt design (use agent-workflow-designer).",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/agent-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/agent-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "design",
        "agent",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agent-harness",
      "name": "agent-harness",
      "description": "Turn any domain folder of skills into a bounded agentic loop: compile a goal into a verifiable task plan, execute tasks with the domain's own tools, verify every task with machine-run checks, retry with caps, escalate to a human when budgets exhaust, and refuse to close until everything is verified or explicitly waived. Use when you want an agent or subagent to pick up a goal and drive it to a verified close across one of this repo's 18 domains ('run this goal through the engineering harness', 'set up an agentic loop for marketing work', 'make the finance domain self-verifying'). NOT for authoring Claude Code Workflow-tool .js scripts (workflow-builder), N-agent tournaments on one task (agenthub), single-file metric optimization (autoresearch-agent), or discovering published loop recipes (loop-library).",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-03T06:10:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agent-harness/skills/agent-harness",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agent-harness/skills/agent-harness/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "agent",
        "harness"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 55,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agent-launcher-orchestrator",
      "name": "agent-launcher-orchestrator",
      "description": "Use when a user wants to build, launch, grade, or schedule a Claude Managed Agent (CMA) in their own Anthropic account \u2014 \"build me an agent\", \"launch this as a managed agent\", \"run this on a schedule\", \"grade my agent against a rubric\", \"set up a nightly worker\". Reads the per-session goal (./my-agent/goal.json), routes deterministically to one of five phase sub-skills (interview \u2192 stage-launch \u2192 grade-iterate \u2192 run-without-you \u2192 wrap-up) via goal_router.py, and compiles the goal+phase into an execution shape (single-pass workflow / bounded grade\u2192iterate loop / recurring cron deployment loop) via loop_compiler.py. Forks context so heavy intake (build sheets, payloads, eval cases) stays out of the parent thread. All launches are emitted as BYOK curl the user runs with their own key; no tool makes API calls. Inspired by anthropics/launch-your-agent (Apache-2.0). Distinct from engineering/agent-harness (generic domain loop) and engineering/write-a-skill (authors Claude Code skills, not CMAs).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T17:29:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "agent-launcher/skills/agent-launcher-orchestrator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/agent-launcher/skills/agent-launcher-orchestrator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "api",
        "agent",
        "launcher",
        "orchestrator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/agent-memory",
      "name": "agent-memory",
      "description": "Use when a project's CLAUDE.md has grown past what anyone reads and you want the agent to learn durable facts from its own sessions instead \u2014 or when asking why the agent keeps re-learning the same correction, why a remembered rule is wrong, or where a memory line came from. Implements a four-tier store (L0 transcripts / L1 candidates / L2 project context / L3 stable persona) where promotion is earned by recurrence across sessions and days, never by one confident statement, and nothing reaches a committed file without a human adopting it.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T18:23:01Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Tencent TencentDB-Agent-Memory's tiering concept rebuilt natively on Claude Code hooks; deterministic recurrence gates, no LLM, no database",
        "distinct_from": "llm-wiki (a vault you write on purpose; this writes itself from sessions); skillopt-sleep (replays tasks to improve a skill; this extracts facts to remember); memory-engineering (audits and prices any memory system; this IS one, and is a legitimate subject of that audit)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agent-memory/skills/agent-memory",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agent-memory/skills/agent-memory/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "agent",
        "memory"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agent-protocol",
      "name": "agent-protocol",
      "description": "Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "agent-orchestration",
        "updated": "2026-03-05",
        "frameworks": "invocation-patterns"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/agent-protocol",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/agent-protocol/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "meeting",
        "agent",
        "protocol"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agent-workflow-designer",
      "name": "agent-workflow-designer",
      "description": "Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls. Use when architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches, or refactoring an LLM workflow that suffers from context bloat or unreliable handoffs.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/agent-workflow-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/agent-workflow-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "agent",
        "workflow",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agenthub",
      "name": "agenthub",
      "description": "Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation. Agents work independently, results are evaluated by metric or LLM judge, and the best branch is merged. Use when: user wants multiple approaches tried in parallel \u2014 code optimization, content variation, research exploration, or any task that benefits from parallel competition. Requires: a git repo.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {
        "version": "2.1.2",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-03-17"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/agenthub",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/agenthub/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "git",
        "pr",
        "merge",
        "agenthub"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/agile-product-owner",
      "name": "agile-product-owner",
      "description": "Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/agile-product-owner/skills/agile-product-owner",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/agile-product-owner/skills/agile-product-owner/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "agile",
        "product",
        "owner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ai-act-readiness",
      "name": "ai-act-readiness",
      "description": "/cs:ai-act-readiness <system> \u2014 EU AI Act 6-question forcing interrogation. Use during AI-system intake, before EU deployment, or during annual compliance refresh as Article 113 obligations phase in (2025-02-02 / 2025-08-02 / 2026-08-02 / 2027-08-02).",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/ai-act-readiness",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/ai-act-readiness/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "art",
        "act",
        "readiness"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ai-security",
      "name": "ai-security",
      "description": "Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent tool abuse. Covers MITRE ATLAS technique mapping, injection signature detection, and adversarial robustness scoring.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/ai-security",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/ai-security/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "security"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/aims-audit",
      "name": "aims-audit",
      "description": "/cs:aims-audit <scope> \u2014 ISO/IEC 42001 AIMS internal-audit 6-question forcing interrogation. Use before certification stage 1, before annual internal audit cycles, or when onboarding a new AI system into an existing AIMS.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/aims-audit",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/aims-audit/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "aims",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/analytics-tracking",
      "name": "analytics-tracking",
      "description": "Set up, audit, and debug analytics tracking implementation \u2014 GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality. Use when building a tracking plan from scratch, auditing existing analytics for gaps or errors, debugging missing events, or setting up GTM. Trigger keywords: GA4 setup, Google Tag Manager, GTM, event tracking, analytics implementation, conversion tracking, tracking plan, event taxonomy, custom dimensions, UTM tracking, analytics audit, missing events, tracking broken. NOT for analyzing marketing campaign data \u2014 use campaign-analytics for that. NOT for BI dashboards \u2014 use product-analytics for in-product event analysis.",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/analytics-tracking",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/analytics-tracking/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "analytics",
        "tracking"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/andreessen",
      "name": "andreessen",
      "description": "Marc Andreessen-mode decision and productivity skill. A blunt, market-first operator that pressure-tests ideas, ventures, features, and career bets through Andreessen's actual frameworks \u2014 market dominates team and product; the only milestone that matters is product/market fit; bias to build over deliberate. Use when the user says 'andreessen', 'pmarca mode', 'should I build this', 'is there a market', 'are we at product/market fit', 'pmf check', 'pressure-test this idea', 'be brutal about this venture', 'market-first take', or wants a no-disclaimers, no-hedging, confidence-leveled verdict on whether something is worth pursuing. Also provides the 3x5-card + Anti-Todo personal productivity routine. Runs on a fixed anti-sycophancy operating prompt: leads with the strongest counterargument, never validates premises, uses explicit confidence levels, never apologizes for disagreeing. Not for polite brainstorming \u2014 this skill exists to tell you the market is dead when it is.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-24T01:44:12Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Persona skill \u2014 verbatim operating prompt + Andreessen canon",
        "inspired_by": "Marc Andreessen (a16z); custom operating prompt supplied by user"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/andreessen/skills/andreessen",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/andreessen/skills/andreessen/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "andreessen"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 95,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/api-design-reviewer",
      "name": "api-design-reviewer",
      "description": "Comprehensive REST API design review with automated linting, breaking-change detection, and design scorecards. Catches inconsistent conventions, missing versioning, and design smells before APIs ship. Use when reviewing a PR that adds or changes API endpoints, auditing an existing API for v2 migration, or establishing API standards for a team.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/api-design-reviewer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/api-design-reviewer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "lint",
        "api",
        "design",
        "reviewer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/api-test-suite-builder",
      "name": "api-test-suite-builder",
      "description": "Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/api-test-suite-builder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/api-test-suite-builder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "test",
        "api",
        "suite",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/app-store-optimization",
      "name": "app-store-optimization",
      "description": "App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.",
      "provider": "nginity",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/app-store-optimization",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/app-store-optimization/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "test",
        "analysis",
        "app",
        "store",
        "optimization"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/apple-hig-expert",
      "name": "apple-hig-expert",
      "description": "Audits and designs iOS/macOS/watchOS/visionOS interfaces against the Apple Human Interface Guidelines, including the Liquid Glass design language (announced WWDC25, shipped with iOS 26/macOS Tahoe, Sept 2025). Use when reviewing an Apple-platform mockup or app for HIG compliance, checking contrast or tap-target sizes, or designing native-feeling Apple UI (e.g., 'audit my iOS app against the HIG', 'is this text readable on Liquid Glass?').",
      "provider": "nginity",
      "category": "mobile",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.1.0",
        "author": "Alireza Rezvani",
        "category": "design",
        "updated": "2026-06-11"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/apple-hig-expert/skills/apple-hig-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/apple-hig-expert/skills/apple-hig-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "design",
        "apple",
        "hig",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ar-resume",
      "name": "ar-resume",
      "description": "Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating. Use when the user runs /ar:ar-resume or asks to pick up a previously started autoresearch experiment.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/autoresearch-agent/skills/ar-resume",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/autoresearch-agent/skills/ar-resume/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "resume"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ar-status",
      "name": "ar-status",
      "description": "Show experiment dashboard with results, active loops, and progress. Use when the user runs /ar:ar-status or asks how an autoresearch experiment is going.",
      "provider": "nginity",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/autoresearch-agent/skills/ar-status",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/autoresearch-agent/skills/ar-status/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "status"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/arquiteto-de-empresa",
      "name": "arquiteto-de-empresa",
      "description": "Company Architect: builds a business from scratch as an OKF (Open Knowledge Format) bundle \u2014 a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md, readable by humans and agents. Guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, few questions per block, and generates the concepts as conformant markdown. Trigger when the user wants to create, structure, or document an entire company in folders and .md files; when they mention build my company from scratch, company as code, company knowledge base for AI to read, company wiki for agents, OKF, or knowledge bundle. In English.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-06T06:43:04Z",
      "metadata": {
        "version": "1.0.0",
        "author": "leoal",
        "category": "c-level",
        "domain": "venture-architecture",
        "updated": "2026-06-19",
        "python-tools": "scaffold_bundle.py, okf_linter.py, index_generator.py",
        "build_pattern": "Persona/interview \u2014 guides through phases and materializes a conformant OKF bundle",
        "language": "en"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/arquiteto-de-empresa/skills/arquiteto-de-empresa",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/arquiteto-de-empresa/skills/arquiteto-de-empresa/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "document",
        "knowledge",
        "wiki",
        "arquiteto",
        "empresa"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/arquiteto-de-empresa",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/arquiteto-de-empresa",
      "name": "arquiteto-de-empresa",
      "description": "Company Architect: builds a business from scratch as an OKF (Open Knowledge Format) bundle \u2014 a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md, readable by humans and agents. Guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, few questions per block, and generates the concepts as conformant markdown. Trigger when the user wants to create, structure, or document an entire company in folders and .md files; when they mention build my company from scratch, company as code, company knowledge base for AI to read, company wiki for agents, OKF, or knowledge bundle. In English.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-06T06:43:04Z",
      "metadata": {
        "version": "1.0.0",
        "author": "leoal",
        "category": "c-level",
        "domain": "venture-architecture",
        "updated": "2026-06-19",
        "python-tools": "scaffold_bundle.py, okf_linter.py, index_generator.py",
        "build_pattern": "Persona/interview \u2014 guides through phases and materializes a conformant OKF bundle",
        "language": "en"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/arquiteto-de-empresa",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/arquiteto-de-empresa/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "document",
        "knowledge",
        "wiki",
        "arquiteto",
        "empresa"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/arquiteto-de-empresa",
      "duplicate_of": "nginity/arquiteto-de-empresa",
      "duplicate_similarity": 0.97,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/arquiteto-de-empresa",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/atlassian-admin",
      "name": "atlassian-admin",
      "description": "Atlassian Administrator for managing and organizing Atlassian products (Jira, Confluence, Bitbucket, Trello), users, permissions, security, integrations, system configuration, and org-wide governance. Use when asked to add users to Jira, change Confluence permissions, configure access control, update admin settings, manage Atlassian groups, set up SSO, install marketplace apps, review security policies, or handle any org-wide Atlassian administration task.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/atlassian-admin",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/atlassian-admin/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "atlassian",
        "admin"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/atlassian-templates",
      "name": "atlassian-templates",
      "description": "Atlassian Template and Files Creator/Modifier expert for creating, modifying, and managing Jira and Confluence templates, blueprints, custom layouts, reusable components, and standardized content structures. Use when building org-wide templates, custom blueprints, page layouts, and automated content generation.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/atlassian-templates",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/atlassian-templates/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "atlassian",
        "templates"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/autoresearch-agent",
      "name": "autoresearch-agent",
      "description": "Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {
        "version": "2.0.0",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-03-13"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/autoresearch-agent/skills/autoresearch-agent",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/autoresearch-agent/skills/autoresearch-agent/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "git",
        "pr",
        "test",
        "autoresearch",
        "agent"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/aws-solution-architect",
      "name": "aws-solution-architect",
      "description": "Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.",
      "provider": "nginity",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/aws-solution-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/aws-solution-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "cd",
        "api",
        "design",
        "art",
        "aws",
        "solution",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/azure-cloud-architect",
      "name": "azure-cloud-architect",
      "description": "Design Azure architectures for startups and enterprises. Use when asked to design Azure infrastructure, create Bicep/ARM templates, optimize Azure costs, set up Azure DevOps pipelines, or migrate to Azure. Covers AKS, App Service, Azure Functions, Cosmos DB, and cost optimization.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/azure-cloud-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/azure-cloud-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "art",
        "azure",
        "cloud",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/behuman",
      "name": "behuman",
      "description": "Use when the user wants more human-like AI responses \u2014 less robotic, less listy, more authentic. Triggers: 'behuman', 'be real', 'like a human', 'more human', 'less AI', 'talk like a person', 'mirror mode', 'stop being so AI', or when conversations are emotionally charged (grief, job loss, relationship advice, fear). NOT for technical questions, code generation, or factual lookups.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/behuman/skills/behuman",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/behuman/skills/behuman/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "behuman"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/board",
      "name": "board",
      "description": "Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/board",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/board/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "board"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/board-deck-builder",
      "name": "board-deck-builder",
      "description": "Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives. Covers structure, narrative framework, bad news delivery, and common mistakes.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "board-governance",
        "updated": "2026-03-05",
        "frameworks": "deck-frameworks, board-deck-template"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/board-deck-builder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/board-deck-builder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "meeting",
        "board",
        "deck",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/board-meeting",
      "name": "board-meeting",
      "description": "Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. Use when the user invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "board-protocol",
        "updated": "2026-03-05",
        "frameworks": "6-phase-board, two-layer-memory, independent-contributions"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/board-meeting",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/board-meeting/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "extract",
        "analysis",
        "meeting",
        "board"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/board-prep",
      "name": "board-prep",
      "description": "Board meeting preparation for the adversarial scenario, not the friendly one. Forces numbers-cold mastery, anticipates hard questions, builds a narrative that acknowledges weakness without losing the room. Use when preparing for a board meeting, an investor update, fundraising presentation, or any high-stakes adversarial review where every number must live in your head not just on a slide.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/executive-mentor/skills/board-prep",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/executive-mentor/skills/board-prep/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "meeting",
        "knowledge",
        "board",
        "prep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/boardroom",
      "name": "boardroom",
      "description": "/cs:boardroom <brief> \u2014 6-phase multi-role deliberation across the C-suite with Phase 2 isolation, critic pre-screen, and synthesis. Outputs a board memo. Use when a decision spans multiple executive domains \u2014 e.g. a pricing change touching finance, positioning, and product, or a raise-vs-cut runway call.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/boardroom",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/boardroom/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "boardroom"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/book-to-skill",
      "name": "book-to-skill",
      "description": "Converts books, documentation folders, and source collections (PDF, EPUB, DOCX, HTML, Markdown, RST, AsciiDoc, RTF, MOBI/AZW) into structured agent skills \u2014 extracting named frameworks, principles, techniques, and anti-patterns into a master SKILL.md plus on-demand chapter files, a glossary, a patterns file, and a decision cheatsheet. Use when the user wants to study a document with an agent, apply an author's frameworks while working, turn internal docs or standards into a reusable knowledge base, or package a compiled book skill as a claude-skills plugin.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-05T08:07:42Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-08-05"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/book-to-skill/skills/book-to-skill",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/book-to-skill/skills/book-to-skill/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pdf",
        "docx",
        "pr",
        "ci",
        "document",
        "extract",
        "convert",
        "knowledge",
        "book",
        "skill"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 22,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/boost-asio-pro",
      "name": "boost-asio-pro",
      "description": "Use when writing or reviewing asynchronous C++ networking code with Boost.Asio or standalone Asio \u2014 TCP/UDP servers and clients, SSL/TLS, timers, strands, io_context, co_spawn, awaitable, async_read/async_write, asio::spawn, yield_context, or pre-C++20 completion-handler callbacks.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-18T14:50:46Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/boost-asio-pro",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/boost-asio-pro/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "boost",
        "asio",
        "pro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 9,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/brand-guidelines",
      "name": "brand-guidelines",
      "description": "When the user wants to apply, document, or enforce brand guidelines for any product or company. Also use when the user mentions 'brand guidelines,' 'brand colors,' 'typography,' 'logo usage,' 'brand voice,' 'visual identity,' 'tone of voice,' 'brand standards,' 'style guide,' 'brand consistency,' or 'company design standards.' Covers color systems, typography, logo rules, imagery guidelines, and tone matrix for any brand \u2014 including Anthropic's official identity.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/brand-guidelines",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/brand-guidelines/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "brand",
        "visual",
        "document",
        "guidelines"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/brief",
      "name": "brief",
      "description": "/cs:brief <topic> \u2014 Generate a one-page strategy brief from an office-hours intake. First step in the strategic sprint pipeline. Use when a strategic question needs to be framed before boardroom deliberation \u2014 e.g. locking options, assumptions, and success criteria for a pricing change or a market-entry decision.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/brief",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/brief/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "brief"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/browser-automation",
      "name": "browser-automation",
      "description": "Use when the user asks to automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured data from web pages, or build web automation workflows. NOT for testing \u2014 use playwright-pro for that.",
      "provider": "nginity",
      "category": "web",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/browser-automation",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/browser-automation/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "extract",
        "browser",
        "automation"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/browserstack",
      "name": "browserstack",
      "description": "Run tests on BrowserStack. Use when user mentions \"browserstack\", \"cross-browser\", \"cloud testing\", \"browser matrix\", \"test on safari\", \"test on firefox\", or \"browser compatibility\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T18:40:19Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/browserstack",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/browserstack/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "browserstack"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/business-growth-skills",
      "name": "business-growth-skills",
      "description": "Router/index for the 4 business & growth skills bundled in this plugin: customer-success-manager (health scoring, churn risk, expansion), sales-engineer (RFP analysis, competitive matrices, PoC planning), revenue-operations (pipeline, forecast accuracy, GTM efficiency), and contract-and-proposal-writer. Use when a growth/revenue request doesn't obviously match one skill and you need to pick the right one (e.g., 'which accounts are at risk', 'should we bid on this RFP').",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-growth/skills/business-growth-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-growth/skills/business-growth-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "business",
        "growth",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/business-investment-advisor",
      "name": "business-investment-advisor",
      "description": "Business investment analysis and capital allocation advisor. Use when evaluating whether to invest in equipment, real estate, a new business, hiring, technology, or any capital expenditure. Also use for ROI calculations, IRR, NPV, payback period, build vs buy decisions, lease vs buy analysis, vendor evaluation, or deciding where to allocate limited budget for maximum return.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "finance/business-investment-advisor/skills/business-investment-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/finance/business-investment-advisor/skills/business-investment-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "api",
        "analysis",
        "business",
        "investment",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/business-name-fit",
      "name": "business-name-fit",
      "description": "Suggest, pick, or vet a business, startup, or product name that stays true to the founder's cultural origin while working professionally in the markets they want to sell into. Use when someone is naming a company, brand, or product and cares about how it lands across languages and regions \u2014 for example a name that sounds right at home but might read oddly to English speakers, or an authentic name they want to check before committing. Trigger this for any request about choosing a business name, checking if a name \"works\" abroad, spotting bad meanings in other languages, or making a name sound trustworthy in a specific market \u2014 even if the person doesn't say the word \"skill\".",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T09:01:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/business-name-fit",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/business-name-fit/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "brand",
        "business",
        "name",
        "fit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/business-operations-skills",
      "name": "business-operations-skills",
      "description": "Use when running, diagnosing, or designing internal business operations \u2014 process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring, procurement spend. Triggers on \"BizOps review\", \"where's the bottleneck\", \"vendor health\", \"internal SOP\", \"all-hands deck\", \"spend categorization\", \"capacity for Q3\", \"process mapping\". Forks context to route to one of six BizOps sub-skills (process-mapper, vendor-management, capacity-planner, internal-comms, knowledge-ops, procurement-optimizer) and returns a digest. Distinct from business-growth (external sales motion) and c-level-advisor (strategic, not operational).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-19T03:36:04Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-operations/skills/business-operations-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-operations/skills/business-operations-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "document",
        "knowledge",
        "business",
        "operations",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 100,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/c-level-agents",
      "name": "c-level-agents",
      "description": "Founder-mode executive team. 13 cs-* C-suite agents (CFO, CMO, CRO, CPO, COO, CHRO, CISO, GC, CDO, CAIO, CCO, VPE, Chief of Staff) and 21 /cs:* slash commands for forcing-question office hours, multi-role boardroom deliberation, strategic sprint pipeline, and meta routing. Use when the founder needs a virtual executive team, when invoking /cs:* commands, or when orchestrating multi-role decisions.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "executive-orchestration",
        "updated": "2026-05-12",
        "agents": "cs-cfo-advisor, cs-cmo-advisor, cs-cro-advisor, cs-cpo-advisor, cs-coo-advisor, cs-chro-advisor, cs-ciso-advisor, cs-general-counsel-advisor, cs-cdo-advisor, cs-caio-advisor, cs-cco-advisor, cs-vpe-advisor, cs-chief-of-staff",
        "commands": "cs-office-hours, cs-cfo-review, cs-cmo-review, cs-cpo-review, cs-cro-review, cs-cto-review, cs-ciso-review, cs-gc-review, cs-cdo-review, cs-caio-review, cs-cco-review, cs-vpe-review, cs-brief, cs-boardroom, cs-decide, cs-execute, cs-post-mortem, cs-founder-mode, cs-onboard, cs-cross-eval, cs-freeze"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/c-level-agents",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/c-level-agents/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "level",
        "agents"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/c-level-skills",
      "name": "c-level-skills",
      "description": "Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and culture. Use when exploring what the c-level-advisor bundle contains, deciding which advisor skill fits a question, or finding the entry points (cs-onboard interview, chief-of-staff routing, board-meeting protocol).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "version": "2.1.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "executive-advisory",
        "updated": "2026-06-11",
        "skills_count": 33,
        "scripts_count": 37,
        "references_count": 68
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/c-level-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/c-level-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "meeting",
        "level",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/caio-review",
      "name": "caio-review",
      "description": "/cs:caio-review <plan> \u2014 Eval-demanding Chief AI Officer interrogation of any plan that involves AI: model selection, risk classification, cost economics, or AI hiring. Use when shipping an AI feature without an eval set, choosing between API, fine-tune, and self-hosted, or classifying a use case under the EU AI Act.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/caio-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/caio-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "api",
        "caio",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/campaign-analytics",
      "name": "campaign-analytics",
      "description": "Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and campaign metrics across channels.",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "domain": "campaign-analytics",
        "updated": "2026-02-06",
        "python-tools": "attribution_analyzer.py, funnel_analyzer.py, campaign_roi_calculator.py",
        "tech-stack": "marketing-analytics, attribution-modeling"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/campaign-analytics",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/campaign-analytics/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "analysis",
        "campaign",
        "analytics"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/capa-officer",
      "name": "capa-officer",
      "description": "CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use when running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T15:59:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/capa-officer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/capa-officer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "capa",
        "officer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/capacity-planner",
      "name": "capacity-planner",
      "description": "Use when an ops leader (Director of CX, Head of Support, VP Ops, Head of BizOps, Head of IT ops, Head of Finance ops) is sizing ops capacity, building a headcount plan, modeling utilization risk, planning Q3 capacity or annual support capacity, or designing CS coverage \u2014 and needs Erlang-C queueing math, P90 demand sizing, shrinkage-adjusted FTE, manager-trigger thresholds, and a quarterly hiring sequence with ramp + attrition. Apply when sustained team utilization is above 80% or when the team is growing >50% in 12 months. Run before committing the headcount budget. This is NOT engineering capacity (see vpe-advisor for DORA + cycle time) and NOT strategic 3-year workforce planning (see chro-advisor).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-operations/skills/capacity-planner",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-operations/skills/capacity-planner/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "design",
        "art",
        "capacity",
        "planner"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/capture",
      "name": "capture",
      "description": "Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. Use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch of thoughts', 'here's everything on my mind', 'idea dump', 'let me get this out of my head', 'I need to organize my thoughts', 'here's what I'm thinking', or any variation where someone is unloading a messy stream of ideas, tasks, thoughts, and plans wanting them turned into something coherent. Also trigger when the user pastes or dictates a long, unstructured block of mixed ideas \u2014 even without the exact phrase \u2014 the intent is the same. Fast-to-action by design: no upfront intake. Output is four sections (Projects/Ideas, Tasks, Connections, How I Can Help) ending with a directive question. Asks at most one mid-organization clarifying question when a single item is genuinely ambiguous between task and project.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/05-capture-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/capture/skills/capture",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/capture/skills/capture/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "capture"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/caveman",
      "name": "caveman",
      "description": "Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user says \"caveman mode\", \"talk like caveman\", \"use caveman\", \"less tokens\", \"be brief\", or invokes /caveman.\n",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-13T21:54:09Z",
      "metadata": {
        "derived_from": "https://github.com/mattpocock/skills/tree/main/skills/productivity/caveman",
        "original_author": "Matt Pocock (@mattpocock)",
        "original_license": "MIT",
        "voice": "Matt Pocock \u2014 terse, fragment-OK, no filler",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/caveman/skills/caveman",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/caveman/skills/caveman/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "caveman"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cco-review",
      "name": "cco-review",
      "description": "/cs:cco-review <plan> \u2014 Retention-obsessed Chief Customer Officer interrogation of any plan that touches customer retention, segmentation, CS team sizing, or CS team hiring. Use when gross retention is slipping, before approving CSM headcount, or when deciding which customer segments to keep or fire.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cco-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cco-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cco",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cdo-review",
      "name": "cdo-review",
      "description": "/cs:cdo-review <plan> \u2014 Decision-driven Chief Data Officer interrogation of any plan that touches training data, data architecture, data productization, or data team hiring. Use when validating training-data rights before model work, choosing warehouse vs lakehouse vs mesh, or valuing data assets for productization or M&A.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cdo-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cdo-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "cdo",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ceo-advisor",
      "name": "ceo-advisor",
      "description": "Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, fundraising, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "2.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "ceo-leadership",
        "updated": "2026-03-05",
        "python-tools": "strategy_analyzer.py, financial_scenario_analyzer.py",
        "frameworks": "executive-decisions, board-governance, leadership-culture"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/ceo-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/ceo-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "meeting",
        "ceo",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cfo-advisor",
      "name": "cfo-advisor",
      "description": "Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packages. Use when building financial models, analyzing unit economics, planning fundraising, managing cash runway, preparing board materials, or when user mentions CFO, burn rate, runway, fundraising, unit economics, LTV, CAC, term sheets, or financial strategy.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "cfo-leadership",
        "updated": "2026-03-05",
        "python-tools": "burn_rate_calculator.py, unit_economics_analyzer.py, fundraising_model.py",
        "frameworks": "financial-planning, fundraising-playbook, cash-management"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/cfo-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/cfo-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "cfo",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cfo-review",
      "name": "cfo-review",
      "description": "/cs:cfo-review <plan> \u2014 Numerate-skeptic interrogation of any plan that touches money. Unit economics, runway, dilution, capital allocation. Use when a plan commits meaningful spend \u2014 e.g. a hiring wave, a fundraise decision, or a new channel budget.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cfo-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cfo-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "api",
        "cfo",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/challenge",
      "name": "challenge",
      "description": "Pre-mortem plan analysis. Imagine the plan failed 12 months from now and work backwards to find the weaknesses. Surfaces assumptions, dependencies, and execution risks before committing resources. Use when before significant resource commitment, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/executive-mentor/skills/challenge",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/executive-mentor/skills/challenge/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "challenge"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/change-management",
      "name": "change-management",
      "description": "Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns, and change fatigue management. Handles process changes, org restructures, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, or when user mentions change management, change rollout, managing resistance, org change, reorg, or pivot communication.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "change-management",
        "updated": "2026-03-05",
        "frameworks": "change-playbook"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/change-management",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/change-management/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "change",
        "management"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/changelog-generator",
      "name": "changelog-generator",
      "description": "Produce consistent, auditable release notes from Conventional Commits. Separates commit parsing, semantic-bump logic, and changelog rendering for automated releases with editorial control. Use when cutting a release, generating CHANGELOG.md from git history, computing the next semantic version from commits, automating release notes in CI, or planning a hotfix/rollback. Examples: 'generate the changelog for v1.4.0', 'what version bump do these commits require', 'we need an emergency hotfix process'.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/changelog-generator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/changelog-generator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "git",
        "pr",
        "ci",
        "merge",
        "changelog",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/channel-economics",
      "name": "channel-economics",
      "description": "Use when reviewing or rebalancing direct vs. partner-led channel economics \u2014 computing fully-loaded cost-to-serve per channel, channel ROI with cash / LTV / marginal lenses, and optimal channel mix subject to constraints. For Head of Commercial, RevOps, and VP Sales doing quarterly channel review when pipeline is mixed (e.g., 60% direct + 40% partner-led) and nobody actually knows which channel makes money after CAC, support load, partner discount, deal-velocity differences, retention differential, and overhead allocation are all loaded in. Outputs cost to serve, channel ROI verdicts (DOUBLE-DOWN / MAINTAIN / DEFUND / EXIT), a sensitivity-tested channel-mix recommendation, and the diminishing-returns inflection (e.g., 'which channel actually makes money \u2014 direct or partner?').",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/channel-economics",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/channel-economics/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "test",
        "art",
        "channel",
        "economics"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/chaos-engineering",
      "name": "chaos-engineering",
      "description": "Use when planning, running, or learning from chaos engineering experiments. Triggers on \"chaos experiment\", \"fault injection\", \"gameday\", \"resilience test\", \"blast radius\", \"steady state\", \"abort criteria\", \"Chaos Toolkit\", \"Chaos Mesh\", \"Litmus\", \"Gremlin\", \"AWS FIS\", or any deliberate failure-injection question. Ships experiment designer, blast-radius calculator, and postmortem generator (all stdlib Python), 4 references on chaos principles + experiment design + attack taxonomy + tooling landscape, and a /chaos-experiment slash command. Composes with feature-flags-architect (kill switches as abort triggers) and kubernetes-operator (common chaos targets).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/chaos-engineering/skills/chaos-engineering",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/chaos-engineering/skills/chaos-engineering/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "design",
        "chaos",
        "engineering"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chaos-engineering",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/chaos-engineering",
      "name": "chaos-engineering",
      "description": "Use when planning, running, or learning from chaos engineering experiments. Triggers on \"chaos experiment\", \"fault injection\", \"gameday\", \"resilience test\", \"blast radius\", \"steady state\", \"abort criteria\", \"Chaos Toolkit\", \"Chaos Mesh\", \"Litmus\", \"Gremlin\", \"AWS FIS\", or any deliberate failure-injection question. Ships experiment designer, blast-radius calculator, and postmortem generator (all stdlib Python), 4 references on chaos principles + experiment design + attack taxonomy + tooling landscape, and a /chaos-experiment slash command. Composes with feature-flags-architect (kill switches as abort triggers) and kubernetes-operator (common chaos targets).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/chaos-engineering",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/chaos-engineering/SKILL.md",
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      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "design",
        "chaos",
        "engineering"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/chaos-engineering",
      "duplicate_of": "nginity/chaos-engineering",
      "duplicate_similarity": 0.97,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chaos-engineering",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/chief-ai-officer-advisor",
      "name": "chief-ai-officer-advisor",
      "description": "Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI Act + US state patchwork, AI cost economics (API-to-self-hosted breakeven), and AI team org evolution. Use when deciding whether to call an API or fine-tune, classifying AI use cases for regulatory risk, calculating when self-hosting pays off, sequencing AI hires, or when user mentions CAIO, AI strategy, model selection, foundation model, fine-tuning, EU AI Act, NIST AI RMF, AI governance, model risk, or AI economics. Strategic only \u2014 does not duplicate engineering AI/ML skills.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "chief-ai-officer-leadership",
        "updated": "2026-05-12",
        "python-tools": "model_buildvsbuy_calculator.py, ai_risk_classifier.py, ai_cost_economics.py",
        "frameworks": "model-buildvsbuy, ai-risk-governance, ai-economics, ai-team-org"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/chief-ai-officer-advisor/skills/chief-ai-officer-advisor",
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        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "api",
        "art",
        "chief",
        "officer",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chief-ai-officer-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/chief-ai-officer-advisor",
      "name": "chief-ai-officer-advisor",
      "description": "Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI Act + US state patchwork, AI cost economics (API-to-self-hosted breakeven), and AI team org evolution. Use when deciding whether to call an API or fine-tune, classifying AI use cases for regulatory risk, calculating when self-hosting pays off, sequencing AI hires, or when user mentions CAIO, AI strategy, model selection, foundation model, fine-tuning, EU AI Act, NIST AI RMF, AI governance, model risk, or AI economics. Strategic only \u2014 does not duplicate engineering AI/ML skills.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "chief-ai-officer-leadership",
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        "python-tools": "model_buildvsbuy_calculator.py, ai_risk_classifier.py, ai_cost_economics.py",
        "frameworks": "model-buildvsbuy, ai-risk-governance, ai-economics, ai-team-org"
      },
      "source": {
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        "path": "c-level-advisor/skills/chief-ai-officer-advisor",
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      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "api",
        "art",
        "chief",
        "officer",
        "advisor"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/chief-ai-officer-advisor",
      "duplicate_of": "nginity/chief-ai-officer-advisor",
      "duplicate_similarity": 0.97,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chief-ai-officer-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/chief-customer-officer-advisor",
      "name": "chief-customer-officer-advisor",
      "description": "Chief Customer Officer advisory for startups: retention decomposition (gross retention vs NRR honesty, churn root-cause taxonomy), customer segmentation strategy (differential investment across tiers + ICP fit scoring), CS team coverage model (pooled vs named CSM thresholds + ratio math), and CS team org evolution (CS vs Support vs AM distinctions). Use when designing retention strategy, segmenting customers for differential investment, sizing CS team, or sequencing CS hires. Strategic only \u2014 does not duplicate engineering/business-growth tactical skills.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "chief-customer-officer-leadership",
        "updated": "2026-05-13",
        "python-tools": "retention_decomposition_analyzer.py, customer_segmentation_designer.py, cs_coverage_calculator.py",
        "frameworks": "retention-decomposition, customer-segmentation, cs-coverage-model, cs-team-org"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/chief-customer-officer-advisor/skills/chief-customer-officer-advisor",
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      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "design",
        "art",
        "chief",
        "customer",
        "officer",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chief-customer-officer-advisor",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/chief-customer-officer-advisor",
      "name": "chief-customer-officer-advisor",
      "description": "Chief Customer Officer advisory for startups: retention decomposition (gross retention vs NRR honesty, churn root-cause taxonomy), customer segmentation strategy (differential investment across tiers + ICP fit scoring), CS team coverage model (pooled vs named CSM thresholds + ratio math), and CS team org evolution (CS vs Support vs AM distinctions). Use when designing retention strategy, segmenting customers for differential investment, sizing CS team, or sequencing CS hires. Strategic only \u2014 does not duplicate engineering/business-growth tactical skills.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
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        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "chief-customer-officer-leadership",
        "updated": "2026-05-13",
        "python-tools": "retention_decomposition_analyzer.py, customer_segmentation_designer.py, cs_coverage_calculator.py",
        "frameworks": "retention-decomposition, customer-segmentation, cs-coverage-model, cs-team-org"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/chief-customer-officer-advisor",
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      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "design",
        "art",
        "chief",
        "customer",
        "officer",
        "advisor"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/chief-customer-officer-advisor",
      "duplicate_of": "nginity/chief-customer-officer-advisor",
      "duplicate_similarity": 0.96,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chief-customer-officer-advisor",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/chief-data-officer-advisor",
      "name": "chief-data-officer-advisor",
      "description": "Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation and M&A readiness, data team org evolution. Use when deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or M&A, sequencing data hires, or when user mentions CDO, chief data officer, data strategy, data mesh, lakehouse, training data, data product, data monetization, or customer data asset. NOT a tactical data engineering skill \u2014 strategic decisions only.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "chief-data-officer-leadership",
        "updated": "2026-05-12",
        "python-tools": "ai_training_data_audit.py, data_product_strategy_picker.py, data_asset_valuator.py",
        "frameworks": "training-data-rights-matrix, data-product-strategy, customer-data-as-asset, data-team-org-evolution"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/chief-data-officer-advisor/skills/chief-data-officer-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/chief-data-officer-advisor/skills/chief-data-officer-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "art",
        "chief",
        "data",
        "officer",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chief-data-officer-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/chief-data-officer-advisor",
      "name": "chief-data-officer-advisor",
      "description": "Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation and M&A readiness, data team org evolution. Use when deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or M&A, sequencing data hires, or when user mentions CDO, chief data officer, data strategy, data mesh, lakehouse, training data, data product, data monetization, or customer data asset. NOT a tactical data engineering skill \u2014 strategic decisions only.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "chief-data-officer-leadership",
        "updated": "2026-05-12",
        "python-tools": "ai_training_data_audit.py, data_product_strategy_picker.py, data_asset_valuator.py",
        "frameworks": "training-data-rights-matrix, data-product-strategy, customer-data-as-asset, data-team-org-evolution"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/chief-data-officer-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/chief-data-officer-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "art",
        "chief",
        "data",
        "officer",
        "advisor"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/chief-data-officer-advisor",
      "duplicate_of": "nginity/chief-data-officer-advisor",
      "duplicate_similarity": 0.97,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/chief-data-officer-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/chief-of-staff",
      "name": "chief-of-staff",
      "description": "C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, and tracks decisions. Every C-suite interaction starts here. Loads company context automatically. Use when a founder question needs routing to the right advisor \u2014 e.g. 'should we raise now or cut burn?' \u2014 or when a multi-domain decision needs a board meeting convened.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "orchestration",
        "updated": "2026-03-05",
        "frameworks": "routing-matrix, synthesis-framework, decision-log, board-protocol"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/chief-of-staff",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/chief-of-staff/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "art",
        "meeting",
        "chief",
        "staff"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/chro-advisor",
      "name": "chro-advisor",
      "description": "People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention. Use when building hiring plans, designing comp frameworks, restructuring teams, managing performance, building culture, or when user mentions CHRO, HR, people strategy, talent, headcount, compensation, org design, retention, or performance management.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "chro-leadership",
        "updated": "2026-03-05",
        "python-tools": "hiring_plan_modeler.py, comp_benchmarker.py",
        "frameworks": "people-strategy, comp-frameworks, org-design"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/chro-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/chro-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "chro",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/churn-prevention",
      "name": "churn-prevention",
      "description": "Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences. Use when designing or optimizing a cancel flow, building save offers, setting up dunning emails, or reducing failed-payment churn. Trigger keywords: cancel flow, churn reduction, save offers, dunning, exit survey, payment recovery, win-back, involuntary churn, failed payments, cancel page. NOT for customer health scoring or expansion revenue \u2014 use customer-success-manager for that.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/churn-prevention",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/churn-prevention/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "email",
        "churn",
        "prevention"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ci-cd-pipeline-builder",
      "name": "ci-cd-pipeline-builder",
      "description": "Generate pragmatic CI/CD pipelines from detected project stack signals \u2014 fast baseline generation, repeatable checks, environment-aware deployment stages. Use when setting up CI for a new project, refactoring existing pipelines, or standardizing deployment workflows across multiple repos.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T18:18:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/ci-cd-pipeline-builder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/ci-cd-pipeline-builder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "pipeline",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 76,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ciso-advisor",
      "name": "ciso-advisor",
      "description": "Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response leadership, and board-level security reporting. Use when building security programs, justifying security budget, selecting compliance frameworks, managing incidents, assessing vendor risk, or when user mentions CISO, security strategy, compliance roadmap, zero trust, or board security reporting.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "ciso-leadership",
        "updated": "2026-03-05",
        "python-tools": "risk_quantifier.py, compliance_tracker.py",
        "frameworks": "risk-based-security, zero-trust, defense-in-depth"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/ciso-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/ciso-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "ciso",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ciso-review",
      "name": "ciso-review",
      "description": "/cs:ciso-review <plan> \u2014 Risk-paranoid interrogation of any plan that touches data, compliance, or production access. Use when launching features that handle customer data, before a SOC 2 / ISO audit, or after any incident or near-miss.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/ciso-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/ciso-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "ciso",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/claude-coach",
      "name": "claude-coach",
      "description": "Personal coach that teaches users to become Claude power users. Use this skill the FIRST time a user asks to \"learn Claude\", \"be a power user\", \"coach me\", \"teach me Claude tricks\", \"what can Claude do\", \"make me better at prompting\", or any variation. After activation, also use it on EVERY subsequent turn to detect missed optimization opportunities (vague prompts, ignored capabilities, manual work Claude could automate) and surface a single power-user tip. Trigger generously \u2014 most users do not know what they do not know, so err on the side of coaching.",
      "provider": "nginity",
      "category": "other",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/claude-coach/skills/claude-coach",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/claude-coach/skills/claude-coach/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "claude",
        "coach"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/clinical-research",
      "name": "clinical-research",
      "description": "Use when designing a prospective clinical study before submission \u2014 selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging), estimating sample size and power for two-arm designs (means / proportions / survival), or scoring a study plan for feasibility and a GO / GO-WITH-CONDITIONS / REDESIGN / NO-GO phase-gate decision. Every output is an ESTIMATE plus a named human owner (clinician / biostatistician / regulatory owner) \u2014 never clinical fact, never a finished protocol. Distinct from ra-qm-team, which handles the regulatory/QM submission (ISO 13485, EU MDR, FDA 510(k)/PMA/QSR), not the study design.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T00:54:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research-ops/skills/clinical-research",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research-ops/skills/clinical-research/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "cli",
        "design",
        "clinical",
        "research"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cloud-security",
      "name": "cloud-security",
      "description": "Use when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3 public exposure, open security group rules, or IaC security gaps. Covers AWS, Azure, and GCP posture assessment with MITRE ATT&CK mapping.",
      "provider": "nginity",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/cloud-security",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/cloud-security/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cloud",
        "security"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cmo-advisor",
      "name": "cmo-advisor",
      "description": "Marketing leadership for scaling companies. Brand positioning, growth model design, marketing budget allocation, and marketing org design. Use when designing brand strategy, selecting growth models (PLG vs sales-led vs community-led), allocating marketing budgets, building marketing teams, or when user mentions CMO, brand strategy, growth model, CAC, LTV, channel mix, or marketing ROI.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "cmo-leadership",
        "updated": "2026-03-05",
        "python-tools": "marketing_budget_modeler.py, growth_model_simulator.py",
        "frameworks": "brand-positioning, growth-frameworks, marketing-org"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/cmo-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/cmo-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "brand",
        "cmo",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cmo-review",
      "name": "cmo-review",
      "description": "/cs:cmo-review <plan> \u2014 Narrative-first interrogation of positioning, ICP, message house, and channel mix. Use when launching a campaign or repositioning, or when CAC is rising and the one-sentence positioning test fails.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cmo-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cmo-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "cmo",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/code-reviewer",
      "name": "code-reviewer",
      "description": "Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.",
      "provider": "nginity",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-28T14:27:26Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/code-reviewer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/code-reviewer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "code",
        "reviewer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 91,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/code-to-prd",
      "name": "code-to-prd",
      "description": "Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for engineers or AI agents to fully reconstruct every page and endpoint. Works with frontend frameworks (React, Vue, Angular, Svelte, Next.js, Nuxt), backend frameworks (NestJS, Django, Express, FastAPI), and fullstack applications. Use when users mention: generate PRD, reverse-engineer requirements, code to documentation, extract product specs from code, document page logic, analyze page fields and interactions, create a functional inventory, write requirements from an existing codebase, document API endpoints, or analyze backend routes.",
      "provider": "nginity",
      "category": "web",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "updated": "2026-03-17",
        "tier": "STANDARD",
        "category": "product",
        "dependencies": "none",
        "author": "Alireza Rezvani",
        "version": "2.1.2"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/code-to-prd/skills/code-to-prd",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/code-to-prd/skills/code-to-prd/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "api",
        "document",
        "extract",
        "code",
        "prd"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/code-tour",
      "name": "code-tour",
      "description": "Use when the user asks to create a CodeTour .tour file \u2014 persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: create a tour, onboarding tour, architecture tour, PR review tour, explain how X works, vibe check, RCA tour, contributor guide, or any structured code walkthrough request.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/code-tour/skills/code-tour",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/code-tour/skills/code-tour/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "code",
        "tour"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "github/code-tour",
          "provider": "github",
          "similarity": 0.61
        }
      ]
    },
    {
      "id": "nginity/codebase-onboarding",
      "name": "codebase-onboarding",
      "description": "Analyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors. Fast fact-gathering and repeatable onboarding outputs. Use when onboarding a new engineer, writing architecture-overview docs for a new project, or producing tech-lead briefings for unfamiliar repos.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T04:52:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/codebase-onboarding",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/codebase-onboarding/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "codebase",
        "onboarding"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cold-email",
      "name": "cold-email",
      "description": "When the user wants to write, improve, or build a sequence of B2B cold outreach emails to prospects who haven't asked to hear from them. Use when the user mentions 'cold email,' 'cold outreach,' 'prospecting emails,' 'SDR emails,' 'sales emails,' 'first touch email,' 'follow-up sequence,' or 'email prospecting.' Also use when they share an email draft that sounds too sales-y and needs to be humanized. Distinct from email-sequence (lifecycle/nurture to opted-in subscribers) \u2014 this is unsolicited outreach to new prospects. NOT for lifecycle emails, newsletters, or drip campaigns (use email-sequence).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/cold-email",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/cold-email/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "email",
        "cold"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/collab-proof",
      "name": "collab-proof",
      "description": "Use when you want to understand what Claude contributed vs what you drove in a session. Triggers on: /collab-proof, session retrospective, ai contribution analysis, collaboration evidence, what did claude do.",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-07T03:22:08Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/collab-proof/skills/collab-proof",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/collab-proof/skills/collab-proof/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "collab",
        "proof"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 81,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/commercial-forecaster",
      "name": "commercial-forecaster",
      "description": "Use when building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection, or commit/best-case/pipe-only board number \u2014 especially when the CRO needs to walk the board through funnel math + cohort ARR + per-stage conversion assumptions without the theatre of a single undefended number. Decomposes pipeline into commit, best-case, and pipe-only tiers; projects cohort-level NRR/GRR to surface leaky cohorts before they show up in the consolidated number; scores per-stage funnel confidence so soft-floor stages get treated differently from high-confidence ones. Every output explicitly names the conversion rate used, the data window, and the weighting choice. For Head of Commercial, RevOps, VP Sales, and CRO at quarterly forecast or board prep. NOT financial close (see finance/financial-analysis). NOT strategic CRO hiring/territory (see c-level-advisor/cro-advisor). NOT pricing (see sibling pricing-strategist).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-19T04:03:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/commercial-forecaster",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/commercial-forecaster/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "analysis",
        "commercial",
        "forecaster"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 100,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/commercial-policy",
      "name": "commercial-policy",
      "description": "Use when designing or revising a company's commercial policy \u2014 the rules of engagement governing discounts off list price, approver thresholds, exception flows, and the deal framework that Deal Desk and AEs operate under. Covers discount matrix design (ARR band x term length x payment terms x strategic value), commercial policy design, exception policy, discount governance, approval thresholds, deal framework structure, and policy linting (contradictions, gaps, cliff edges, gaming surfaces). For Head of Commercial, Head of Deal Desk, VP Sales, or RevOps at the policy-design moment \u2014 NOT per-deal application (that is deal-desk) and NOT pricing model selection (that is pricing-strategist).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-19T04:03:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/commercial-policy",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/commercial-policy/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "lint",
        "cli",
        "design",
        "commercial",
        "policy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 100,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/commercial-skills",
      "name": "commercial-skills",
      "description": "Use when reviewing, approving, or designing commercial motion \u2014 pricing models, deal review, discount approval, partnership economics, channel mix, commercial policy, RFP/RFI response, bookings forecast. Triggers on \"review this deal\", \"should we discount\", \"pricing model\", \"partner economics\", \"RFP response\", \"bookings forecast\", \"channel mix\". Forks context to route to one of seven Commercial sub-skills (pricing-strategist, deal-desk, partnerships-architect, channel-economics, commercial-policy, rfp-responder, commercial-forecaster) and returns a digest. Distinct from business-growth (sales execution) and c-level-advisor/cro-advisor (strategic CRO judgment).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-19T03:36:04Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/commercial-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/commercial-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "art",
        "commercial",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 100,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/company-os",
      "name": "company-os",
      "description": "The meta-framework for how a company runs \u2014 the connective tissue between all C-suite roles. Covers operating system selection (EOS, Scaling Up, OKR-native, hybrid), accountability charts, scorecards, meeting pulse, issue resolution, and 90-day rocks. Use when setting up company operations, selecting a management framework, designing meeting rhythms, building accountability systems, implementing OKRs, or when user mentions EOS, Scaling Up, operating system, L10 meetings, rocks, scorecard, accountability chart, or quarterly planning.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "company-operations",
        "updated": "2026-03-05",
        "frameworks": "os-comparison, implementation-guide"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/company-os",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/company-os/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "art",
        "meeting",
        "company"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/competitive-intel",
      "name": "competitive-intel",
      "description": "Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Use when analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives, or when user mentions competitive intelligence, competitive analysis, competitor research, battlecards, win/loss, or market positioning.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "competitive-strategy",
        "updated": "2026-03-05",
        "frameworks": "ci-playbook, battlecard-template"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/competitive-intel",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/competitive-intel/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "analysis",
        "competitive",
        "intel"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/competitive-teardown",
      "name": "competitive-teardown",
      "description": "Analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, SEO signals, and social media into structured competitive intelligence. Produces feature comparison matrices scored across 12 dimensions, SWOT analyses, positioning maps, UX audits, pricing model breakdowns, action item roadmaps, and stakeholder presentation templates. Use when conducting competitor analysis, comparing products against competitors, researching the competitive landscape, building battle cards for sales, preparing for a product strategy or roadmap session, responding to a competitor's new feature or pricing change, or performing a quarterly competitive review.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/competitive-teardown",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/competitive-teardown/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "analysis",
        "competitive",
        "teardown"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/competitor-alternatives",
      "name": "competitor-alternatives",
      "description": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'switch from competitor,' or 'comparison content.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables.",
      "provider": "nginity",
      "category": "other",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/competitor-alternatives",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/competitor-alternatives/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "competitor",
        "alternatives"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/compliance-os",
      "name": "compliance-os",
      "description": "Compliance OS \u2014 meta-orchestrator that lets compliance teams CONFIGURE which frameworks apply, COMPUTE cross-framework control overlap, SIMULATE internal audits, and CONSOLIDATE evidence across multiple frameworks. Four decisions: (1) Given a company profile, which of the 12 supported frameworks apply (ISO 27001/13485/42001/14971, EU AI Act, MDR 745, GDPR, SOC 2, FDA QSR, NIST CSF 2.0, NIS2, HIPAA)? (2) Across selected frameworks, which controls overlap and how much evidence reuses? (3) For a given framework + scope, what does a realistic mock audit produce \u2014 drawing from the 205-scenario library? (4) Across selected frameworks, what's the unified evidence checklist with reuse map? Use when standing up a multi-framework program, planning the annual audit calendar, or preparing for certification stage 1. Does NOT replace per-framework skills (it orchestrates them).",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "compliance-os",
        "domain": "multi-framework-compliance-orchestration",
        "updated": "2026-05-13",
        "python-tools": "framework_selector.py, cross_framework_mapper.py, audit_simulator.py, evidence_pool_generator.py",
        "frameworks": "iso-27001, iso-13485, iso-42001, iso-14971, eu-ai-act, eu-mdr-745, gdpr, soc-2, fda-qsr, nist-csf, nis2, hipaa"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/compliance-os",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/compliance-os/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "compliance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/compliance-readiness",
      "name": "compliance-readiness",
      "description": "/cs:compliance-readiness <program> \u2014 Multi-framework compliance officer 6-question forcing interrogation of any compliance program. Use before starting a new framework, planning the annual audit calendar, or preparing for certification stage 1.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/compliance-readiness",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/compliance-readiness/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "compliance",
        "readiness"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/confluence-expert",
      "name": "confluence-expert",
      "description": "Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. Use when users need to build or restructure a Confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed Jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/confluence-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/confluence-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "document",
        "knowledge",
        "confluence",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/content-creator",
      "name": "content-creator",
      "description": "Deprecated redirect skill that routes legacy 'content creator' requests to the correct specialist. Use when a user invokes 'content creator', asks to write a blog post, article, guide, or brand voice analysis (routes to content-production), or asks to plan content, build a topic cluster, or create a content calendar (routes to content-strategy). Does not handle requests directly \u2014 identifies user intent and redirects to content-production for writing/SEO/brand-voice tasks or content-strategy for planning tasks.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "2.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06",
        "status": "deprecated"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/content-creator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/content-creator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "brand",
        "analysis",
        "content",
        "creator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/content-humanizer",
      "name": "content-humanizer",
      "description": "Makes AI-generated content sound genuinely human \u2014 not just cleaned up, but alive. Use when content feels robotic, uses too many AI clich\u00e9s, lacks personality, or reads like it was written by committee. Triggers: 'this sounds like AI', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix AI writing', 'inject our voice'. NOT for initial content creation (use content-production). NOT for SEO optimization (use content-production Mode 3).",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/content-humanizer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/content-humanizer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "cli",
        "content",
        "humanizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/content-production",
      "name": "content-production",
      "description": "Full content production pipeline \u2014 takes a topic from blank page to published-ready piece. Use when you need to execute content: write a blog post, article, or guide end-to-end. Triggers: 'write a post about', 'draft an article', 'create content for', 'help me write', 'I need a blog post'. NOT for content strategy or calendar planning (use content-strategy). NOT for repurposing existing content (use content-repurposing). NOT for social captions only.",
      "provider": "nginity",
      "category": "devops",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/content-production",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/content-production/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "content",
        "production"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/content-strategy",
      "name": "content-strategy",
      "description": "When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions \"content strategy,\" \"what should I write about,\" \"content ideas,\" \"blog strategy,\" \"topic clusters,\" or \"content planning.\" For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/content-strategy",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/content-strategy/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "content",
        "strategy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/context-engine",
      "name": "context-engine",
      "description": "Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context during conversations, and enforces privacy/anonymization rules before external API calls. Use when starting any C-suite advisor session, when context looks stale or missing, or before sending company data to an external service.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "orchestration",
        "updated": "2026-03-05",
        "frameworks": "context-loading, anonymization, context-enrichment"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/context-engine",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/context-engine/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "art",
        "context",
        "engine"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/contract-and-proposal-writer",
      "name": "contract-and-proposal-writer",
      "description": "Generate professional, jurisdiction-aware business documents: freelance contracts, project proposals, SOWs, NDAs, and MSAs. Structured Markdown output with docx conversion instructions. Covers US (Delaware), EU (GDPR), UK, and DACH (German law) jurisdictions. Not a substitute for legal counsel \u2014 use as strong starting points. Use when drafting a freelance contract, preparing a client proposal, writing an SOW for a new engagement, or producing an NDA before sharing sensitive material.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-growth/skills/contract-and-proposal-writer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-growth/skills/contract-and-proposal-writer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "docx",
        "pr",
        "ci",
        "cli",
        "art",
        "document",
        "contract",
        "and",
        "proposal",
        "writer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/coo-advisor",
      "name": "coo-advisor",
      "description": "Operations leadership for scaling companies. Process design, OKR execution, operational cadence, and scaling playbooks. Use when designing operations, setting up OKRs, building processes, scaling teams, analyzing bottlenecks, planning operational cadence, or when user mentions COO, operations, process improvement, OKRs, scaling, operational efficiency, or execution.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "coo-leadership",
        "updated": "2026-03-05",
        "python-tools": "ops_efficiency_analyzer.py, okr_tracker.py",
        "frameworks": "scaling-playbook, ops-cadence, process-frameworks"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/coo-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/coo-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "coo",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/copy-editing",
      "name": "copy-editing",
      "description": "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/copy-editing",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/copy-editing/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "copy",
        "editing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/copywriting",
      "name": "copywriting",
      "description": "When the user wants to write, rewrite, or improve marketing copy for any page \u2014 including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" or \"CTA copy.\" For email copy, see email-sequence. For popup copy, see popup-cro.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/copywriting",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/copywriting/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "email",
        "copywriting"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/coverage",
      "name": "coverage",
      "description": "Analyze test coverage gaps. Use when user says \"test coverage\", \"what's not tested\", \"coverage gaps\", \"missing tests\", \"coverage report\", or \"what needs testing\".",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-09T14:54:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/coverage",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/coverage/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "coverage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cpo-advisor",
      "name": "cpo-advisor",
      "description": "Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design. Use when setting product vision, managing a product portfolio, measuring PMF, designing product teams, prioritizing at the portfolio level, reporting to the board on product, or when user mentions CPO, product strategy, product-market fit, product organization, portfolio prioritization, or roadmap strategy.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "cpo-leadership",
        "updated": "2026-03-05",
        "python-tools": "pmf_scorer.py, portfolio_analyzer.py",
        "frameworks": "pmf-playbook, product-strategy, product-org-design"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/cpo-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/cpo-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "cpo",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cpo-review",
      "name": "cpo-review",
      "description": "/cs:cpo-review <plan> \u2014 JTBD-driven interrogation of product roadmap, PMF signal, and portfolio focus. Use when committing a quarter's roadmap, deciding whether to kill a feature, or claiming PMF without a retention curve.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cpo-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cpo-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "cpo",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cro-advisor",
      "name": "cro-advisor",
      "description": "Revenue leadership for B2B SaaS companies. Revenue forecasting, sales model design, pricing strategy, net revenue retention, and sales team scaling. Use when designing the revenue engine, setting quotas, modeling NRR, evaluating pricing, building board forecasts, or when user mentions CRO, chief revenue officer, revenue strategy, sales model, ARR growth, NRR, expansion revenue, churn, pricing strategy, or sales capacity.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "cro-leadership",
        "updated": "2026-03-05",
        "python-tools": "revenue_forecast_model.py, churn_analyzer.py",
        "frameworks": "sales-playbook, pricing-strategy, nrr-playbook"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/cro-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/cro-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "cro",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cro-review",
      "name": "cro-review",
      "description": "/cs:cro-review <plan> \u2014 Pipeline-paranoid interrogation of revenue, win rate, NRR, and ramp time. Use when the forecast misses pipeline coverage, win rates drop, or before scaling the sales team.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cro-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cro-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "cro",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cross-eval",
      "name": "cross-eval",
      "description": "/cs:cross-eval <memo> \u2014 Multi-model consensus on a board memo or strategy brief. Claude + Codex + Gemini cross-review with graceful degradation. Use when a high-stakes memo needs an independent sanity check before the boardroom \u2014 e.g. a bet-the-company pivot or fundraise terms.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cross-eval",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cross-eval/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "cross",
        "eval"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cs-onboard",
      "name": "cs-onboard",
      "description": "Founder onboarding interview that captures company context across 7 dimensions. Invoke with /cs:setup for initial interview or /cs:update for quarterly refresh. Generates ~/.claude/company-context.md used by all C-suite advisor skills. Use when setting up the C-suite advisors for the first time, or when company context is missing or more than 90 days old \u2014 e.g. after a fundraise or pivot.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "orchestration",
        "updated": "2026-03-05",
        "frameworks": "founder-interview, context-capture, quarterly-refresh"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/cs-onboard",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/cs-onboard/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "art",
        "onboard"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cto-advisor",
      "name": "cto-advisor",
      "description": "Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "2.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "cto-leadership",
        "updated": "2026-03-05",
        "python-tools": "tech_debt_analyzer.py, team_scaling_calculator.py",
        "frameworks": "architecture-decisions, engineering-metrics, technology-evaluation"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/cto-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/cto-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "cto",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/cto-review",
      "name": "cto-review",
      "description": "/cs:cto-review <plan> \u2014 Architecture and scaling interrogation. Tech debt, scaling cliffs, team scaling, build-vs-buy. Use when committing to an architecture, planning for 10x load, or weighing a rebuild against a vendor.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/cto-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/cto-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "cli",
        "cto",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/culture-architect",
      "name": "culture-architect",
      "description": "Build, measure, and evolve company culture as operational behavior \u2014 not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by stage. Use when building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes, or when user mentions culture, values, culture debt, founder culture, or culture code.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "culture-leadership",
        "updated": "2026-03-05",
        "frameworks": "culture-playbook, culture-code-template"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/culture-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/culture-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "design",
        "culture",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/customer-success-manager",
      "name": "customer-success-manager",
      "description": "Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when analyzing customer accounts, reviewing retention metrics, scoring at-risk customers, or when the user mentions churn, customer health scores, upsell opportunities, expansion revenue, retention analysis, or customer analytics. Runs three Python CLI tools to produce deterministic health scores, churn risk tiers, and prioritized expansion recommendations across Enterprise, Mid-Market, and SMB segments.",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "business-growth",
        "domain": "customer-success",
        "updated": "2026-02-06",
        "python-tools": "health_score_calculator.py, churn_risk_analyzer.py, expansion_opportunity_scorer.py",
        "tech-stack": "customer-success, saas-metrics, health-scoring"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-growth/skills/customer-success-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-growth/skills/customer-success-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "cli",
        "analysis",
        "customer",
        "success",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/data-quality-auditor",
      "name": "data-quality-auditor",
      "description": "Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies and outliers, surface structural issues, and produce an actionable remediation plan. Use when the user asks to check data quality, profile a dataset, hunt outliers or missing values, or validate data before analysis or model training.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/data-quality-auditor/skills/data-quality-auditor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/data-quality-auditor/skills/data-quality-auditor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "data",
        "quality",
        "auditor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/database-designer",
      "name": "database-designer",
      "description": "Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/database-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/database-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "design",
        "database",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/database-schema-designer",
      "name": "database-schema-designer",
      "description": "Use when the user asks to create ERD diagrams, normalize database schemas, design table relationships, or plan schema migrations.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/database-schema-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/database-schema-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "database",
        "schema",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/deal-desk",
      "name": "deal-desk",
      "description": "Use when reviewing a specific inbound deal before close \u2014 when sales has asked for a discount that exceeds AE authority, when the customer has redlined the MSA, when per-deal economics (margin after discount, multi-year payment shape, indemnity exposure) need to be quantified, or when discount approval needs to be routed to a named human approver (Sales Director, VP Sales, CFO, CRO, General Counsel). Covers deal review, discount approval routing, per-deal margin scoring, deal exception handling, MSA redline triage, contract landmine detection (uncapped indemnity, MFN, perpetual license-back, missing DPA), and named-approver chain assembly. NEVER auto-approves \u2014 every output is a numeric scorecard plus a routing recommendation to a named human.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/deal-desk",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/deal-desk/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "deal",
        "desk"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/decide",
      "name": "decide",
      "description": "/cs:decide <memo> \u2014 Log a decision to two-layer memory via decision-logger. Approved memo becomes durable; raw transcripts kept for reference. Use when the founder has approved a boardroom memo and the decision must become durable company memory \u2014 e.g. right after /cs:boardroom concludes.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/decide",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/decide/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "decide"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/decision-logger",
      "name": "decision-logger",
      "description": "Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /cs:decisions, or checking overdue action items with /cs:review. Invoked automatically by the board-meeting skill after Phase 5 founder approval.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "decision-memory",
        "updated": "2026-03-05",
        "python-tools": "scripts/decision_tracker.py"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/decision-logger",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/decision-logger/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "meeting",
        "decision",
        "logger"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/deep-learning-book",
      "name": "deep-learning-book",
      "description": "Study companion and working knowledge base for the Deep Learning textbook by Goodfellow, Bengio & Courville (MIT Press, 2016), read free at deeplearningbook.org. Indexes all 20 chapters, carries a 2016-to-2026 delta layer naming what the book got right, what was superseded (transformers, AdamW, diffusion, double descent) and what still holds, and ships four deterministic tools: a prerequisite-aware reading-path planner, a training-failure diagnostic, a capacity-and-regularization planner, and a parameter/FLOP/activation-memory calculator. Use when studying or teaching this book, planning a route through it, deciding whether a chapter's advice is still current, or translating its math into a training decision. It points at the official chapters \u2014 it never reproduces them.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-25T18:56:57Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-08-25"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/deep-learning-book/skills/deep-learning-book",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/deep-learning-book/skills/deep-learning-book/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "knowledge",
        "deep",
        "learning",
        "book"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/deep-research",
      "name": "deep-research",
      "description": "Run a disciplined, multi-source research investigation for a high-stakes question or decision \u2014 fan-out web search across many channels, parallel sub-agents, source triangulation (each claim backed by \u22653 independent sources), an adversarial review pass, and every source saved to its own file with verbatim quotes for reuse. Use when a low-quality answer is expensive: strategy work, comparing N products/methods/markets, validating a hypothesis with external data, or mapping how a field works. NOT for quick fact-checks (answer directly), structured 12-dimension competitor scoring (use competitive-teardown), or fast topic overviews where the decision risk is low (use the research router instead).",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-01T05:46:54Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/deep-research/skills/deep-research",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/deep-research/skills/deep-research/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "deep",
        "research"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/deep-work",
      "name": "deep-work",
      "description": "Use when someone wants to plan a deep work day, time-block their calendar or task list, budget or cut shallow work, protect focus hours, track deep-work sessions and streaks, run an end-of-day shutdown ritual, or says \"/deep-work\" or \"/time-block\". Classifies tasks deep vs shallow, builds an energy-first time-blocked schedule that refuses deep demand past the 4-hour ceiling, batches shallow work into at most two windows, and logs focus sessions against a weekly target.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-17T06:13:36Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Path-B method skill \u2014 Cal Newport time-block discipline preserved + deterministic scheduling scripts added",
        "distinct_from": "andreessen 3x5 card (picks WHAT to do today; deep-work plans WHEN and HOW with attention protected); project-management capacity planning (team capacity; this is one person's attention)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/deep-work/skills/deep-work",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/deep-work/skills/deep-work/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "deep",
        "work"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 41,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/deepread",
      "name": "deepread",
      "description": "Use when the user asks to deeply read a book, article, PDF, or document set; extract claims and evidence; build a knowledge map; or learn through Feynman explanation and recall. Covers quick, deep, map, Feynman, and whole-book reading modes.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T09:01:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/deepread",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/deepread/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pdf",
        "pr",
        "art",
        "document",
        "extract",
        "knowledge",
        "deepread"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/demo-video",
      "name": "demo-video",
      "description": "Use when the user asks to create a demo video, product walkthrough, feature showcase, animated presentation, marketing video, or GIF from screenshots or scene descriptions. Orchestrates playwright, ffmpeg, and edge-tts MCPs to produce polished video content.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/demo-video/skills/demo-video",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/demo-video/skills/demo-video/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "mcp",
        "demo",
        "video"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/dependency-auditor",
      "name": "dependency-auditor",
      "description": "Audit and manage dependencies across multi-language projects. Identifies vulnerabilities, license conflicts, transitive dependency risks, and safe-upgrade paths. Use when auditing third-party packages before release, investigating a CVE, planning a major version bump, or running a license-compliance review. Examples: 'audit our npm dependencies', 'do we have GPL contamination', 'plan the upgrade to React 19'.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/dependency-auditor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/dependency-auditor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "dependency",
        "auditor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/design-system",
      "name": "design-system",
      "description": "Captures the user's brand identity once via a 10-question onboarding wizard (primary/accent HEX + heading + body Google Fonts + design style editorial/technical/minimal/playful + default output directory + syntax theme + TOC behavior + optional logo/company), validates body-text and link contrast against WCAG 2.2 AA, derives 12 CSS custom properties in HSL space, and stores the result for every markdown-html converter to consume. Use before any markdown-html conversion. Triggers on first-run onboarding (\"set up the brand\", \"configure markdown-html\", \"run onboarding\"), on explicit reset (\"reset the design system\", \"re-onboard\"), and is checked by every converter via config_loader.py before rendering. Refuses to save if body-text contrast fails AA 4.5:1 or the output dir isn't writable. Precedence is project (./.markdown-html/) > global (~/.config/markdown-html/) > built-in defaults; MARKDOWN_HTML_NO_CONFIG=1 bypasses.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-01T02:33:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "markdown-html/skills/design-system",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/markdown-html/skills/design-system/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "brand",
        "convert",
        "system"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 26,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/docker-development",
      "name": "docker-development",
      "description": "Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement multi-stage builds, audit container security, reduce image size, or follow container best practices. Covers build performance, layer caching, secret management, and production-ready container patterns.",
      "provider": "nginity",
      "category": "security",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-03-16"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/docker-development/skills/docker-development",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/docker-development/skills/docker-development/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "docker",
        "development"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/dossier",
      "name": "dossier",
      "description": "Decision-grade entity research skill \u2014 produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile. Forcing intake makes the user state their hypothesis upfront (what they already believe and want to verify or disprove) so the dossier tests it rather than confirms it. Output is an editable Word document (.docx) with verdict on the hypothesis, identity facts, 12-month activity timeline, network and reputation signals, red flags, conversation hooks tied to specific findings, and source-provenance audit log. Uses WebSearch + WebFetch + free APIs (SEC EDGAR, GitHub, ProPublica) as workhorses; optional BYOK MCPs enhance coverage. Use when the user asks for background research, diligence, or meeting prep on a specific entity (e.g., 'prep me for a meeting with [person/company]', 'due diligence on [company]'). Honors sensitivity exclusions for journalism + personal-vetting contexts.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/12-dossier-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "research_pack_convention": "Agent Integrity Rules verbatim per PR #657 audit; hypothesis-testing variant",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/dossier/skills/dossier",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/dossier/skills/dossier/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "docx",
        "github",
        "git",
        "pr",
        "ci",
        "test",
        "api",
        "mcp",
        "document",
        "meeting"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/email-sequence",
      "name": "email-sequence",
      "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" or \"lifecycle emails.\" For in-app onboarding, see onboarding-cro.",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/email-sequence",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/email-sequence/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "email",
        "sequence"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/email-template-builder",
      "name": "email-template-builder",
      "description": "Build complete transactional email systems: React Email templates, provider integration (Resend, Postmark, SendGrid, AWS SES), preview server, i18n support, dark mode, spam optimization, analytics tracking. Use when adding transactional email to a new product, migrating between email providers, refactoring legacy email templates for accessibility, or adding internationalization to existing templates.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/email-template-builder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/email-template-builder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "email",
        "template",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/embedded-iot-mentor",
      "name": "embedded-iot-mentor",
      "description": "Mentor for embedded and IoT hardware projects. Helps select MCUs, dev boards, and toolchains, decides where sensor readings end up (phone, PC, dashboard, or alert), and gives time/cost estimates and a phased build plan from breadboard MVP to production PCB. Use when the user mentions embedded, IoT, microcontroller, ESP32, STM32, Arduino, Raspberry Pi Pico, firmware, PCB, KiCad, EasyEDA, PlatformIO, MQTT, Home Assistant, ESPHome, Grafana, an IoT dashboard, seeing sensor data on a phone, or asks for hardware tool recommendations, project planning, or cost/time estimates for an electronics project.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T09:01:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/embedded-iot-mentor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/embedded-iot-mentor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "embedded",
        "iot",
        "mentor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/engineering-advanced-skills",
      "name": "engineering-advanced-skills",
      "description": "Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, database design, observability, security auditing, changelog/release automation, reliability (SLO/chaos/flags/operators), platform ops.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/engineering-advanced-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/engineering-advanced-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "cd",
        "mcp",
        "cli",
        "design",
        "engineering",
        "advanced",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/engineering-skills",
      "name": "engineering-skills",
      "description": "Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS, MS365 (stdlib-only Python tools). Use when browsing or choosing among engineering-team role skills \u2014 load only the one specialist SKILL.md you need, never bulk-load the bundle.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/engineering-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/engineering-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "cli",
        "engineering",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/env-secrets-manager",
      "name": "env-secrets-manager",
      "description": "Manage environment-variable hygiene and secrets safety across local development and production. Practical auditing, drift awareness, rotation readiness. Use when auditing .env files for committed secrets, planning a credential rotation, debugging missing-env-var production incidents, or hardening a new project against secrets leakage.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/env-secrets-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/env-secrets-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "env",
        "secrets",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/epic-design",
      "name": "epic-design",
      "description": "Build immersive, cinematic 2.5D interactive websites using scroll storytelling, parallax depth, text animations, and premium scroll effects \u2014 no WebGL required. Use this skill for any web design task: landing pages, product sites, hero sections, scroll animations, parallax, sticky sections, section overlaps, floating products between sections, clip-path reveals, text that flies in from sides, words that light up on scroll, curtain drops, iris opens, card stacks, bleed typography, and any site that should feel cinematic or premium. Trigger on phrases like \"make it feel alive\", \"Apple-style animation\", \"sections that overlap\", \"product rises between sections\", \"immersive\", \"scrollytelling\", or any scroll-driven visual effect. Covers 45+ techniques across 8 categories. Always inspects, judges, and plans assets before coding. Use aggressively for ANY web design task.\n",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Abbas Mir",
        "category": "engineering-team",
        "updated": "2026-03-13"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/epic-design",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/epic-design/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cli",
        "design",
        "visual",
        "epic"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/eu-ai-act-specialist",
      "name": "eu-ai-act-specialist",
      "description": "EU AI Act (Regulation (EU) 2024/1689) operational compliance for compliance teams. Three Article-level decisions: (1) What's the risk tier of this AI system \u2014 prohibited (Art. 5), high-risk (Art. 6 + Annex III), limited-risk (Art. 50), or minimal-risk? (2) For high-risk systems, what's the Article 43 conformity assessment route (Module A internal control vs Module H full QMS + notified body) and what goes in the Annex IV technical documentation? (3) Per organizational role (provider / deployer / importer / distributor / authorized representative), what are the active obligations and deadlines? Use during AI system intake review, when planning conformity assessment, or when scoping deployer obligations. Cites Articles + Annexes for every output. NOT executive AI strategy (see chief-ai-officer-advisor). NOT a legal substitute.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "ra-qm-team",
        "domain": "eu-ai-act-compliance",
        "updated": "2026-05-13",
        "python-tools": "ai_system_risk_classifier.py, conformity_assessment_planner.py, ai_act_obligation_tracker.py",
        "frameworks": "eu-ai-act, gdpr-overlap, iso-42001-mapping, nist-ai-rmf-mapping"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/compliance-team-eu-ai-act/skills/eu-ai-act-specialist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/compliance-team-eu-ai-act/skills/eu-ai-act-specialist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "document",
        "act",
        "specialist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/eu-ai-act-specialist",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/eu-ai-act-specialist",
      "name": "eu-ai-act-specialist",
      "description": "EU AI Act (Regulation (EU) 2024/1689) operational compliance for compliance teams. Three Article-level decisions: (1) What's the risk tier of this AI system \u2014 prohibited (Art. 5), high-risk (Art. 6 + Annex III), limited-risk (Art. 50), or minimal-risk? (2) For high-risk systems, what's the Article 43 conformity assessment route (Module A internal control vs Module H full QMS + notified body) and what goes in the Annex IV technical documentation? (3) Per organizational role (provider / deployer / importer / distributor / authorized representative), what are the active obligations and deadlines? Use during AI system intake review, when planning conformity assessment, or when scoping deployer obligations. Cites Articles + Annexes for every output. NOT executive AI strategy (see chief-ai-officer-advisor). NOT a legal substitute.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "ra-qm-team",
        "domain": "eu-ai-act-compliance",
        "updated": "2026-05-13",
        "python-tools": "ai_system_risk_classifier.py, conformity_assessment_planner.py, ai_act_obligation_tracker.py",
        "frameworks": "eu-ai-act, gdpr-overlap, iso-42001-mapping, nist-ai-rmf-mapping"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/eu-ai-act-specialist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/eu-ai-act-specialist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "document",
        "act",
        "specialist"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/eu-ai-act-specialist",
      "duplicate_of": "nginity/eu-ai-act-specialist",
      "duplicate_similarity": 0.96,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/eu-ai-act-specialist",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/eval",
      "name": "eval",
      "description": "Evaluate and rank agent results by metric or LLM judge for an AgentHub session. Use when the user runs /hub:eval or asks to score, compare, or pick a winner among completed AgentHub agents.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/eval",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/eval/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "eval"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/execute",
      "name": "execute",
      "description": "/cs:execute <decision> \u2014 Generate a 90-day execution plan with weekly milestones, DRIs, and check-in cadence from an approved decision. Use when a logged decision needs to become an operating plan \u2014 e.g. turning an approved market-entry call into weekly milestones with DRIs.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/execute",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/execute/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "execute"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/executive-mentor",
      "name": "executive-mentor",
      "description": "Adversarial thinking partner for founders and executives. Stress-tests plans, prepares for brutal board meetings, dissects decisions with no good options, and forces honest post-mortems. Use when you need someone to find the holes before the board does, make a decision you've been avoiding, or understand what actually went wrong.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "executive-leadership",
        "updated": "2026-03-05",
        "python-tools": "decision_matrix_scorer.py, stakeholder_mapper.py",
        "frameworks": "pre-mortem, board-prep, hard-call, stress-test, postmortem"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/executive-mentor/skills/executive-mentor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/executive-mentor/skills/executive-mentor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "art",
        "meeting",
        "executive",
        "mentor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/experiment-designer",
      "name": "experiment-designer",
      "description": "Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/experiment-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/experiment-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "design",
        "experiment",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/extract",
      "name": "extract",
      "description": "Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples. Use when the user runs /si:extract or asks to package a recurring solution from memory into a skill.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/self-improving-agent/skills/extract",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/self-improving-agent/skills/extract/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "extract"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/fable-goal",
      "name": "fable-goal",
      "description": "Convert a rambling description of a desired outcome into one polished, autonomous /goal prompt ready to paste into a fresh session. Use when the user says \"/fable-goal\", \"turn this into a goal prompt\", \"write me a fable prompt\", \"write the prompt that builds X\", or rambles about something they want made and asks for the prompt that makes it happen. The output is a single copy-paste prompt, never the build itself. Do NOT use when the user wants the thing built right now in this session \u2014 only when they want the PROMPT that will make it happen in a fresh session.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-16T06:38:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/fable-goal/skills/fable-goal",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/fable-goal/skills/fable-goal/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "convert",
        "fable",
        "goal"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 42,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/fda-consultant-specialist",
      "name": "fda-consultant-specialist",
      "description": "FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QMSR (21 CFR 820, which incorporates ISO 13485:2016 by reference since 2026-02-02; formerly QSR) compliance, HIPAA assessments, and device cybersecurity. Use when user mentions FDA submission, 510(k), PMA, De Novo, QMSR, QSR, ISO 13485 for FDA, premarket, predicate device, substantial equivalence, HIPAA medical device, or FDA cybersecurity.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T15:11:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/fda-consultant-specialist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/fda-consultant-specialist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "fda",
        "consultant",
        "specialist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/fda-qsr-audit-prep",
      "name": "fda-qsr-audit-prep",
      "description": "/cs:fda-qsr-audit-prep <scope> \u2014 FDA 21 CFR 820 (QSR / QMSR) audit 6-question forcing interrogation. Post-Feb 2026 substantially harmonized with ISO 13485. Use before annual internal QSR audit, pre-FDA-inspection readiness, or Form 483 response.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/fda-qsr-audit-prep",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/fda-qsr-audit-prep/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "fda",
        "qsr",
        "audit",
        "prep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/feature-flags-architect",
      "name": "feature-flags-architect",
      "description": "Use when adding, retiring, or auditing feature flags. Triggers on \"add a flag\", \"ship behind a flag\", \"rollout plan\", \"kill switch\", \"stale flags\", \"flag debt\", \"LaunchDarkly\", \"GrowthBook\", \"Statsig\", \"Unleash\", \"Flipt\", or any progressive-delivery question. Ships flag debt scanner, rollout planner, and kill-switch auditor (all stdlib Python), 4 references on flag taxonomy + provider trade-offs + rollout strategies + lifecycle, plus a /flag-cleanup slash command.",
      "provider": "nginity",
      "category": "security",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/feature-flags-architect/skills/feature-flags-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/feature-flags-architect/skills/feature-flags-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "feature",
        "flags",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/feature-flags-architect",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/feature-flags-architect",
      "name": "feature-flags-architect",
      "description": "Use when adding, retiring, or auditing feature flags. Triggers on \"add a flag\", \"ship behind a flag\", \"rollout plan\", \"kill switch\", \"stale flags\", \"flag debt\", \"LaunchDarkly\", \"GrowthBook\", \"Statsig\", \"Unleash\", \"Flipt\", or any progressive-delivery question. Ships flag debt scanner, rollout planner, and kill-switch auditor (all stdlib Python), 4 references on flag taxonomy + provider trade-offs + rollout strategies + lifecycle, plus a /flag-cleanup slash command.",
      "provider": "nginity",
      "category": "security",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/feature-flags-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/feature-flags-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "feature",
        "flags",
        "architect"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/feature-flags-architect",
      "duplicate_of": "nginity/feature-flags-architect",
      "duplicate_similarity": 0.97,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/feature-flags-architect",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/finance-skills",
      "name": "finance-skills",
      "description": "Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR, quick ratio). Use when a finance request doesn't obviously match one skill and you need to pick the right one (e.g., 'analyze these financials', 'how healthy are my SaaS metrics').",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "finance/skills/finance-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/finance/skills/finance-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "analysis",
        "finance",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/financial-analyst",
      "name": "financial-analyst",
      "description": "Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. Also applicable when users mention financial modeling, cash flow analysis, company valuation, financial projections, or spreadsheet analysis.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "finance/skills/financial-analyst",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/finance/skills/financial-analyst/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "financial",
        "analyst"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/fix",
      "name": "fix",
      "description": "Fix failing or flaky Playwright tests. Use when user says \"fix test\", \"flaky test\", \"test failing\", \"debug test\", \"test broken\", \"test passes sometimes\", or \"intermittent failure\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-09T14:54:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/fix",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/fix/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "fix"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/focused-fix",
      "name": "focused-fix",
      "description": "Use when the user asks to fix, debug, or make a specific feature/module/area work end-to-end. Triggers: 'make X work', 'fix the Y feature', 'the Z module is broken', 'focus on [area]'. Not for quick single-bug fixes \u2014 this is for systematic deep-dive repair across all files and dependencies.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/focused-fix",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/focused-fix/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "focused",
        "fix"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/form-cro",
      "name": "form-cro",
      "description": "When the user wants to optimize any form that is NOT signup/registration \u2014 including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions \"form optimization,\" \"lead form conversions,\" \"form friction,\" \"form fields,\" \"form completion rate,\" or \"contact form.\" For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/form-cro",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/form-cro/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "form",
        "cro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/founder-coach",
      "name": "founder-coach",
      "description": "Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental health, and succession planning. Use when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from IC to executive, managing a board, or when user mentions founder mode, CEO growth, leadership development, delegation, burnout, or imposter syndrome.",
      "provider": "nginity",
      "category": "other",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "founder-development",
        "updated": "2026-03-05",
        "frameworks": "leadership-growth, founder-toolkit"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/founder-coach",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/founder-coach/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "founder",
        "coach"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/founder-mode",
      "name": "founder-mode",
      "description": "/cs:founder-mode <question> \u2014 Auto-routes any founder question to the right C-role advisor or to /cs:boardroom for multi-role topics. The single-command entry point. Use when a founder asks any strategic question without knowing which advisor or command fits \u2014 e.g. 'runway pressure' routes to the CFO, 'gross retention dropped' routes to the CCO.",
      "provider": "nginity",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/founder-mode",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/founder-mode/SKILL.md",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "founder",
        "mode"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/free-tool-strategy",
      "name": "free-tool-strategy",
      "description": "When the user wants to build a free tool for marketing \u2014 lead generation, SEO value, or brand awareness. Use when they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,' 'marketing tool,' 'lead gen tool,' 'build something for traffic,' 'interactive tool,' or 'free resource.' Covers idea evaluation, tool design, and launch strategy. For pure SEO content strategy (no tool), use seo-audit or content-strategy instead.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/free-tool-strategy",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/free-tool-strategy/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "brand",
        "free",
        "tool",
        "strategy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/freeze",
      "name": "freeze",
      "description": "/cs:freeze <decision> <days> \u2014 Lock a strategic decision for a cooldown period to prevent impulse reversal. Mirrors gstack's safety primitives for the business layer. Use when an irreversible decision was made under pressure \u2014 e.g. a layoff plan or multi-year contract \u2014 and deserves a cooling-off lock before execution.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/freeze",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/freeze/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "freeze"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/full-page-screenshot",
      "name": "full-page-screenshot",
      "description": "Use when the user asks to capture a full-page screenshot, long screenshot, or complete page capture of a web page. Handles SPA scroll containers, lazy-loaded images, and very tall pages via Chrome DevTools Protocol with zero external dependencies.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/full-page-screenshot",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/full-page-screenshot/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
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      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "full",
        "page",
        "screenshot"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/gc-review",
      "name": "gc-review",
      "description": "/cs:gc-review <plan> \u2014 General Counsel interrogation of contracts, IP, regulatory, term sheets, and employment-law surface. Use when reviewing a term sheet before signing, redlining a customer MSA, or checking IP assignment and regulatory exposure on a new product.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/gc-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/gc-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/gcp-cloud-architect",
      "name": "gcp-cloud-architect",
      "description": "Design GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure, deploy to GKE or Cloud Run, configure BigQuery pipelines, optimize GCP costs, or migrate to GCP. Covers Cloud Run, GKE, Cloud Functions, Cloud SQL, BigQuery, and cost optimization.",
      "provider": "nginity",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/gcp-cloud-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/gcp-cloud-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "art",
        "gcp",
        "cloud",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/gdpr-audit-prep",
      "name": "gdpr-audit-prep",
      "description": "/cs:gdpr-audit-prep <scope> \u2014 GDPR audit 6-question Article-cited forcing interrogation. Use before annual internal GDPR review, post-breach internal audit, DPA investigation readiness, or acquisition due diligence.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/gdpr-audit-prep",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/gdpr-audit-prep/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "gdpr",
        "audit",
        "prep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/gdpr-dsgvo-expert",
      "name": "gdpr-dsgvo-expert",
      "description": "GDPR and German DSGVO compliance automation. Scans codebases for privacy risks, generates DPIA documentation, tracks data subject rights requests with Art. 12(3) one-month deadlines. Use when running GDPR compliance assessments, privacy audits, data protection planning, DPIA generation, or data subject rights (DSAR) management (e.g., 'check this service for GDPR risks', 'track an access request deadline'). Final compliance determinations route to the DPO or legal counsel.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/gdpr-dsgvo-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/gdpr-dsgvo-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "document",
        "gdpr",
        "dsgvo",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/general-counsel-advisor",
      "name": "general-counsel-advisor",
      "description": "General Counsel advisory for startups: contract review (MSA, SaaS, NDA, DPA, employment), IP strategy, term sheet decoding, and regulatory landscape mapping. Use when reviewing any contract or term sheet, deciding when to engage outside counsel, defining IP strategy, evaluating regulatory exposure (HIPAA, GDPR, FDA, fintech), or when user mentions general counsel, GC, legal review, contract risk, term sheet, IP assignment, or regulatory exposure. NOT a substitute for licensed counsel \u2014 surfaces questions to bring to qualified attorneys.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "general-counsel-leadership",
        "updated": "2026-05-12",
        "python-tools": "contract_risk_scanner.py, term_sheet_analyzer.py",
        "frameworks": "contract-review, ip-strategy, term-sheet-decoding, regulatory-mapping"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/general-counsel-advisor/skills/general-counsel-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/general-counsel-advisor/skills/general-counsel-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "general",
        "counsel",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
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      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/general-counsel-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/general-counsel-advisor",
      "name": "general-counsel-advisor",
      "description": "General Counsel advisory for startups: contract review (MSA, SaaS, NDA, DPA, employment), IP strategy, term sheet decoding, and regulatory landscape mapping. Use when reviewing any contract or term sheet, deciding when to engage outside counsel, defining IP strategy, evaluating regulatory exposure (HIPAA, GDPR, FDA, fintech), or when user mentions general counsel, GC, legal review, contract risk, term sheet, IP assignment, or regulatory exposure. NOT a substitute for licensed counsel \u2014 surfaces questions to bring to qualified attorneys.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
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        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "general-counsel-leadership",
        "updated": "2026-05-12",
        "python-tools": "contract_risk_scanner.py, term_sheet_analyzer.py",
        "frameworks": "contract-review, ip-strategy, term-sheet-decoding, regulatory-mapping"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/general-counsel-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/general-counsel-advisor/SKILL.md",
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      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "general",
        "counsel",
        "advisor"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/general-counsel-advisor",
      "duplicate_of": "nginity/general-counsel-advisor",
      "duplicate_similarity": 0.97,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/general-counsel-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/generate",
      "name": "generate",
      "description": "Generate Playwright tests. Use when user says \"write tests\", \"generate tests\", \"add tests for\", \"test this component\", \"e2e test\", \"create test for\", \"test this page\", or \"test this feature\".",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/generate",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/generate/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "generate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/git-worktree-manager",
      "name": "git-worktree-manager",
      "description": "Run parallel feature work safely with Git worktrees. Standardizes branch isolation, port allocation, environment sync, and cleanup so each worktree behaves like an independent local app. Optimized for multi-agent workflows where each agent or terminal session owns one worktree. Use when running multiple feature branches simultaneously, isolating experimental work, or coordinating multi-agent development across the same repo.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/git-worktree-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/git-worktree-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "git",
        "worktree",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/google-workspace-cli",
      "name": "google-workspace-cli",
      "description": "Google Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. Run security audits and use local recipe templates and persona bundles. Use for Google Workspace admin, gws CLI setup, Gmail automation, Drive management, or Calendar scheduling.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/google-workspace-cli/skills/google-workspace-cli",
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        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "github",
        "git",
        "ci",
        "cli",
        "google",
        "workspace"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/grade-iterate",
      "name": "grade-iterate",
      "description": "Phase 3 of building a Claude Managed Agent \u2014 the bounded grade\u2192iterate loop. Define a CMA outcome (a required markdown rubric graded by an isolated grader), read each verdict, decide the next move (sharpen / re-run / promote to schedule), and once a version passes, run held-back eval cases in parallel. Use when the user says \"grade my agent\", \"make it pass the rubric\", \"iterate until it's good\", \"is it good enough\", or when the orchestrator routes phase=grade-iterate. outcome_builder.py builds the user.define_outcome payload (rubric required, max_iterations clamped 1..20 \u2014 never unbounded); verdict_reader.py reads the grader result and recommends the next move; eval_scaffold.py generates held-back cases + a parallel run plan (capped at the 25-thread CMA ceiling). Distinct from stage-launch (first launch) and run-without-you (scheduling).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T17:29:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "agent-launcher/skills/grade-iterate",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/agent-launcher/skills/grade-iterate/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "grade",
        "iterate"
      ],
      "duplicate_status": null,
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      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/grants",
      "name": "grants",
      "description": "NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-facet Consensus positioning analysis (with draft Significance/Innovation language), maps the research to the right NIH institutes and study sections via RePORTER, finds NOSIs and funded overlap, and produces an editable Word document (.docx) with budget/scope-aware mechanism recommendations, submission timelines, and a mandatory program officer recommendation. Use when the user asks about research funding or makes any grant-related request (e.g., 'grants for [topic]', 'find grants for my research idea', 'what grants match my research', 'help me find NIH funding', 'grant opportunities for my research'). NIH-only scope \u2014 non-NIH funders (PCORI, DOD CDMRP, VA, foundations) are out of scope and flagged at intake.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/08-grants-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "research_pack_convention": "Agent Integrity Rules verbatim per PR #657 audit",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/grants/skills/grants",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/grants/skills/grants/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "docx",
        "pr",
        "cd",
        "cli",
        "document",
        "analysis",
        "grants"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/grill-me",
      "name": "grill-me",
      "description": "Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions \"grill me\".",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-13T21:54:09Z",
      "metadata": {
        "derived_from": "https://github.com/mattpocock/skills/tree/main/skills/productivity/grill-me",
        "original_author": "Matt Pocock (@mattpocock)",
        "original_license": "MIT",
        "voice": "Matt Pocock \u2014 relentless, one-at-a-time, explores-codebase-first",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/grill-me/skills/grill-me",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/grill-me/skills/grill-me/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "test",
        "design",
        "grill"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/grill-with-docs",
      "name": "grill-with-docs",
      "description": "Docs-anchored grilling session \u2014 challenges a plan against the project's existing language (CONTEXT.md) and recorded decisions (docs/adr/), and updates those files inline as terminology and decisions crystallise. Use when user wants to stress-test a plan against documented domain language, or mentions \"grill with docs\".",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-15T13:08:31Z",
      "metadata": {
        "derived_from": "https://github.com/mattpocock/skills/tree/main/skills/engineering/grill-with-docs",
        "original_author": "Matt Pocock (@mattpocock)",
        "original_license": "MIT",
        "voice": "Matt Pocock \u2014 relentless, one-at-a-time, codebase-and-docs-first, ADRs only when 3 criteria are met",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/grill-with-docs/skills/grill-with-docs",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/grill-with-docs/skills/grill-with-docs/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "document",
        "grill",
        "with",
        "docs"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 104,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/handoff",
      "name": "handoff",
      "description": "Compact the current conversation into a handoff document for another agent to pick up. References existing artifacts (PRDs, plans, ADRs, issues, commits, diffs) by path or URL instead of duplicating them. Use when user wants to hand off the conversation to a fresh agent or starts a new session that picks up prior work.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-13T21:54:09Z",
      "metadata": {
        "derived_from": "https://github.com/mattpocock/skills/tree/main/skills/productivity/handoff",
        "original_author": "Matt Pocock (@mattpocock)",
        "original_license": "MIT",
        "voice": "Matt Pocock \u2014 no-duplication, reference-existing-artifacts, tailored to next-session focus",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/handoff/skills/handoff",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/handoff/skills/handoff/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "document",
        "handoff"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/handoff",
          "provider": "nginity",
          "similarity": 0.15
        }
      ]
    },
    {
      "id": "nginity/handoff",
      "name": "handoff",
      "description": "Compact the current conversation into a handoff document for another agent to pick up. Save to a user-configured location (OS temp, home folder, or per-project .handoff/), redact secrets before write, suggest skills for the next session, and auto-load the latest handoff on the next SessionStart. First-run setup asks where to save so the project folder never gets cluttered. Use when the user says 'hand this off', 'handoff doc', 'summarize this for a new session', 'compact this conversation', 'I'm ending this session', 'pick this up later', or any variation signaling intent to pass work to a fresh agent. Also trigger on implicit signals: the user announcing they're switching machines, ending the day mid-task, or context is growing long without a natural stopping point.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-23T01:22:07Z",
      "metadata": {
        "version": "1.0.0",
        "voice": "Matt Pocock \u2014 no-duplication, reference-existing-artifacts, tailored to next-session focus",
        "inspired_by": "https://github.com/mattpocock/skills/tree/main/skills/productivity/handoff"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/handoff/skills/handoff",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/handoff/skills/handoff/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "art",
        "document",
        "handoff"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 96,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/handoff",
          "provider": "nginity",
          "similarity": 0.15
        }
      ]
    },
    {
      "id": "nginity/hard-call",
      "name": "hard-call",
      "description": "/em:hard-call \u2014 Framework for decisions with no good options. Use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed \u2014 e.g. choosing between a layoff and a down round, or killing a beloved product line.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/executive-mentor/skills/hard-call",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/executive-mentor/skills/hard-call/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "hard",
        "call"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/helm-chart-builder",
      "name": "helm-chart-builder",
      "description": "Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw \u2014 chart scaffolding, values design, template patterns, dependency management, security hardening, and chart testing. Use when: user wants to create or improve Helm charts, design values.yaml files, implement template helpers, audit chart security (RBAC, network policies, pod security), manage subcharts, or run helm lint/test.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-03-15"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/helm-chart-builder/skills/helm-chart-builder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/helm-chart-builder/skills/helm-chart-builder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "yaml",
        "pr",
        "ci",
        "test",
        "lint",
        "cli",
        "design",
        "art",
        "helm",
        "chart"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/hivemind",
      "name": "hivemind",
      "description": "Orchestrate free opencode workers from Claude Code to cut token costs. Use when delegating grunt work to a single worker or a parallel swarm (scout/coder/tester) with worktree isolation, benchmarking against opencode, or when the user says \"spawn a worker\", \"swarm\", \"delegate to opencode\", or \"/oc\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-23T14:36:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/hivemind",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/hivemind/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "test",
        "hivemind"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 4,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/hub-init",
      "name": "hub-init",
      "description": "Create a new AgentHub collaboration session with task, agent count, and evaluation criteria. Use when the user runs /hub:hub-init or asks to start a multi-agent competition on a task.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/hub-init",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/hub-init/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "hub",
        "init"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/hub-status",
      "name": "hub-status",
      "description": "Show DAG state, agent progress, and branch status for an AgentHub session. Use when the user runs /hub:hub-status or asks how the AgentHub agents are doing.",
      "provider": "nginity",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/hub-status",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/hub-status/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "hub",
        "status"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/human-gate",
      "name": "human-gate",
      "description": "Runs the human-verification lane of an agent loop, and proves review happened before work is called done. Builds a single-file HTML review page, collects batched feedback as a structured artifact instead of chat prose, and runs a gate that refuses to close while a BLOCKER is open, the reviewer is unnamed, or nobody has reviewed at all. Use when a plan, spec, RFC, report, landing page, migration, or any irreversible action needs human sign-off before shipping, or on requests such as 'get sign-off', 'have someone check this', 'hold until reviewed', 'needs approval first'. NOT for making AI text sound human (use content-humanizer or behuman). NOT for reviewing code diffs (use md-review or code-reviewer).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-09T06:21:17Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-08-09"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/human-gate/skills/human-gate",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/human-gate/skills/human-gate/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "human",
        "gate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 18,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/inbox-setup",
      "name": "inbox-setup",
      "description": "One-time setup skill that builds a personalized inbox triage knowledge base via interactive interview. Interviews the user about their email patterns, business context, reply style, and priorities using grill-me discipline (one question at a time, forcing format where possible, dependency-ordered, each question explains why I'm asking), then generates the knowledge base files that power the companion 'inbox-triage' skill. Run this once before using inbox-triage for the first time. Re-run when business, pricing, or priorities change significantly. Triggers: 'set up my inbox', 'configure inbox triage', 'set up my email system', 'configure email triage', 'build my email knowledge base', 'initialize email management', 'set up inbox triage', 'onboard email triage', or any variation where someone wants to get the email triage system running for the first time.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/06-inbox-setup-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "paired_with": "inbox-triage (shared 7-file KB contract)",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/email/skills/inbox-setup",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/email/skills/inbox-setup/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "email",
        "knowledge",
        "inbox",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/inbox-triage",
      "name": "inbox-triage",
      "description": "Runs a full inbox triage using the knowledge base created by the 'inbox-setup' skill. Light-intake by design (most invocations skip questions and run with KB-default preferences); asks at most 2 grill-me override questions when invocation is outside normal cadence or includes category-skip intent. Searches recent emails, classifies them via the user's taxonomy, researches new senders, generates recommendations, drafts replies (NEVER sends), delivers a report in the user's preferred format, and updates the knowledge base with learnings. Designed to run on a recurring schedule (1-3x daily) or on demand. Use when the user wants their inbox processed, in any variation (e.g., 'triage my inbox', 'inbox triage', 'check my email', 'run email triage', 'process my inbox', 'what's new in my email', 'handle my email', 'email triage'). Requires the inbox-setup skill to have been run first.",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/07-inbox-triage-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "paired_with": "inbox-setup (consumes the 7-file KB it produces)",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/email/skills/inbox-triage",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/email/skills/inbox-triage/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "email",
        "knowledge",
        "inbox",
        "triage"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/incident-commander",
      "name": "incident-commander",
      "description": "Comprehensive incident response framework from detection through resolution and post-incident review. Battle-tested SRE/DevOps practices: severity classification, timeline reconstruction, structured post-incident analysis. Use when declaring an incident, coordinating multi-team response during an outage, leading a post-mortem, or setting up on-call practices for a new service.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/incident-commander",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/incident-commander/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "analysis",
        "incident",
        "commander"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/incident-response",
      "name": "incident-response",
      "description": "Use when a security incident has been detected or declared and needs classification, triage, escalation path determination, and forensic evidence collection. Covers SEV1-SEV4 classification, false positive filtering, incident taxonomy, and NIST SP 800-61 lifecycle.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/incident-response",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/incident-response/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "incident",
        "response"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/information-security-manager-iso27001",
      "name": "information-security-manager-iso27001",
      "description": "ISO 27001 ISMS implementation and cybersecurity governance for HealthTech and MedTech companies. Use when designing an ISMS, running security risk assessments, implementing controls, pursuing ISO 27001 certification, preparing security audits, responding to security incidents, or verifying compliance. Covers ISO 27001, ISO 27002, healthcare security, and medical device cybersecurity.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/information-security-manager-iso27001",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/information-security-manager-iso27001/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "information",
        "security",
        "manager",
        "iso27001"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/internal-comms",
      "name": "internal-comms",
      "description": "Use when a Head of People Ops, BizOps lead, or Internal Communications owner needs to draft and sequence an internal-only change-management communication \u2014 a re-org announcement, a tool rollout, a policy change, a leadership transition, a layoff, an acquisition close, or an internal product launch \u2014 and the audience is employees (not customers). Pairs Prosci ADKAR and Kotter's 8-step change model with deterministic stdlib-only Python tools to produce a sequenced touchpoint calendar, a Kotter-compliant primary announcement, an audience-segmented FAQ, and manager cascade talking points; industry-tuned via --profile {tech-startup, scaleup, enterprise, public-company, non-profit}. Triggers on \"all-hands announcement\", \"change comms\", \"rollout comms\", \"re-org announcement\", \"manager talking points\", \"layoff comms\".",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-operations/skills/internal-comms",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-operations/skills/internal-comms/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "faq",
        "internal",
        "comms"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/internal-narrative",
      "name": "internal-narrative",
      "description": "Build and maintain one coherent company story across all audiences \u2014 employees, investors, customers, candidates, and partners. Detects narrative contradictions and ensures the same truth is framed for each audience's needs. Use when preparing investor updates, all-hands presentations, board communications, recruiting narratives, crisis communications, or when user mentions company narrative, messaging consistency, storytelling, all-hands, investor update, or crisis communication.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "narrative-strategy",
        "updated": "2026-03-05",
        "frameworks": "narrative-frameworks, all-hands-template"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/internal-narrative",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/internal-narrative/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "internal",
        "narrative"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/interview",
      "name": "interview",
      "description": "Phase 1 of building a Claude Managed Agent \u2014 interview the founder about the one job the agent should do, then produce a build sheet (CMA primitives table + v1/v2 deferrals + eval plan) WITHOUT needing their API key yet. Use when the user says \"help me scope an agent\", \"I have an idea for an agent\", \"what should this agent be\", or when the orchestrator routes phase=interview. Drives the six intake slots (job, trigger, inputs, actions, definition-of-done, recurrence) via AskUserQuestion, maps them to primitives with interview_planner.py, assembles build-sheet.json with build_sheet_builder.py, and validates limits with primitives_validator.py. Connectors are mockable in v0 (schema-true custom tools); real MCP servers become v1 deferrals. Distinct from stage-launch (which turns the sheet into payloads).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T17:29:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "agent-launcher/skills/interview",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/agent-launcher/skills/interview/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "api",
        "mcp",
        "interview"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/interview-system-designer",
      "name": "interview-system-designer",
      "description": "This skill should be used when the user asks to \"design interview processes\", \"create hiring pipelines\", \"calibrate interview loops\", \"generate interview questions\", \"design competency matrices\", \"analyze interviewer bias\", \"create scoring rubrics\", \"build question banks\", or \"optimize hiring systems\". Use for designing role-specific interview loops, competency assessments, and hiring calibration systems.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/interview-system-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/interview-system-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "interview",
        "system",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/intl-expansion",
      "name": "intl-expansion",
      "description": "International market expansion strategy. Market selection, entry modes, localization, regulatory compliance, and go-to-market by region. Use when expanding to new countries, evaluating international markets, planning localization, or building regional teams.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "international-strategy",
        "updated": "2026-03-05"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/intl-expansion",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/intl-expansion/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "intl",
        "expansion"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/isms-audit-expert",
      "name": "isms-audit-expert",
      "description": "Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support. Use when the user mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability (SOA), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. Helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to Annex A requirements, prepare Stage 1 and Stage 2 audit documentation, and support corrective action workflows.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/isms-audit-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/isms-audit-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "analysis",
        "isms",
        "audit",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/iso13485-audit-prep",
      "name": "iso13485-audit-prep",
      "description": "/cs:iso13485-audit-prep <scope> \u2014 ISO 13485 QMS audit 6-question forcing interrogation. Design controls + CAPA + post-market focused. Use before Clause 8.2.4 internal audit, MDR / FDA QSR alignment review, or product-launch DHF closure audit.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/iso13485-audit-prep",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/iso13485-audit-prep/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "iso13485",
        "audit",
        "prep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/iso27001-audit-prep",
      "name": "iso27001-audit-prep",
      "description": "/cs:iso27001-audit-prep <scope> \u2014 ISO 27001 ISMS audit readiness 6-question forcing interrogation. Use before annual Clause 9.2 internal audit, surveillance audit prep, or stage 1 certification readiness.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/iso27001-audit-prep",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/iso27001-audit-prep/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "iso27001",
        "audit",
        "prep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/iso42001-specialist",
      "name": "iso42001-specialist",
      "description": "ISO/IEC 42001:2023 AI Management System (AIMS) specialist for compliance teams running internal audits. Three decisions: (1) Where are the gaps against Clauses 4-10 and what do we close first? (2) What goes in the AI risk register and which Annex A controls treat each risk? (3) What's the 12-month internal audit plan that satisfies Clause 9.2? Use when preparing for certification, scoping internal audit cycles, or onboarding AI systems into an existing ISMS (27001) / QMS (13485) program. NOT an executive AI strategy skill (see chief-ai-officer-advisor). NOT EU AI Act compliance (see compliance-team-eu-ai-act).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "ra-qm-team",
        "domain": "ai-management-system-compliance",
        "updated": "2026-05-13",
        "python-tools": "aims_gap_analyzer.py, ai_risk_register_builder.py, aims_audit_scheduler.py",
        "frameworks": "iso-42001, iso-23894, iso-38507, nist-ai-rmf, eu-ai-act-mapping"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/compliance-team-iso42001/skills/iso42001-specialist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/compliance-team-iso42001/skills/iso42001-specialist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "iso42001",
        "specialist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/iso42001-specialist",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/iso42001-specialist",
      "name": "iso42001-specialist",
      "description": "ISO/IEC 42001:2023 AI Management System (AIMS) specialist for compliance teams running internal audits. Three decisions: (1) Where are the gaps against Clauses 4-10 and what do we close first? (2) What goes in the AI risk register and which Annex A controls treat each risk? (3) What's the 12-month internal audit plan that satisfies Clause 9.2? Use when preparing for certification, scoping internal audit cycles, or onboarding AI systems into an existing ISMS (27001) / QMS (13485) program. NOT an executive AI strategy skill (see chief-ai-officer-advisor). NOT EU AI Act compliance (see compliance-team-eu-ai-act).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "ra-qm-team",
        "domain": "ai-management-system-compliance",
        "updated": "2026-05-13",
        "python-tools": "aims_gap_analyzer.py, ai_risk_register_builder.py, aims_audit_scheduler.py",
        "frameworks": "iso-42001, iso-23894, iso-38507, nist-ai-rmf, eu-ai-act-mapping"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/iso42001-specialist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/iso42001-specialist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "iso42001",
        "specialist"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/iso42001-specialist",
      "duplicate_of": "nginity/iso42001-specialist",
      "duplicate_similarity": 0.96,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/iso42001-specialist",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/jira-expert",
      "name": "jira-expert",
      "description": "Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use when setting up or configuring Jira projects, writing JQL and advanced searches, creating dashboards, designing workflows, or performing technical Jira operations.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/jira-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/jira-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "jira",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/karpathy-coder",
      "name": "karpathy-coder",
      "description": "Use when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles \u2014 surface assumptions before coding, keep it simple, make surgical changes, define verifiable goals. Triggers on \"review my diff\", \"check complexity\", \"am I overcomplicating this\", \"karpathy check\", \"before I commit\", or any code quality concern where the LLM might be overcoding.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/karpathy-coder/skills/karpathy-coder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/karpathy-coder/skills/karpathy-coder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "karpathy",
        "coder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/knowledge-ops",
      "name": "knowledge-ops",
      "description": "Use when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding) \u2014 including 5W2H completeness checks (Who-What-When-Where-Why-How-HowMuch), cross-link and orphan-page validation across a sprawling Notion/Confluence/Obsidian wiki, KB ingestion + hygiene reporting, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). Pairs Ishikawa's 5W2H method, Gawande's *The Checklist Manifesto*, ISO 9001, ITIL v4, and Google SRE Workbook runbook discipline with deterministic stdlib-only Python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists (e.g., \"validate this runbook before it goes into rotation\", \"audit our Confluence wiki for stale and orphaned SOPs\").",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-operations/skills/knowledge-ops",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-operations/skills/knowledge-ops/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "notion",
        "knowledge",
        "wiki",
        "ops"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/kubernetes-operator",
      "name": "kubernetes-operator",
      "description": "Use when building a Kubernetes Operator \u2014 custom controllers that reconcile CRD state. Triggers on \"build an operator\", \"CRD design\", \"reconcile loop\", \"controller-runtime\", \"kubebuilder\", \"operator-sdk\", \"metacontroller\", \"KOPF\", \"operator capability levels\", or \"custom resource\". Ships CRD validator, reconcile-loop linter, and OperatorHub capability auditor (all stdlib Python), 4 references on the operator pattern + CRD design + reconcile patterns + tooling landscape, and a /operator-audit slash command. NOT a generic k8s skill \u2014 specifically the Operator pattern.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/kubernetes-operator/skills/kubernetes-operator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/kubernetes-operator/skills/kubernetes-operator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "lint",
        "design",
        "kubernetes",
        "operator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/kubernetes-operator",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/kubernetes-operator",
      "name": "kubernetes-operator",
      "description": "Use when building a Kubernetes Operator \u2014 custom controllers that reconcile CRD state. Triggers on \"build an operator\", \"CRD design\", \"reconcile loop\", \"controller-runtime\", \"kubebuilder\", \"operator-sdk\", \"metacontroller\", \"KOPF\", \"operator capability levels\", or \"custom resource\". Ships CRD validator, reconcile-loop linter, and OperatorHub capability auditor (all stdlib Python), 4 references on the operator pattern + CRD design + reconcile patterns + tooling landscape, and a /operator-audit slash command. NOT a generic k8s skill \u2014 specifically the Operator pattern.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/kubernetes-operator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/kubernetes-operator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "lint",
        "design",
        "kubernetes",
        "operator"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/kubernetes-operator",
      "duplicate_of": "nginity/kubernetes-operator",
      "duplicate_similarity": 0.96,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/kubernetes-operator",
          "provider": "nginity",
          "similarity": 0.96
        }
      ]
    },
    {
      "id": "nginity/landing",
      "name": "landing",
      "description": "Generates a premium single-page HTML landing page with 3D CSS animations, GSAP scroll effects, and mouse-parallax depth. Forcing intake (product + elevator pitch, audience register, brand overrides, tone) locks down positioning before any copy or markup is written, so the page reflects the actual product rather than generic boilerplate. Use whenever the user says 'landing for X', 'create a landing page', 'build a landing page', 'make a landing page for X', 'I need a web page for Y', or provides product/service details and wants a polished website. Also triggers on 'promotional page', 'product page', 'one-pager', 'web presence', 'sales page'. Outputs a single self-contained HTML file (Claude Code) or HTML artifact (Claude.ai). Supports configurable brand colors via CSS custom property overrides.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/04-landing-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "distinct_from": "product-team/skills/landing-page-generator (different output format + optimization target)",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing/landing/skills/landing",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing/landing/skills/landing/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "brand",
        "landing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/landing-page-generator",
      "name": "landing-page-generator",
      "description": "Generates high-converting landing pages as complete Next.js/React (TSX) components with Tailwind CSS. Creates hero sections, feature grids, pricing tables, FAQ accordions, testimonial blocks, and CTA sections using proven copy frameworks (PAS, AIDA, BAB). Outputs SEO meta tags, structured data, and performance-optimised code targeting Core Web Vitals (LCP < 1s, CLS < 0.1). Use when the user asks to create a landing page, marketing page, homepage, single-page site, lead capture page, campaign page, promo page, or conversion-optimised web page \u2014 or when they want to A/B test landing page variants or replace a static page with one designed to convert.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/landing-page-generator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/landing-page-generator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "design",
        "convert",
        "faq",
        "landing",
        "page",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/launch-strategy",
      "name": "launch-strategy",
      "description": "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/launch-strategy",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/launch-strategy/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "launch",
        "strategy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/linkedin-analytics",
      "name": "linkedin-analytics",
      "description": "Use when someone wants to understand their own LinkedIn numbers \u2014 which posts worked, why reach dropped, whether a pattern is real, or how to test a hypothesis. Triggers on \"why did my reach drop\", \"what's working on my LinkedIn\", \"analyze my posts\", \"do carousels do better for me\", \"should I test this\", \"LinkedIn analytics\". Reads your own exported post data, reports medians and outlier bands, tests candidate patterns against a permutation null, and sizes a real experiment \u2014 refusing to conclude anything below 10 posts.",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-25T07:32:30Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-08-25"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing/linkedin/skills/linkedin-analytics",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing/linkedin/skills/linkedin-analytics/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "test",
        "linkedin",
        "analytics"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/linkedin-content",
      "name": "linkedin-content",
      "description": "Use when someone wants to write, edit, or lint a LinkedIn post \u2014 a story, how-to, opinion piece, carousel script, video script, or poll \u2014 or wants an article, talk, or transcript repurposed into posts. Triggers on \"write a LinkedIn post\", \"is this hook any good\", \"review my post\", \"turn this into LinkedIn posts\", \"carousel\", \"what format should this be\". Lints posts 0-100 on mechanics, hook, integrity, and accessibility; picks the format the material actually supports; and splits long sources into standalone units with a reuse ledger.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-25T07:32:30Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-08-25"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing/linkedin/skills/linkedin-content",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing/linkedin/skills/linkedin-content/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "lint",
        "art",
        "linkedin",
        "content"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/linkedin-engagement",
      "name": "linkedin-engagement",
      "description": "Use when someone wants to grow reach through comments, replies, groups, or outreach on LinkedIn \u2014 a commenting roster, a connection request note, a DM or InMail, a networking plan, or a check on whether their outreach volume is safe. Triggers on \"who should I engage with\", \"write a connection request\", \"cold DM\", \"LinkedIn outreach\", \"networking strategy\", \"how many invites can I send\". Builds a weekly comment roster inside a real time budget, assembles one message at a time and refuses templates, and caps volume against LinkedIn's limits. Nothing is ever sent.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-25T07:32:30Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-08-25"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing/linkedin/skills/linkedin-engagement",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing/linkedin/skills/linkedin-engagement/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "linkedin",
        "engagement"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/linkedin-profile",
      "name": "linkedin-profile",
      "description": "Use when someone wants their LinkedIn profile audited or rewritten \u2014 headline, About section, experience bullets, Featured, banner, recommendations \u2014 or says \"fix my headline\", \"my profile gets views but nothing happens\", \"optimize my LinkedIn profile\", \"what should my About section say\". Scores the headline on five dimensions, audits the whole profile 0-100 and ranks fixes by points per hour, and assembles an About section that survives the \"\u2026see more\" fold.",
      "provider": "nginity",
      "category": "other",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-25T07:32:30Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-08-25"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing/linkedin/skills/linkedin-profile",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing/linkedin/skills/linkedin-profile/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "linkedin",
        "profile"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/linkedin-skills",
      "name": "linkedin-skills",
      "description": "Use when someone wants to grow an organic LinkedIn presence \u2014 a content strategy for a career change or consulting or thought leadership, a rewritten profile or headline, post drafts and hooks, a posting cadence or newsletter plan, connection notes and outreach, a commenting strategy, repurposing an article or talk into posts, or a read on why their reach dropped. Triggers on \"grow my LinkedIn\", \"fix my headline\", \"write a LinkedIn post\", \"what should I post about\", \"LinkedIn strategy\", \"connection request\", \"my reach dropped\". Forks context to route to one of five sub-skills, and refuses automation, scraping, pods, and bulk DMs before any drafting starts.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-25T07:32:30Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-08-25",
        "build_pattern": "Domain orchestrator \u2014 deterministic lane router + policy gate, five managed sub-skills",
        "distinct_from": "marketing-skill/x-twitter-growth (X/Twitter-specific); marketing-skill/social-content (multi-platform calendars); marketing-skill/social-media-analyzer (cross-platform reporting); productivity/andreessen (venture judgement, not audience building)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing/linkedin/skills/linkedin-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing/linkedin/skills/linkedin-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "api",
        "art",
        "linkedin",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/linkedin-strategy",
      "name": "linkedin-strategy",
      "description": "Use when someone needs a LinkedIn plan rather than a post \u2014 content pillars, positioning for a career change or consulting or thought leadership, a sustainable posting cadence, or a newsletter decision. Triggers on \"what should I post about\", \"how often should I post\", \"LinkedIn content strategy\", \"should I start a LinkedIn newsletter\", \"grow my following\", \"90-day plan\". Validates the positioning brief, sizes the week against real hours and refuses a plan that will not survive week five, and gates a newsletter against eligibility and a six-month cadence commitment.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-25T07:32:30Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-08-25"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing/linkedin/skills/linkedin-strategy",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing/linkedin/skills/linkedin-strategy/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "art",
        "linkedin",
        "strategy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/litreview",
      "name": "litreview",
      "description": "Academic literature orientation skill that searches papers via free keyless APIs (PubMed E-utilities + OpenAlex) by default \u2014 with the Consensus MCP as an optional enhancement lane when connected \u2014 builds a strategic search plan using PICO (default) or SPIDER / Decomposition / hybrid as fallbacks, and synthesizes findings into a formatted Word (.docx) research guide. Grill-me intake (research question specificity + framework hint + tentative depth) before the recon search; a second forcing checkpoint after Phase 2 confirms framework + sub-areas + depth before searches consume budget. Configurable depth (5/10/20 queries) controls coverage vs. speed. Output is a 'launching pad' \u2014 an orientation guide that lets a researcher dive in confidently, not a finished review. Use when the user starts literature-oriented research (e.g., 'litreview on [topic]', 'literature review on [topic]', 'I'm starting a literature review on X', 'I'm writing a paper on X', 'help me research X', 'I'm doing research on X', 'can you help me research X'). Do NOT use for single one-off paper searches wanting a quick list \u2014 that's a plain PubMed/OpenAlex (or Consensus) query.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/09-litreview-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "research_pack_convention": "Agent Integrity Rules verbatim per PR #657 audit; sibling of pulse",
        "version": "1.1.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/litreview/skills/litreview",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/litreview/skills/litreview/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "docx",
        "ci",
        "api",
        "mcp",
        "art",
        "litreview"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/llm-cost-optimizer",
      "name": "llm-cost-optimizer",
      "description": "Use proactively whenever LLM API costs come up -- or should. Triggers include: 'my AI costs are too high', 'optimize token usage', 'which model should I use', 'LLM spend is out of control', 'implement prompt caching', 'we're about to launch an AI feature', 'build me an AI endpoint'. Don't wait for an explicit cost complaint -- if someone is building an AI feature, designing an LLM endpoint, or choosing between models, cost architecture belongs in the conversation. Apply immediately when any of these are true: a system prompt appears that exceeds a few hundred tokens, all requests are hitting the same model, max_tokens is not set, or no per-feature cost logging exists. NOT for RAG pipeline design (use rag-architect). NOT for improving prompt quality or effectiveness (use senior-prompt-engineer).",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-01T02:56:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/llm-cost-optimizer/skills/llm-cost-optimizer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/llm-cost-optimizer/skills/llm-cost-optimizer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "design",
        "llm",
        "cost",
        "optimizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 26,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/llm-wiki",
      "name": "llm-wiki",
      "description": "Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests sources, updates entity/concept pages, maintains cross-references, and keeps a synthesis current. Triggers include \"second brain\", \"Obsidian wiki\", \"personal knowledge management\", \"ingest this paper/article/book\", \"build a research wiki\", \"compound knowledge\", \"Memex\", or whenever the user wants knowledge to accumulate across sessions instead of being re-derived by RAG on every query.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/llm-wiki/skills/llm-wiki",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/llm-wiki/skills/llm-wiki/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "art",
        "knowledge",
        "wiki",
        "llm"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/local-seo-manager",
      "name": "local-seo-manager",
      "description": "Manage local SEO for service-area businesses \u2014 appliance repair, HVAC, plumbing, cleaning, and any business that serves customers at their location. Use when the user wants to: audit Google Business Profile, generate neighborhood service area pages, check NAP consistency across directories, create LocalBusiness schema, or write review responses. Triggers: 'local SEO', 'Google Business Profile', 'GBP', 'service area page', 'NAP consistency', 'local citations', 'LocalBusiness schema', 'review responses', 'Google Maps ranking'. NOT for national SEO (use seo-audit). NOT for general schema (use schema-markup). NOT for AI answer-engine visibility (use aeo).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-01T03:09:43Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Stan Varashilov (Steffonet)",
        "category": "marketing",
        "updated": "2026-06-03"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/local-seo-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/local-seo-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "local",
        "seo",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/loop",
      "name": "loop",
      "description": "Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling. Use when the user runs /ar:loop or asks to run an autoresearch experiment continuously on a schedule.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/autoresearch-agent/skills/loop",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/autoresearch-agent/skills/loop/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "loop"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/loop-library",
      "name": "loop-library",
      "description": "Discover, find, compare, audit, repair, adapt, and design repeatable AI-agent loops with explicit triggers, actions, verification, stopping conditions, guardrails, and handoffs. Use when a user asks to analyze a codebase for potential loops, mine coding-thread history for work done more than once, turn repeated engineering work into a loop, find or recommend a published loop, create a recurring agent workflow or automation cadence, turn an outcome into a bounded copy-ready loop, or review an existing loop for weak checks, unsafe authority, unbounded repetition, stale state, or unclear stopping behavior.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-23T02:25:40Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "loop-library",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/loop-library/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "design",
        "loop",
        "library"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 65,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ma-playbook",
      "name": "ma-playbook",
      "description": "M&A strategy for acquiring companies or being acquired. Due diligence, valuation, integration, and deal structure. Use when evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning, or deal negotiation.",
      "provider": "nginity",
      "category": "other",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "ma-strategy",
        "updated": "2026-03-05"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/ma-playbook",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/ma-playbook/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "playbook"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/markdown-html-orchestrator",
      "name": "markdown-html-orchestrator",
      "description": "Use when a user wants to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML \u2014 long-form documents (specs, plans, RFCs, reports, explainers), code reviews with diffs and severity-tagged annotations, or slide decks. Triggers on \"convert this markdown to HTML\", \"make this an HTML file\", \"turn this into an interactive document\", \"render this report as HTML\", \"PR writeup as HTML\", \"slides from this markdown\". Forks context to route to one of three converter sub-skills (md-document, md-review, md-slides) based on a deterministic doctype classifier, after the user has run the design-system onboarding once. Refuses if input is under 100 lines (per Shihipar \u2014 markdown still wins below the threshold) or design-system isn't onboarded. Distinct from Anthropic's official Playground plugin (which is interactive prompt-tuning controls with sliders/knobs/prompt-copy-back) and from marketing/landing/ (which is a landing-page generator).",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "markdown-html/skills/markdown-html-orchestrator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/markdown-html/skills/markdown-html-orchestrator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "document",
        "convert",
        "markdown",
        "html",
        "orchestrator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/market-research",
      "name": "market-research",
      "description": "Use when doing upstream market-research methodology \u2014 sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single unsourced number), planning a survey sample size with finite-population correction and per-segment minimums, or scoring candidate market segments against Kotler's measurable/substantial/accessible/differentiable/actionable criteria. Outputs always show the method and the assumptions. For market-research analysts and product-marketing at the sizing/survey/segmentation moment. Distinct from marketing-skill (campaign analytics, attribution, demand-gen) \u2014 this is the evidence-building methodology, not live-campaign optimization.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T00:54:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research-ops/skills/market-research",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research-ops/skills/market-research/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "market",
        "research"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/marketing-context",
      "name": "marketing-context",
      "description": "Create and maintain the marketing context document that all marketing skills read before starting. Use when the user mentions 'marketing context,' 'brand voice,' 'set up context,' 'target audience,' 'ICP,' 'style guide,' 'who is my customer,' 'positioning,' or wants to avoid repeating foundational information across marketing tasks. Run this at the start of any new project before using other marketing skills.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/marketing-context",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/marketing-context/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "brand",
        "document",
        "marketing",
        "context"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/marketing-demand-acquisition",
      "name": "marketing-demand-acquisition",
      "description": "Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs. Use when planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships. Default calibration profile is a Series A+ B2B SaaS scaling internationally (EU/US/Canada, hybrid PLG/Sales-Led) \u2014 adapt benchmarks for other stages and motions rather than skipping the skill.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T15:24:57Z",
      "metadata": {
        "version": "1.1.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "domain": "demand-generation",
        "updated": "2026-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/marketing-demand-acquisition",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/marketing-demand-acquisition/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "analysis",
        "marketing",
        "demand",
        "acquisition"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/marketing-ideas",
      "name": "marketing-ideas",
      "description": "When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 139 proven marketing approaches organized by category.",
      "provider": "nginity",
      "category": "other",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/marketing-ideas",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/marketing-ideas/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "marketing",
        "ideas"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/marketing-ops",
      "name": "marketing-ops",
      "description": "Central router for the marketing skill ecosystem. Use when unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinating across content, SEO, CRO, channels, and analytics. Also use when the user mentions 'marketing help,' 'campaign plan,' 'what should I do next,' 'marketing priorities,' or 'coordinate marketing.'",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-01T03:04:40Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/marketing-ops",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/marketing-ops/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "marketing",
        "ops"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/marketing-psychology",
      "name": "marketing-psychology",
      "description": "When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.1.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/marketing-psychology",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/marketing-psychology/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "marketing",
        "psychology"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/marketing-skills",
      "name": "marketing-skills",
      "description": "Directory and router for the marketing skills library. Use when you need to find the right marketing skill for a task, see what marketing capabilities exist, or get oriented in this plugin. 44 specialist skills across 8 pods (content, SEO + AEO, CRO, channels, growth, intelligence, sales enablement, ops), 59 stdlib Python tools. Routes to one skill \u2014 it does not execute marketing work itself.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/marketing-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/marketing-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "marketing",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/marketing-strategy-pmm",
      "name": "marketing-strategy-pmm",
      "description": "Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition, market research, launch plans, or sales enablement. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry. Produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/marketing-strategy-pmm",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/marketing-strategy-pmm/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "analysis",
        "marketing",
        "strategy",
        "pmm"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/mcp-server-builder",
      "name": "mcp-server-builder",
      "description": "Design and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of hand-written tool wrappers. Python and TypeScript support, schema validation, safe evolution. Use when exposing an existing API as an MCP server, building tool integrations for Claude or Codex or Cursor, or scaffolding an MCP project from scratch.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T18:24:31Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/mcp-server-builder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/mcp-server-builder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "mcp",
        "design",
        "server",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 76,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/md-document",
      "name": "md-document",
      "description": "Converts long-form markdown (specs, RFCs, reports, plans, explainers) into a single-file, lightly-interactive HTML document with sticky TOC, scrollspy, search filter, code-copy buttons, and design-system-driven brand tokens. Triggers when the markdown-html-orchestrator classifies an input as DOCUMENT, or when invoked directly via /cs:md-document. Reads the design-system config via config_loader.py and inlines the user's 12 derived CSS custom properties; refuses to render if onboarding hasn't run. Single-file output \u2014 Google Fonts + Prism.js CDN are the only externals; no framework runtime, no build step. Use after orchestrator routing or after design-system onboarding is confirmed.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-02T05:58:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "markdown-html/skills/md-document",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/markdown-html/skills/md-document/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "cd",
        "design",
        "brand",
        "document",
        "convert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 86,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/md-review",
      "name": "md-review",
      "description": "Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review \u2014 unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. Triggers when the markdown-html-orchestrator classifies an input as REVIEW, or when invoked directly via /cs:md-review. Refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per WCAG 1.4.1). Use after orchestrator routing.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-03T05:43:45Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "markdown-html/skills/md-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/markdown-html/skills/md-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "document",
        "convert",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 85,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/md-slides",
      "name": "md-slides",
      "description": "Converts a markdown deck (slides separated by `---` HR boundaries or by `# ` H1 headings, with optional `<!-- notes: ... -->` presenter notes blocks) into a single-file HTML presentation with arrow-key / space / PgDn / PgUp / Home / End / P / Esc keyboard navigation, presenter mode (split view with current slide + speaker notes + clock + next-slide preview), URL-hash deep linking, and `@media print` page-per-slide for PDF export. Triggers when the markdown-html-orchestrator classifies an input as SLIDES, or when invoked directly via /cs:md-slides. Reuses md-document's markdown parser for slide-body rendering and reads design-system tokens via config_loader.py. Refuses if input has no clear slide boundaries, produces a 1-slide deck, or `--strict-notes` is on with < 50% notes coverage. Use after orchestrator routing.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-01T02:33:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "markdown-html/skills/md-slides",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/markdown-html/skills/md-slides/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pdf",
        "pr",
        "design",
        "document",
        "convert",
        "slides"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 26,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/mdr-745-specialist",
      "name": "mdr-745-specialist",
      "description": "EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical evaluation, Art. 86 PSUR schedules, and EUDAMED integration. Use when classifying a medical device under MDR, building or gap-checking a technical file, planning clinical evaluation or PMS/PSUR cadence, or preparing for notified body review (e.g., 'what class is my device under MDR', 'review my PSUR schedule').",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/mdr-745-specialist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/mdr-745-specialist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cli",
        "art",
        "document",
        "mdr",
        "745",
        "specialist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/meeting-analyzer",
      "name": "meeting-analyzer",
      "description": "Analyzes meeting transcripts and recordings to surface behavioral patterns, communication anti-patterns, and actionable coaching feedback. Use this skill whenever the user uploads or points to meeting transcripts (.txt, .md, .vtt, .srt, .docx), asks about their communication habits, wants feedback on how they run meetings, requests speaking ratio analysis, mentions filler words or conflict avoidance, or wants to compare their communication across time periods. Also trigger when users mention tools like Granola, Otter, Fireflies, or Zoom transcripts. Even if the user just says \"look at my meetings\" or \"how do I come across in meetings\" \u2014 use this skill.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/meeting-analyzer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/meeting-analyzer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "docx",
        "analysis",
        "meeting",
        "analyzer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/meetings",
      "name": "meetings",
      "description": "Use when someone wants to decide whether a meeting is worth calling, price a meeting in dollars, build a timeboxed agenda with desired outcomes, or turn messy meeting notes into owned action items \u2014 or says \"should this be a meeting\", \"/cs:meeting-prep\", or \"/cs:meeting-actions\". Runs a cost gate (ASYNC / NOT-READY / MEET), builds a decision-first agenda, and extracts an owner + due-date checklist that flags every orphan.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-17T06:17:54Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Path-B discipline skill \u2014 Rogelberg/HBR meeting-science canon + deterministic gate/agenda/extraction scripts",
        "distinct_from": "project-management (team ceremonies + Jira delivery flow; this is personal meeting hygiene); business-operations/internal-comms (org-level communication design; this never auto-sends); productivity/capture (private brain-dump triage; this parses shared meeting notes)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/meetings/skills/meetings",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/meetings/skills/meetings/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "extract",
        "meeting",
        "meetings"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 41,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/memory-engineering",
      "name": "memory-engineering",
      "description": "Use when designing, reviewing, or paying for an agent memory system \u2014 adding memory to an agent, choosing between long-context / RAG / graph / agentic memory, auditing what a CLAUDE.md or memory directory actually holds, deciding what to keep and what to expire, or when a memory store keeps growing and nobody has said what leaves it. Prices the write path, picks which cost to pay, classifies records as facts / skills / logs, and refuses a design that has no forgetting policy.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-09T04:57:43Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Four-lens synthesis (Stanford / Microsoft / Anthropic / Nvidia) + 4 deterministic stdlib scripts, with a blocking forgetting gate",
        "distinct_from": "llm-wiki (maintains one specific markdown vault; this audits and prices any memory system); skillopt-sleep (runs a nightly consolidation loop; this decides whether that loop's output is worth keeping); agent-harness (bounds a task loop; this bounds a store)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/memory-engineering/skills/memory-engineering",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/memory-engineering/skills/memory-engineering/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "memory",
        "engineering"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 18,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/memory-review",
      "name": "memory-review",
      "description": "Analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. Use when the user runs /si:memory-review or asks what has been learned and what should be promoted or pruned.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-08T05:37:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/self-improving-agent/skills/memory-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/self-improving-agent/skills/memory-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "memory",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/memory-status",
      "name": "memory-status",
      "description": "Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations. Use when the user runs /si:memory-status or asks how full or healthy the agent memory is.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-08T05:37:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/self-improving-agent/skills/memory-status",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/self-improving-agent/skills/memory-status/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "memory",
        "status"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/merge",
      "name": "merge",
      "description": "Merge the winning agent's branch into base, archive losers, and clean up worktrees. Use when the user runs /hub:merge or asks to land the winning AgentHub result and tidy the session.",
      "provider": "nginity",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/merge",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/merge/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "merge"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/migrate",
      "name": "migrate",
      "description": "Migrate from Cypress or Selenium to Playwright. Use when user mentions \"cypress\", \"selenium\", \"migrate tests\", \"convert tests\", \"switch to playwright\", \"move from cypress\", or \"replace selenium\".",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/migrate",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/migrate/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "convert",
        "migrate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/migration-architect",
      "name": "migration-architect",
      "description": "Zero-downtime migration planning, compatibility validation, and rollback strategy generation. Tools for system, database, and infrastructure migrations with minimal business impact. Use when planning a database migration, infrastructure cutover, system replacement, or any high-risk transition that needs explicit rollback paths.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/migration-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/migration-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "migration",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/minimalist",
      "name": "minimalist",
      "description": "Use when the user asks to write code efficiently, avoid over-engineering, reduce dependencies, or prevent unnecessary abstractions. Enforces a strict efficiency ladder: YAGNI, reuse, stdlib, native platform, existing deps \u2014 before writing any new code.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-06T07:35:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/minimalist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/minimalist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "minimalist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/monorepo-navigator",
      "name": "monorepo-navigator",
      "description": "Navigate, manage, and optimize monorepos. Covers Turborepo, Nx, pnpm workspaces, and Lerna. Cross-package impact analysis, selective builds/tests on affected packages, remote caching, dependency graph visualization, and structured multi-repo to monorepo migrations. Use when setting up a new monorepo, optimizing CI for a large workspace, debugging cross-package dependency issues, or planning a multi-repo consolidation.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/monorepo-navigator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/monorepo-navigator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "test",
        "visual",
        "analysis",
        "monorepo",
        "navigator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ms365-tenant-manager",
      "name": "ms365-tenant-manager",
      "description": "Microsoft 365 tenant administration for Global Administrators. Automate M365 tenant setup, Office 365 admin tasks, Azure AD user management, Exchange Online configuration, Teams administration, and security policies. Generate PowerShell scripts for bulk operations, Conditional Access policies, license management, and compliance reporting. Use for M365 tenant manager, Office 365 admin, Azure AD users, Global Administrator, tenant configuration, or Microsoft 365 automation.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/ms365-tenant-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/ms365-tenant-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "ms365",
        "tenant",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/named-persona-adversarial-review",
      "name": "named-persona-adversarial-review",
      "description": "Code review through the lens of real engineers' documented philosophies (Torvalds, Thompson, Carmack, Kent Beck, Jobs, Cagan). Complements abstract-role adversarial review with named, sourced perspectives. Use when automated review findings feel generic, when a PR has architectural or UX impact, or when the author wants pre-submit hardening beyond standard checks.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-01T01:05:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/named-persona-adversarial-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/named-persona-adversarial-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "named",
        "persona",
        "adversarial",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 57,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/notebooklm",
      "name": "notebooklm",
      "description": "Browser automation skill for controlling Google's NotebookLM. Use when the user wants anything done in NotebookLM (e.g., 'open NotebookLM', 'check my [name] notebook', 'ask my notebook about X', 'add [source] to NotebookLM', 'generate a Video Overview from my notebook', 'use NotebookLM Studio'). Handles reading and querying notebooks, adding sources (URLs, text, files, YouTube links, synthesized content), generating Studio outputs (Audio/Video Overviews, Mind Maps, Reports incl. Briefing Doc/Study Guide/FAQ, Flashcards, Quiz, slide decks, infographics \u2014 discover the exact set from the live Studio panel; the UI evolves fast), and creating new notebooks. Requires browser automation environment \u2014 fails gracefully when unavailable.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/03-notebooklm-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "shape": "browser-automation (distinct from research-pack convention)",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/notebooklm/skills/notebooklm",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/notebooklm/skills/notebooklm/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "faq",
        "notebooklm"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/observability-designer",
      "name": "observability-designer",
      "description": "Design production-ready observability strategies combining metrics, logs, and traces. Includes SLI/SLO design, golden-signals monitoring, alert optimization. Use when adding observability to a new service, refactoring alerting that is too noisy, or designing an SLO program before scaling production load.",
      "provider": "nginity",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/observability-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/observability-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "design",
        "observability",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/office-hours",
      "name": "office-hours",
      "description": "/cs:office-hours <topic> \u2014 YC-style 6-question founder interrogation before any advice. Forces clarity on problem, customer, distribution, defensibility, capital, and founder fit. Use when a founder question is too vague to route \u2014 e.g. 'should we grow faster?' \u2014 or before drafting a strategy brief.",
      "provider": "nginity",
      "category": "integrations",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/office-hours",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/office-hours/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "office",
        "hours"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/onboard",
      "name": "onboard",
      "description": "/cs:onboard \u2014 Founder interview that populates ~/.claude/company-context.md using the canonical 7-dimension cs-onboard schema. The first command to run when starting with c-level-agents. Use when setting up the virtual C-suite for a new company, or when advisors lack company context \u2014 e.g. before a first /cs:boardroom or after a fundraise changes the numbers.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/onboard",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/onboard/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "onboard"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/onboarding-cro",
      "name": "onboarding-cro",
      "description": "When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" or \"new user experience.\" For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/onboarding-cro",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/onboarding-cro/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "email",
        "onboarding",
        "cro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/org-health-diagnostic",
      "name": "org-health-diagnostic",
      "description": "Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommendations. Use when assessing overall company health, preparing for board reviews, identifying at-risk functions, or when user mentions org health, health check, or health dashboard.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "organizational-health",
        "updated": "2026-03-05",
        "python-tools": "health_scorer.py",
        "frameworks": "health-benchmarks"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/org-health-diagnostic",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/org-health-diagnostic/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "org",
        "health",
        "diagnostic"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/page-cro",
      "name": "page-cro",
      "description": "When the user wants to optimize, improve, or increase conversions on any marketing page \u2014 including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says \"CRO,\" \"conversion rate optimization,\" \"this page isn't converting,\" \"improve conversions,\" or \"why isn't this page working.\" For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/page-cro",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/page-cro/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "convert",
        "page",
        "cro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/paid-ads",
      "name": "paid-ads",
      "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ad copy,' 'ad creative,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' or 'audience targeting.' This skill covers campaign strategy, ad creation, audience targeting, and optimization.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/paid-ads",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/paid-ads/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "paid",
        "ads"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/partnerships-architect",
      "name": "partnerships-architect",
      "description": "Use when a startup is approached by a prospective partner and someone has to decide should we sign this partner, at what partner tier (referral / reseller / OEM / SI-consulting / strategic alliance), with what joint GTM commitment, and at what revshare. Classifies partner tier from independent-demand evidence vs. preferential-terms hunting, designs a 90-day joint GTM plan, models revshare against direct-sale margin, and surfaces kill criteria for unwinding under-performing partnerships. For Head of Partnerships, Head of BD, and Founder-CEOs doing reseller agreement, OEM deal, or strategic alliance review \u2014 not technical sale enablement, not channel cost economics, not M&A.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/partnerships-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/partnerships-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "art",
        "partnerships",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/patent",
      "name": "patent",
      "description": "Patent prior-art and landscape intelligence skill \u2014 not generic patent help. Commits to one of five sub-use-cases via forcing intake (novelty search / freedom-to-operate / competitive landscape / acquisition diligence / litigation prior-art) before any search runs. Searches Google Patents, Espacenet, USPTO, and optionally Lens.org for citation-graph signals. Output is an editable Word document (.docx) with verdict, ranked closest art (claim-text extracted), CPC-class-aware landscape, family-resolved hits, geographic coverage, FTO flags where applicable, strategy recommendations, and full audit log. Use when the user asks for patent searching or analysis (e.g., 'prior art search for [invention]', 'freedom to operate analysis for [product]'). Produces search signal, not legal advice \u2014 always recommends consulting a patent attorney before filing or licensing decisions. Trademark, copyright, and trade-secret questions are out of scope.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/11-patent-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "research_pack_convention": "Agent Integrity Rules verbatim per PR #657 audit; sub-use-case routing variant",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/patent/skills/patent",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/patent/skills/patent/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "docx",
        "pr",
        "ci",
        "art",
        "document",
        "extract",
        "analysis",
        "patent"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/paywall-upgrade-cro",
      "name": "paywall-upgrade-cro",
      "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" or \"in-app pricing.\" Distinct from public pricing pages (see page-cro) \u2014 this skill focuses on in-product upgrade moments where the user has already experienced value.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-11T13:14:31Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/paywall-upgrade-cro",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/paywall-upgrade-cro/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "convert",
        "paywall",
        "upgrade",
        "cro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 108,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/performance-profiler",
      "name": "performance-profiler",
      "description": "Systematic performance profiling for Node.js, Python, and Go applications. Identifies CPU, memory, and I/O bottlenecks, generates flamegraphs, analyzes bundle sizes, optimizes database queries, runs load tests with k6 and Artillery. Always measures before and after. Use when investigating a slow endpoint, planning a performance budget, or hunting a memory leak in production.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-12T05:21:35Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/performance-profiler",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/performance-profiler/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "art",
        "performance",
        "profiler"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 76,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/playwright-pro",
      "name": "playwright-pro",
      "description": "Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, CI/CD testing, or test suites. Generate tests, fix flaky failures, migrate from Cypress/Selenium, sync with TestRail, run on BrowserStack. 55 templates, 3 agents, smart reporting.",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T20:21:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/pw",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/pw/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "cd",
        "test",
        "art",
        "playwright",
        "pro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/pm-skills",
      "name": "pm-skills",
      "description": "Use when coordinating project-delivery work across the 8 project-management sub-skills \u2014 sprint/velocity analytics, portfolio health, Jira/JQL, Confluence, Atlassian admin, templates, meeting analysis, team comms. Triggers on 'our sprints feel off', 'project health report', 'audit our Jira permissions', 'when will it be done', 'run the delivery loop'. Forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a full goal\u2192plan\u2192execute\u2192verify\u2192close delivery loop through the repo-wide agent-harness with Jira MCP data bridged into the domain's analytics tools. Distinct from product-team (what to build vs how to deliver it), business-operations (internal ops), and engineering/agent-harness (the generic loop engine this orchestrator plugs into).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-03T13:19:53Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/pm-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/pm-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "mcp",
        "analysis",
        "meeting",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 55,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/popup-cro",
      "name": "popup-cro",
      "description": "When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" or \"overlay.\" For forms outside of popups, see form-cro. For general page conversion optimization, see page-cro.",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/popup-cro",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/popup-cro/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "email",
        "popup",
        "cro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/post-mortem",
      "name": "post-mortem",
      "description": "/cs:post-mortem <decision> \u2014 Honest retrospective on an executed decision, scored against original assumptions and dissent. Closes the strategic sprint loop. Use when a decision hits its 90-day review checkpoint or its kill criteria trigger \u2014 e.g. scoring last quarter's pricing change against its pre-committed success metrics.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/post-mortem",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/post-mortem/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "post",
        "mortem"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/postmortem",
      "name": "postmortem",
      "description": "/em:postmortem \u2014 Honest analysis of what went wrong. Use after a failed launch, missed quarter, or bad hire to run a blameless 5-Whys retrospective with a change register \u2014 e.g. dissecting why the Q3 release slipped six weeks.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/executive-mentor/skills/postmortem",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/executive-mentor/skills/postmortem/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "analysis",
        "postmortem"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/pr-review-expert",
      "name": "pr-review-expert",
      "description": "Use when the user asks to review pull requests, analyze code changes, check for security issues in PRs, or assess code quality of diffs.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:34:13Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/pr-review-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/pr-review-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "review",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/pricing-strategist",
      "name": "pricing-strategist",
      "description": "Use when designing or revisiting product pricing \u2014 selecting a pricing model (subscription seat-based, usage-based, value-based, freemium, or hybrid), running Van Westendorp Price Sensitivity Meter analysis on WTP survey data, or designing Good/Better/Best packaging tiers. Recommends a model and a price range with trade-offs, never a single number. For Commercial leads, Product Marketing, and CMOs at the pricing-design moment \u2014 not deal-by-deal discounting, not brand positioning.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/pricing-strategist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/pricing-strategist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "brand",
        "analysis",
        "pricing",
        "strategist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/pricing-strategy",
      "name": "pricing-strategy",
      "description": "Design, optimize, and communicate SaaS pricing \u2014 tier structure, value metrics, pricing pages, and price increase strategy. Use when building a pricing model from scratch, redesigning existing pricing, planning a price increase, or improving a pricing page. Trigger keywords: pricing tiers, pricing page, price increase, packaging, value metric, per seat pricing, usage-based pricing, freemium, good-better-best, pricing strategy, monetization, pricing page conversion, Van Westendorp. NOT for broader product strategy \u2014 use product-strategist for that. NOT for customer success or renewals \u2014 use customer-success-manager for expansion revenue.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/pricing-strategy",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/pricing-strategy/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "pricing",
        "strategy"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/process-mapper",
      "name": "process-mapper",
      "description": "Use when a BizOps lead, COO, or process-improvement owner needs to document an end-to-end business process (procurement, employee onboarding, incident handoff, customer-onboarding, claims adjudication) in BPMN-style notation, measure cycle times by stage, surface where work spends most of its time waiting vs. being worked, and quantify the gap between processing time and total elapsed time. Pairs Lean / Six Sigma / Theory-of-Constraints canon with deterministic stdlib-only Python tools to produce a process map, a ranked bottleneck list (with severity + root-cause hypothesis), and a cycle-time analysis (P50, P90, value-add ratio, Little's-Law throughput). Distinct from sales-pipeline, system-reliability (SLO), and strategic-OKR work \u2014 this is tactical process documentation for internal operations.",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-operations/skills/process-mapper",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-operations/skills/process-mapper/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "document",
        "analysis",
        "process",
        "mapper"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/procurement-optimizer",
      "name": "procurement-optimizer",
      "description": "Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base \u2014 when the user needs a spend audit, spend categorization (UNSPSC-aligned with Pareto breakdown and industry profiles), purchasing-cycle analysis (bottleneck categories per Goldratt's Theory of Constraints), or risk-balanced supplier consolidation that refuses single-source recommendations for tier-1 categories without a documented break-glass plan. Triggers on \"spend audit\", \"SaaS audit\", \"spend categorization\", \"supplier rationalization\", \"supplier consolidation\", \"category strategy\", \"duplicate SaaS\", \"renewal cluster\".",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-operations/skills/procurement-optimizer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-operations/skills/procurement-optimizer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "document",
        "analysis",
        "procurement",
        "optimizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/product-analytics",
      "name": "product-analytics",
      "description": "Use when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/product-analytics",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/product-analytics/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "product",
        "analytics"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/product-discovery",
      "name": "product-discovery",
      "description": "Use when validating product opportunities, mapping assumptions, planning discovery sprints, or testing problem-solution fit before committing delivery resources.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/product-discovery",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/product-discovery/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "product",
        "discovery"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/product-manager-toolkit",
      "name": "product-manager-toolkit",
      "description": "Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing requirement documentation, or developing product strategy.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/product-manager-toolkit",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/product-manager-toolkit/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "document",
        "analysis",
        "product",
        "manager",
        "toolkit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/product-research",
      "name": "product-research",
      "description": "Use when planning and synthesizing product/user research as a method-and-repository discipline \u2014 selecting the right method for the goal (generative interviews vs usability test vs concept test vs validation), computing method-based saturation/sample size with an explicit confidence level, or synthesizing coded observations into insights while flagging single-source anecdotes. Never fabricates user insight; an insight requires recurrence across independent participants. Distinct from product-team/ux-researcher-designer (persona/journey artifacts), product-discovery (discovery-sprint planning), and experiment-designer (live A/B) \u2014 this is the research-ops method + insight-repository layer.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T00:54:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research-ops/skills/product-research",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research-ops/skills/product-research/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "cd",
        "test",
        "design",
        "art",
        "product",
        "research"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/product-skills",
      "name": "product-skills",
      "description": "Use when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, SaaS scaffolding) or the 4 standalone product-team plugins (user stories, Apple HIG, code-to-PRD, research summarizer). Triggers on 'help me prioritize', 'plan a product experiment', 'we ship features nobody uses', 'run the discovery loop', 'is our OST sound'. Forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a continuous-discovery loop (Torres cadence tracker + OST linter as machine gates) or a full goal\u2192plan\u2192execute\u2192verify\u2192close run through the repo-wide agent-harness. Distinct from project-management (how to deliver vs what to build), marketing/landing (from-scratch pages), and engineering/agent-harness (the generic loop engine this orchestrator plugs into).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-03T13:19:53Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/product-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/product-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "lint",
        "design",
        "product",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 55,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/product-strategist",
      "name": "product-strategist",
      "description": "Strategic product leadership toolkit for Head of Product covering OKR cascade generation, quarterly planning, competitive landscape analysis, product vision documents, and team scaling proposals. Use when creating quarterly OKR documents, defining product goals or KPIs, building product roadmaps, running competitive analysis, drafting team structure or hiring plans, aligning product strategy across engineering and design, or generating cascaded goal hierarchies from company to team level.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/product-strategist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/product-strategist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "design",
        "art",
        "document",
        "analysis",
        "product",
        "strategist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/programmatic-seo",
      "name": "programmatic-seo",
      "description": "When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions \"programmatic SEO,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"integration pages,\" or \"building many pages for SEO.\" For auditing existing SEO issues, see seo-audit.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/programmatic-seo",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/programmatic-seo/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "programmatic",
        "seo"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/promote",
      "name": "promote",
      "description": "Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement. Use when the user runs /si:promote or asks to make a learned behavior permanent.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/self-improving-agent/skills/promote",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/self-improving-agent/skills/promote/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "promote"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/prompt-engineer-toolkit",
      "name": "prompt-engineer-toolkit",
      "description": "Turns marketing prompts into tested, versioned production assets: A/B prompt evaluation against structured test cases, immutable prompt version history with diffs, ready-to-use marketing prompt templates (ad copy, email campaigns, social posts, landing pages, SEO meta), and an LLM-governance playbook for marketing teams (claim discipline, disclosure rules, human-review gates). Use when a marketing team relies on AI-generated content and needs prompt quality to be measurable and safe \u2014 or when the user mentions 'prompt engineering,' 'improve my prompts,' 'prompt templates,' 'prompt versioning,' 'AI content workflow,' or 'AI governance for marketing.'",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/prompt-engineer-toolkit",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/prompt-engineer-toolkit/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "email",
        "prompt",
        "engineer",
        "toolkit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/prompt-governance",
      "name": "prompt-governance",
      "description": "Use when managing prompts in production at scale: versioning prompts, running A/B tests on prompts, building prompt registries, preventing prompt regressions, or creating eval pipelines for production AI features. Triggers: 'manage prompts in production', 'prompt versioning', 'prompt regression', 'prompt A/B test', 'prompt registry', 'eval pipeline'. NOT for writing or improving individual prompts (use senior-prompt-engineer). NOT for RAG pipeline design (use rag-architect). NOT for LLM cost reduction (use llm-cost-optimizer).",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-01T02:56:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/prompt-governance/skills/prompt-governance",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/prompt-governance/skills/prompt-governance/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "design",
        "prompt",
        "governance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 26,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/pulse",
      "name": "pulse",
      "description": "Multi-source recency research skill that takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter within a configurable recent window (default 30 days). Forcing intake clarifies topic specificity, angle (trend/sentiment/problems/opportunities/comparison), time window, and platform scope before searching. Returns a synthesized briefing with citations, engagement metrics, and cross-platform pattern analysis. Use when the user requests multi-source recency intelligence on a topic (e.g., 'pulse on [topic]', 'what's happening with [topic]', 'what are people saying about [topic]', 'current conversation about [topic]', 'take the pulse of [topic]', 'trending: [topic]', 'find me info on [topic]'), and for competitor research, trend discovery, tool comparisons, and audience sentiment analysis.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:56:15Z",
      "metadata": {
        "source_spec": "megaprompts/01-pulse-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "research_pack_convention": "Agent Integrity Rules block preserved verbatim per PR #657 audit",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/pulse/skills/pulse",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/pulse/skills/pulse/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "pulse"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/pw-init",
      "name": "pw-init",
      "description": "Set up Playwright in a project. Use when user says \"set up playwright\", \"add e2e tests\", \"configure playwright\", \"testing setup\", \"init playwright\", or \"add test infrastructure\".",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/pw-init",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/pw-init/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "init"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/pw-review",
      "name": "pw-review",
      "description": "Review Playwright tests for quality. Use when user says \"review tests\", \"check test quality\", \"audit tests\", \"improve tests\", \"test code review\", or \"playwright best practices check\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/pw-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/pw-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/qms-audit-expert",
      "name": "qms-audit-expert",
      "description": "ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use when planning internal audits, executing audits, classifying findings, preparing for external audits, or managing an audit program.",
      "provider": "nginity",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/qms-audit-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/qms-audit-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "qms",
        "audit",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/quality-documentation-manager",
      "name": "quality-documentation-manager",
      "description": "Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use when working on document control procedures, change control workflows, document numbering, version management, electronic signature compliance, or regulatory documentation review.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T16:04:36Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/quality-documentation-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/quality-documentation-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "document",
        "quality",
        "documentation",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/quality-manager-qmr",
      "name": "quality-manager-qmr",
      "description": "Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2. Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality, or exercising QMR governance and regulatory oversight responsibilities.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T15:59:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/quality-manager-qmr",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/quality-manager-qmr/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "quality",
        "manager",
        "qmr"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/quality-manager-qms-iso13485",
      "name": "quality-manager-qms-iso13485",
      "description": "ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T15:59:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/quality-manager-qms-iso13485",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/quality-manager-qms-iso13485/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "document",
        "quality",
        "manager",
        "qms",
        "iso13485"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ra-qm-skills",
      "name": "ra-qm-skills",
      "description": "Router/index for the 15 regulatory & quality-management skills bundled in this plugin (ISO 13485 QMS, EU MDR 2017/745, FDA submissions under QMSR, ISO 14971 risk, CAPA, document control, ISO 27001/ISMS, ISO 42001 AIMS, EU AI Act, GDPR/DSGVO, SOC 2, auditing). Use when a compliance request doesn't obviously match one skill and you need to pick the right one (e.g., 'prepare us for an ISO 13485 audit', 'is my AI system high-risk under the AI Act').",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/ra-qm-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/ra-qm-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/rag-architect",
      "name": "rag-architect",
      "description": "Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, NDCG). Examples: 'design a RAG system for our docs', 'what chunk size should I use for this corpus', 'evaluate my retriever against ground truth'. NOT for general LLM cost tuning (use llm-cost-optimizer) or agent loops over retrieval (use agenthub).",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/rag-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/rag-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "rag",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/red-team",
      "name": "red-team",
      "description": "Use when planning or executing authorized red team engagements, attack path analysis, or offensive security simulations. Covers MITRE ATT&CK kill-chain planning, technique scoring, choke point identification, OPSEC risk assessment, and crown jewel targeting.",
      "provider": "nginity",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/red-team",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/red-team/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "analysis",
        "red",
        "team"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/referral-program",
      "name": "referral-program",
      "description": "When the user wants to design, launch, or optimize a referral or affiliate program. Use when they mention 'referral program,' 'affiliate program,' 'word of mouth,' 'refer a friend,' 'incentive program,' 'customer referrals,' 'brand ambassador,' 'partner program,' 'referral link,' or 'growth through referrals.' Covers program mechanics, incentive design, and optimization \u2014 not just the idea of referrals but the actual system.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/referral-program",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/referral-program/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "art",
        "brand",
        "referral",
        "program"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/reflect",
      "name": "reflect",
      "description": "Mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias. Use when the user says 'reflect', 'take a step back', 'step back', 'zoom out', 'are we missing something', 'bigger picture', 'sanity check this', 'are we on track', 'are we overthinking this', 'forest for the trees', or any variation signaling intent to break out of detail-mode and reassess. Also trigger when the conversation has gone deep on implementation details without strategic check-in, or when the user shows signs of being stuck \u2014 that's often a signal the framing needs a reset, not more detail work. Intentionally low-intake: runs the 5-dimension analysis immediately when prior context is rich enough; asks one forcing clarifier only when invocation context is too thin to reassess from.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/02-reflect-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/reflect/skills/reflect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/reflect/skills/reflect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "reflect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/regulatory-affairs-head",
      "name": "regulatory-affairs-head",
      "description": "Senior Regulatory Affairs Manager for HealthTech and MedTech companies. Prepares FDA 510(k), De Novo, and PMA submission packages; analyzes regulatory pathways for new medical devices; drafts responses to FDA deficiency letters and Notified Body queries; develops CE marking technical documentation under EU MDR 2017/745; coordinates multi-market approval strategies across FDA, EU, Health Canada, PMDA, and NMPA; and maintains regulatory intelligence on evolving standards. Use when users need to plan or execute FDA submissions, navigate 510(k) or PMA approval processes, achieve CE marking, prepare pre-submission meeting materials, write regulatory strategy documents, respond to agency queries, or manage compliance documentation for medical device market access.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/regulatory-affairs-head",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/regulatory-affairs-head/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "meeting",
        "regulatory",
        "affairs",
        "head"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/remember",
      "name": "remember",
      "description": "Explicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too important to rely on auto-capture.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-08T05:37:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/self-improving-agent/skills/remember",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/self-improving-agent/skills/remember/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "ci",
        "knowledge",
        "remember"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "github/remember",
          "provider": "github",
          "similarity": 0.47
        }
      ]
    },
    {
      "id": "nginity/report",
      "name": "report",
      "description": "Generate test report. Use when user says \"test report\", \"results summary\", \"test status\", \"show results\", \"test dashboard\", or \"how did tests go\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-09T14:54:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/report",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/report/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "report"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 171,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/research",
      "name": "research",
      "description": "Default entry point for any research request \u2014 a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus for course reading, patent for prior-art + IP landscape, dossier for entity research, deepread for evidence-first reading of supplied documents) or runs its own plan-decompose-multi-source-search-synthesize-cite fallback workflow when no specialist matches. Always surfaces the routing decision so users can override. Use when the user makes any research request that doesn't obviously match a more-specific specialist skill (e.g., \"research [topic]\", \"look into [topic]\", \"what do we know about [topic]\", \"investigate [topic]\", \"find me information on [topic]\", \"do some research on [topic]\", \"I need to understand [topic]\"). Output is a markdown briefing (default) or .docx document (on request) with full citations and an audit log.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T09:01:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/research/skills/research",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/research/skills/research/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "docx",
        "pr",
        "ci",
        "art",
        "document",
        "research"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/research-finance",
      "name": "research-finance",
      "description": "Use when managing the money for an internal R&D program or portfolio \u2014 building a multi-period program budget with the F&A (indirect) split, tracking burn rate and runway against value-inflection milestones, or routing R&D cost items to a capitalize-vs-expense determination. Every budget output surfaces its assumptions block; capitalize-vs-expense is decision-support only and routes to a named finance owner \u2014 it never books an entry or decides accounting treatment. Distinct from finance/financial-analysis (corporate DCF, close, valuation) and research/grants (funding discovery \u2014 this manages money already won).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T00:54:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research-ops/skills/research-finance",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research-ops/skills/research-finance/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "api",
        "analysis",
        "research",
        "finance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/research-ops-skills",
      "name": "research-ops-skills",
      "description": "Use when planning, funding, scoping, or synthesizing enterprise research across workstreams \u2014 clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on \"design this clinical study\", \"what sample size\", \"R&D budget\", \"burn rate\", \"capitalize or expense\", \"TAM SAM SOM\", \"market sizing\", \"survey design\", \"segment the market\", \"plan user interviews\", \"usability test\", \"synthesize research insights\". Forks context to route to one of four Research-Operations sub-skills (clinical-research, research-finance, market-research, product-research) and returns a digest. Distinct from ra-qm-team (regulatory submission), finance (corporate close/valuation), research/grants (funding discovery), product-team (persona/journey/live experiments), and marketing-skill (campaign analytics).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research-ops/skills/research-ops-skills",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research-ops/skills/research-ops-skills/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "api",
        "cli",
        "design",
        "research",
        "ops",
        "skills"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/research-summarizer",
      "name": "research-summarizer",
      "description": "Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted citations. Use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. Plugin for Claude Code, Codex, Gemini CLI, and OpenClaw.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "product",
        "updated": "2026-03-16"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/research-summarizer/skills/research-summarizer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/research-summarizer/skills/research-summarizer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cli",
        "art",
        "document",
        "extract",
        "research",
        "summarizer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/revenue-operations",
      "name": "revenue-operations",
      "description": "Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization. Use when analyzing sales pipeline coverage, forecasting revenue, evaluating go-to-market performance, reviewing sales metrics, assessing pipeline analysis, tracking forecast accuracy with MAPE, calculating GTM efficiency, or measuring sales efficiency and unit economics for SaaS teams.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-growth/skills/revenue-operations",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-growth/skills/revenue-operations/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "analysis",
        "revenue",
        "operations"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/rfp-responder",
      "name": "rfp-responder",
      "description": "Use when an RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response \u2014 parsing multi-section buyer-dictated requirements (MANDATORY vs WEIGHTED vs NICE-TO-HAVE), building a Shipley-method proof-point matrix mapping each requirement to a verifiable proof point, articulating 3-5 win-themes that ladder up across requirements, and producing a Shipley-derived winrate estimate that informs a bid / no-bid / partner-bid recommendation. For Bid Managers, Proposal Leads, Directors of Sales, and Sales Engineers at the response-strategy moment. Surfaces GAP requirements explicitly \u2014 never invents claims. NOT free-form proposal narrative authoring, NOT contract redline, NOT marketing collateral.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-19T04:03:09Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "commercial/skills/rfp-responder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/commercial/skills/rfp-responder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "art",
        "rfp",
        "responder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 100,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/risk-management-specialist",
      "name": "risk-management-specialist",
      "description": "Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/risk-management-specialist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/risk-management-specialist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "analysis",
        "risk",
        "management",
        "specialist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/roadmap-communicator",
      "name": "roadmap-communicator",
      "description": "Use when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/roadmap-communicator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/roadmap-communicator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "roadmap",
        "communicator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/roast",
      "name": "roast",
      "description": "Use when someone asks to roast an idea, pressure-test or stress-test an idea, validate a business idea, \"convene the panel\", get a brutal second opinion before building something, or says \"/roast\". Spins up a 5-angle panel (Critic, Champion, Analyst, Investigator, Customer) that attacks the idea from every angle, then a Judge returns one GO / RESHAPE / KILL verdict with the cheapest test to de-risk it.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-26T10:03:46Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Path-B persona skill \u2014 adversarial panel + deterministic verdict tools",
        "distinct_from": "andreessen (single market-first lens, not a panel); c-level boardroom (enterprise C-suite pipeline requiring company-context onboarding); grill-me (interrogates, no verdict)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/roast/skills/roast",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/roast/skills/roast/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "test",
        "roast"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 62,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/run",
      "name": "run",
      "description": "One-shot lifecycle command that chains init \u2192 baseline \u2192 spawn \u2192 eval \u2192 merge in a single invocation. Use when the user runs /hub:run or asks to execute a full AgentHub competition end-to-end.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/run",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/run/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "merge",
        "run"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/run",
          "provider": "nginity",
          "similarity": 0.14
        }
      ]
    },
    {
      "id": "nginity/run",
      "name": "run",
      "description": "Run a single experiment iteration. Edit the target file, evaluate, keep or discard. Use when the user runs /ar:run or asks for one manual autoresearch iteration.",
      "provider": "nginity",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/autoresearch-agent/skills/run",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/autoresearch-agent/skills/run/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "run"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/run",
          "provider": "nginity",
          "similarity": 0.14
        }
      ]
    },
    {
      "id": "nginity/run-without-you",
      "name": "run-without-you",
      "description": "Phase 4 of building a Claude Managed Agent \u2014 make it run without you. Turn a graded agent into a recurring scheduled deployment (POSIX-cron), an event-driven curl trigger, or confirmed on-demand use, then finalize the versioned roadmap. Use when the user says \"run it every morning\", \"put it on a schedule\", \"nightly\", \"weekly\", \"automate this\", \"make it recurring\", or when the orchestrator routes phase=run-without-you. deployment_builder.py builds the POST /v1/deployments payload (initial_events must include user.message; optionally nests a user.define_outcome so each firing self-grades); cron_validator.py validates the 5-field cron + IANA timezone and prints the wall-clock DST note; next_directions_writer.py writes NEXT-DIRECTIONS.md. No tool makes API calls \u2014 the deployment is created via BYOK curl. Distinct from grade-iterate (the in-session loop) and wrap-up (closeout).",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T17:29:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "agent-launcher/skills/run-without-you",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/agent-launcher/skills/run-without-you/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "run",
        "without",
        "you"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/runbook-generator",
      "name": "runbook-generator",
      "description": "Generate operational runbooks from a service name \u2014 deployment, incident response, maintenance, and rollback workflows. Templated structure customizable per environment. Use when documenting on-call procedures for a new service, standardizing incident response across teams, or producing runbooks before launching to production.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T04:52:51Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/runbook-generator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/runbook-generator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "document",
        "runbook",
        "generator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/saas-metrics-coach",
      "name": "saas-metrics-coach",
      "description": "SaaS financial health advisor. Use when a user shares revenue or customer numbers, or mentions ARR, MRR, churn, LTV, CAC, NRR, or asks how their SaaS business is doing.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Abbas Mir",
        "category": "finance",
        "updated": "2026-03-08"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "finance/skills/saas-metrics-coach",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/finance/skills/saas-metrics-coach/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "saas",
        "metrics",
        "coach"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/saas-scaffolder",
      "name": "saas-scaffolder",
      "description": "Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dashboard using Next.js 14+ App Router, TypeScript, Tailwind CSS, shadcn/ui, Drizzle ORM, and Stripe. Use when the user wants to create a new SaaS app, start a subscription-based web project, scaffold a Next.js application, or mentions terms like starter template, boilerplate, new project, or wiring up auth and payments.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/saas-scaffolder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/saas-scaffolder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "art",
        "saas",
        "scaffolder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/sales-engineer",
      "name": "sales-engineer",
      "description": "Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering. Use when responding to RFPs, bids, or proposal requests; comparing product features against competitors; planning or scoring a customer POC or sales demo; preparing a technical proposal; or performing win/loss competitor analysis. Handles tasks described as 'RFP response', 'bid response', 'proposal response', 'competitor comparison', 'feature matrix', 'POC planning', 'sales demo prep', or 'pre-sales engineering'.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-growth/skills/sales-engineer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-growth/skills/sales-engineer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "analysis",
        "sales",
        "engineer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/sample-text-processor",
      "name": "sample-text-processor",
      "description": "Reference BASIC-tier skill used as a fixture by skill-tester. Counts words and characters and applies basic text transformations. Use when validating skill-tester itself or when you need a minimal, known-good skill layout to copy. Not a production skill.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-01T02:50:17Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/skill-tester/assets/sample-skill",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/skill-tester/assets/sample-skill/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "test",
        "sample",
        "text",
        "processor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 26,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/scenario-war-room",
      "name": "scenario-war-room",
      "description": "Cross-functional what-if modeling for cascading multi-variable scenarios. Unlike single-assumption stress testing, this models compound adversity across all business functions simultaneously. Use when facing complex risk scenarios, strategic decisions with major downside, or when the user asks 'what if X AND Y both happen?'",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "strategic-planning",
        "updated": "2026-03-05",
        "python-tools": "scenario_modeler.py",
        "frameworks": "scenario-planning"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/scenario-war-room",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/scenario-war-room/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "test",
        "scenario",
        "war",
        "room"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/schema-markup",
      "name": "schema-markup",
      "description": "When the user wants to implement, audit, or validate structured data (schema markup) on their website. Use when the user mentions 'structured data,' 'schema.org,' 'JSON-LD,' 'rich results,' 'rich snippets,' 'schema markup,' 'FAQ schema,' 'Product schema,' 'HowTo schema,' or 'structured data errors in Search Console.' Also use when someone asks why their content isn't showing rich results or wants to improve AI search visibility. NOT for general SEO audits (use seo-audit) or technical SEO crawl issues (use site-architecture).",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/schema-markup",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/schema-markup/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "faq",
        "schema",
        "markup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/scrum-master",
      "name": "scrum-master",
      "description": "Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams.",
      "provider": "nginity",
      "category": "data",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-13T14:14:45Z",
      "metadata": {
        "version": "2.0.0",
        "author": "Alireza Rezvani",
        "category": "project-management",
        "domain": "agile-development",
        "updated": "2026-02-15",
        "python-tools": "velocity_analyzer.py, sprint_health_scorer.py, retrospective_analyzer.py",
        "tech-stack": "scrum, agile-coaching, team-dynamics, data-analysis"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/scrum-master",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/scrum-master/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "json",
        "pr",
        "ci",
        "art",
        "analysis",
        "scrum",
        "master"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 106,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/secrets-vault-manager",
      "name": "secrets-vault-manager",
      "description": "Use when the user asks to set up secret management infrastructure, integrate HashiCorp Vault, configure cloud secret stores (AWS Secrets Manager, Azure Key Vault, GCP Secret Manager), implement secret rotation, or audit secret access patterns.",
      "provider": "nginity",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/secrets-vault-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/secrets-vault-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "secrets",
        "vault",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/security-guidance",
      "name": "security-guidance",
      "description": "PreToolUse security-anti-pattern hook for Claude Code. Catches 12 common security risks (command injection, XSS, SQL injection, unsafe deserialization, GitHub Actions workflow injection, eval/new Function code injection) BEFORE the Edit/Write/MultiEdit operation completes. Session-state caching prevents duplicate warnings on the same file+rule combo. Stdlib only \u2014 no dependencies. Use when you want a safety net during Claude Code sessions that touch security-sensitive code (auth, payments, user input handling, IaC). Disable with ENABLE_SECURITY_REMINDER=0 if you need to perform a verified-safe operation that would otherwise trip a pattern. Triggers \u2014 \"add security hook\", \"block unsafe code\", \"detect command injection before write\", \"prevent SQL injection patterns\", \"security warning hook\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T09:01:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/security-guidance/skills/security-guidance",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/security-guidance/skills/security-guidance/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "github",
        "git",
        "pr",
        "ci",
        "security",
        "guidance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/security-pen-testing",
      "name": "security-pen-testing",
      "description": "Use when the user asks to perform security audits, penetration testing, vulnerability scanning, OWASP Top 10 checks, or offensive security assessments. Covers static analysis, dependency scanning, secret detection, API security testing, and pen test report generation.",
      "provider": "nginity",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/security-pen-testing",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/security-pen-testing/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "test",
        "api",
        "analysis",
        "security",
        "pen",
        "testing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/self-eval",
      "name": "self-eval",
      "description": "Honestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review, or work session to get an unbiased assessment. Detects score inflation, forces devil's advocate reasoning, and persists scores across sessions.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/self-eval",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/self-eval/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "self",
        "eval"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/self-improving-agent",
      "name": "self-improving-agent",
      "description": "Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what Claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-08T05:37:03Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/self-improving-agent/skills/self-improving-agent",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/self-improving-agent/skills/self-improving-agent/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "extract",
        "knowledge",
        "self",
        "improving",
        "agent"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 50,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-architect",
      "name": "senior-architect",
      "description": "This skill should be used when the user asks to \"design system architecture\", \"evaluate microservices vs monolith\", \"create architecture diagrams\", \"analyze dependencies\", \"choose a database\", \"plan for scalability\", \"make technical decisions\", or \"review system design\". Use for architecture decision records (ADRs), tech stack evaluation, system design reviews, dependency analysis, and generating architecture diagrams in Mermaid, PlantUML, or ASCII format.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "design",
        "analysis",
        "senior",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-backend",
      "name": "senior-backend",
      "description": "Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the user asks to \"design REST APIs\", \"optimize database queries\", \"implement authentication\", \"build microservices\", \"review backend code\", \"set up GraphQL\", \"handle database migrations\", or \"load test APIs\". Covers Node.js/Express/Fastify development, PostgreSQL optimization, API security, and backend architecture patterns.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-backend",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-backend/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "api",
        "design",
        "senior",
        "backend"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-computer-vision",
      "name": "senior-computer-vision",
      "description": "Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-13T14:14:45Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-computer-vision",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-computer-vision/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "visual",
        "senior",
        "computer",
        "vision"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 106,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-data-engineer",
      "name": "senior-data-engineer",
      "description": "Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-13T14:14:45Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-data-engineer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-data-engineer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "design",
        "senior",
        "data",
        "engineer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 106,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-data-scientist",
      "name": "senior-data-scientist",
      "description": "World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking \u2014 using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-data-scientist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-data-scientist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "design",
        "analysis",
        "senior",
        "data",
        "scientist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-devops",
      "name": "senior-devops",
      "description": "Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.",
      "provider": "nginity",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:34:13Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-devops",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-devops/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "senior",
        "devops"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-frontend",
      "name": "senior-frontend",
      "description": "Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-frontend",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-frontend/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "senior",
        "frontend"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-fullstack",
      "name": "senior-fullstack",
      "description": "Fullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code quality analysis with security and complexity scoring, and stack selection guidance. Use when the user asks to \"scaffold a new project\", \"create a Next.js app\", \"set up FastAPI with React\", \"analyze code quality\", \"audit my codebase\", \"what stack should I use\", \"generate project boilerplate\", or mentions fullstack development, project setup, or tech stack comparison.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-fullstack",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-fullstack/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "analysis",
        "senior",
        "fullstack"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-ml-engineer",
      "name": "senior-ml-engineer",
      "description": "ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization. Use when the user asks about deploying ML models to production, setting up MLOps infrastructure (MLflow, Kubeflow, Kubernetes, Docker), monitoring model performance or drift, building RAG pipelines, or integrating LLM APIs with retry logic and cost controls. Focused on production and operational concerns rather than model research or initial training.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-01T02:56:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-ml-engineer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-ml-engineer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "senior",
        "engineer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 26,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-pm",
      "name": "senior-pm",
      "description": "Senior Project Manager for enterprise software, SaaS, and digital transformation projects. Specializes in portfolio management, quantitative risk analysis, resource optimization, stakeholder alignment, and executive reporting. Uses advanced methodologies including EMV analysis, Monte Carlo simulation, WSJF prioritization, and multi-dimensional health scoring. Use when a user needs help with project plans, project status reports, risk assessments, resource allocation, project roadmaps, milestone tracking, team capacity planning, portfolio health reviews, program management, or executive-level project reporting \u2014 especially for enterprise-scale initiatives with multiple workstreams, complex dependencies, or multi-million dollar budgets.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/senior-pm",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/senior-pm/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "git",
        "pr",
        "ci",
        "analysis",
        "senior"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-prompt-engineer",
      "name": "senior-prompt-engineer",
      "description": "Use when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set, measure RAG retrieval quality, validate agent/tool configurations, analyze token usage, or design structured-output contracts. Covers eval-driven prompt iteration, RAG metrics (relevance, faithfulness, coverage), agent workflow validation, and token/cost budgeting \u2014 all model-agnostic, with three stdlib Python tools.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T15:28:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-prompt-engineer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-prompt-engineer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "senior",
        "prompt",
        "engineer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-qa",
      "name": "senior-qa",
      "description": "Generates unit tests, integration tests, and E2E tests for React/Next.js applications. Scans components to create Jest + React Testing Library test stubs, analyzes Istanbul/LCOV coverage reports to surface gaps, scaffolds Playwright test files from Next.js routes, mocks API calls with MSW, creates test fixtures, and configures test runners. Use when the user asks to \"generate tests\", \"write unit tests\", \"analyze test coverage\", \"scaffold E2E tests\", \"set up Playwright\", \"configure Jest\", \"implement testing patterns\", or \"improve test quality\".",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:32:43Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-qa",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-qa/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "api",
        "senior"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-secops",
      "name": "senior-secops",
      "description": "Senior SecOps engineer skill for application security, vulnerability management, compliance verification, and secure development practices. Runs SAST/DAST scans, generates CVE remediation plans, checks dependency vulnerabilities, creates security policies, enforces secure coding patterns, and automates compliance checks against SOC2, PCI-DSS, HIPAA, and GDPR. Use when conducting a security review or audit, responding to a CVE or security incident, hardening infrastructure, implementing authentication or secrets management, running penetration test prep, checking OWASP Top 10 exposure, or enforcing security controls in CI/CD pipelines.",
      "provider": "nginity",
      "category": "security",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-secops",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-secops/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "test",
        "senior",
        "secops"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/senior-security",
      "name": "senior-security",
      "description": "Use when the user asks for STRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or a quick secret scan \u2014 or when a security request needs routing to the right specialist skill (pen-testing, incident response, cloud posture, red team, AI security, threat hunting, secure code review). This skill owns threat modeling; everything else routes to a sibling.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T15:28:22Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/senior-security",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/senior-security/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "test",
        "analysis",
        "senior",
        "security"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/seo-audit",
      "name": "seo-audit",
      "description": "When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" or \"SEO health check.\" For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/seo-audit",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/seo-audit/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "seo",
        "audit"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/setup",
      "name": "setup",
      "description": "Set up a new autoresearch experiment interactively. Collects domain, target file, eval command, metric, direction, and evaluator. Use when the user runs /ar:setup or asks to start optimizing a file with the autoresearch loop.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/autoresearch-agent/skills/setup",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/autoresearch-agent/skills/setup/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "art",
        "setup"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ship-gate",
      "name": "ship-gate",
      "description": "Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and observability issues. Intercepts deploy commands and blocks until critical items pass. Stack-agnostic. Use for \"run ship gate\", \"am I ready to ship\", \"pre-launch audit\", \"can I deploy\", \"push to production\", \"go live checklist\", \"preflight check\". Not for CI/CD setup or infra provisioning.\n",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-10T02:28:50Z",
      "metadata": {
        "author": "Rajaraman Arumugam",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/ship-gate",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/ship-gate/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "ship",
        "gate"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 109,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/signup-flow-cro",
      "name": "signup-flow-cro",
      "description": "When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" or \"account creation flow.\" For post-signup onboarding, see onboarding-cro. For lead capture forms (not account creation), see form-cro.",
      "provider": "nginity",
      "category": "other",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/signup-flow-cro",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/signup-flow-cro/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "signup",
        "flow",
        "cro"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/site-architecture",
      "name": "site-architecture",
      "description": "When the user wants to audit, redesign, or plan their website's structure, URL hierarchy, navigation design, or internal linking strategy. Use when the user mentions 'site architecture,' 'URL structure,' 'internal links,' 'site navigation,' 'breadcrumbs,' 'topic clusters,' 'hub pages,' 'orphan pages,' 'silo structure,' 'information architecture,' or 'website reorganization.' Also use when someone has SEO problems and the root cause is structural (not content or schema). NOT for content strategy decisions about what to write (use content-strategy) or for schema markup (use schema-markup).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/site-architecture",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/site-architecture/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "site",
        "architecture"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/skill-doctor",
      "name": "skill-doctor",
      "description": "Use when the user wants their agent setup graded from real conversation history, asks which installed skills are actually working, or wants evidence-backed skill edits \u2014 scores recent local Claude Code / Codex sessions against efficiency and code-quality rubrics, then drafts skill changes gated by a deterministic aggregator and renders one local shareable report.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T18:54:08Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Rebuild of warpdotdev/common-skills skill-doctor (MIT): harvest \u2192 LLM-judges-with-rubrics \u2192 deterministic aggregation gate \u2192 self-contained HTML report",
        "distinct_from": "skillopt-sleep (nightly automated replay loop with adopt gate; this is one interactive graded pass); write-a-skill (authors a skill from expertise; this improves skills from observed session evidence); self-eval (grades this session's own work; this grades a window of past sessions)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skill-doctor/skills/skill-doctor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skill-doctor/skills/skill-doctor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "skill",
        "doctor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 90,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/skill-security-auditor",
      "name": "skill-security-auditor",
      "description": "Security audit and vulnerability scanner for AI agent skills before installation. Use when: (1) evaluating a skill from an untrusted source, (2) auditing a skill directory or git repo URL for malicious code, (3) pre-install security gate for Claude Code plugins, OpenClaw skills, or Codex skills, (4) scanning Python scripts for dangerous patterns like os.system, eval, subprocess, network exfiltration, (5) detecting prompt injection in SKILL.md files, (6) checking dependency supply chain risks, (7) verifying file system access stays within skill boundaries. Triggers: \"audit this skill\", \"is this skill safe\", \"scan skill for security\", \"check skill before install\", \"skill security check\", \"skill vulnerability scan\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/skill-security-auditor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/skill-security-auditor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "git",
        "pr",
        "ci",
        "skill",
        "security",
        "auditor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/skill-tester",
      "name": "skill-tester",
      "description": "Validate, test, and score the quality of skills within the claude-skills ecosystem. Comprehensive meta-skill: structure validation, Python script testing (syntax + imports + runtime + output format), multi-dimensional quality scoring with letter grades and tier classification (BASIC/STANDARD/POWERFUL). Use when authoring a new skill, auditing existing skills for tier promotion, setting up pre-commit hooks for skill quality, or integrating skill QA into CI.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/skill-tester",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/skill-tester/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "test",
        "skill",
        "tester"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/skillopt-sleep",
      "name": "skillopt-sleep",
      "description": "Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule offline self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay offline -> consolidate validated CLAUDE.md and SKILL.md behind a held-out gate.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-11T13:36:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skillopt-sleep/skills/skillopt-sleep",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skillopt-sleep/skills/skillopt-sleep/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "skillopt",
        "sleep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 47,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/slo-architect",
      "name": "slo-architect",
      "description": "Use when defining, reviewing, or operating SLOs/SLIs/error budgets. Triggers on \"define an SLO\", \"what should our SLO be\", \"error budget\", \"burn rate\", \"SLI\", \"service level objective\", \"Google SRE workbook\", \"multi-window burn-rate alert\", or any reliability-target question. Ships SLO designer, error-budget calculator with multi-window burn-rate thresholds, and SLO reviewer that catches the common bugs (target too aggressive, window too short, conflicting SLOs, no SLI definition). 4 references on SLO principles + SLI design + error budget math + composition with feature-flags-architect/chaos-engineering/kubernetes-operator. NOT a generic observability skill \u2014 specifically the SLO discipline.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/slo-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/slo-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "slo",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/slo-architect",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/slo-architect",
      "name": "slo-architect",
      "description": "Use when defining, reviewing, or operating SLOs/SLIs/error budgets. Triggers on \"define an SLO\", \"what should our SLO be\", \"error budget\", \"burn rate\", \"SLI\", \"service level objective\", \"Google SRE workbook\", \"multi-window burn-rate alert\", or any reliability-target question. Ships SLO designer, error-budget calculator with multi-window burn-rate thresholds, and SLO reviewer that catches the common bugs (target too aggressive, window too short, conflicting SLOs, no SLI definition). 4 references on SLO principles + SLI design + error budget math + composition with feature-flags-architect/chaos-engineering/kubernetes-operator. NOT a generic observability skill \u2014 specifically the SLO discipline.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/slo-architect/skills/slo-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/slo-architect/skills/slo-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "design",
        "slo",
        "architect"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/slo-architect",
      "duplicate_of": "nginity/slo-architect",
      "duplicate_similarity": 0.97,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/slo-architect",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/snowflake-development",
      "name": "snowflake-development",
      "description": "Use when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snowpark Python, configuring dbt for Snowflake, or troubleshooting Snowflake errors.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/snowflake-development/skills/snowflake-development",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/snowflake-development/skills/snowflake-development/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "snowflake",
        "development"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/soc2-audit-prep",
      "name": "soc2-audit-prep",
      "description": "/cs:soc2-audit-prep <scope> \u2014 SOC 2 Type II readiness 6-question forcing interrogation. Observation-period focused. Use before Type II observation begins, mid-period checkpoint, or pre-field-test month-10 readiness.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "compliance-os/skills/soc2-audit-prep",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/compliance-os/skills/soc2-audit-prep/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "soc2",
        "audit",
        "prep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/soc2-compliance",
      "name": "soc2-compliance",
      "description": "Use when the user asks to prepare for SOC 2 audits, map Trust Service Criteria, build control matrices, collect audit evidence, perform gap analysis, or assess SOC 2 Type I vs Type II readiness.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "ra-qm-team/skills/soc2-compliance",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/ra-qm-team/skills/soc2-compliance/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "analysis",
        "soc2",
        "compliance"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/social-content",
      "name": "social-content",
      "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/social-content",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/social-content/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "social",
        "content"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/social-media-analyzer",
      "name": "social-media-analyzer",
      "description": "Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use when analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards. Also use when the user mentions \"social media audit,\" \"engagement rate,\" or \"which platform performs best.\"",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/social-media-analyzer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/social-media-analyzer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "analysis",
        "social",
        "media",
        "analyzer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/social-media-manager",
      "name": "social-media-manager",
      "description": "When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'grow followers,' 'engagement rate,' 'social media audit,' or 'which platforms should I use.' For writing individual social posts, see social-content. For analyzing social performance data, see social-media-analyzer.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-06"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/social-media-manager",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/social-media-manager/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "social",
        "media",
        "manager"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/spawn",
      "name": "spawn",
      "description": "Launch N parallel subagents in isolated git worktrees to compete on the session task. Use when the user runs /hub:spawn or asks to start the competing agents for an initialized AgentHub session.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T08:38:50Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/agenthub/skills/spawn",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/agenthub/skills/spawn/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "git",
        "art",
        "spawn"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/spec-driven-workflow",
      "name": "spec-driven-workflow",
      "description": "Use when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first development practices.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/spec-driven-workflow",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/spec-driven-workflow/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "test",
        "spec",
        "driven",
        "workflow"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/spec-to-repo",
      "name": "spec-to-repo",
      "description": "Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'I have requirements and need a codebase', or provides a natural-language project specification and expects a complete, runnable repository. Stack-agnostic: Next.js, FastAPI, Rails, Go, Rust, Flutter, and more.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/spec-to-repo",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/spec-to-repo/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "art",
        "spec",
        "repo"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/spinning-up-deep-rl",
      "name": "spinning-up-deep-rl",
      "description": "Knowledge base from \"Spinning Up in Deep RL\" by Joshua Achiam (OpenAI, MIT-licensed). Use when applying Achiam's frameworks for RL fundamentals and MDPs, the model-free algorithm taxonomy, policy gradient derivations, the six reference algorithms (VPG, TRPO, PPO, DDPG, TD3, SAC), debugging silently-failing RL code, or running rigorous multi-seed RL experiments.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-25T18:49:30Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/spinning-up-deep-rl/skills/spinning-up-deep-rl",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/spinning-up-deep-rl/skills/spinning-up-deep-rl/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "knowledge",
        "spinning",
        "deep"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 1,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/sql-database-assistant",
      "name": "sql-database-assistant",
      "description": "Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/sql-database-assistant",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/sql-database-assistant/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "sql",
        "database",
        "assistant"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/stage-launch",
      "name": "stage-launch",
      "description": "Phase 2 of building a Claude Managed Agent \u2014 turn a validated build sheet into exact API payloads and a resumable BYOK curl launch script, then launch (environment \u2192 agent \u2192 session \u2192 kickoff) using the founder's OWN Anthropic key. Use when the user says \"launch it\", \"deploy the agent\", \"create the agent now\", or when the orchestrator routes phase=stage-launch. payload_generator.py emits the four ordered payloads; launch_script_writer.py writes launch.sh that reads $ANTHROPIC_API_KEY at runtime and never embeds it; payload_validator.py runs a pre-launch check including an API-key-leak scan. No tool in this skill makes network calls \u2014 the user runs launch.sh themselves. Distinct from interview (planning) and grade-iterate (the outcome loop).",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T17:29:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "agent-launcher/skills/stage-launch",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/agent-launcher/skills/stage-launch/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "api",
        "stage",
        "launch"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/statistical-analyst",
      "name": "statistical-analyst",
      "description": "Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. Use when you need to validate whether observed differences are real, size an experiment correctly before launch, or interpret test results with confidence.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:33:59Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/statistical-analyst/skills/statistical-analyst",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/statistical-analyst/skills/statistical-analyst/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "statistical",
        "analyst"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/stock-analysis",
      "name": "stock-analysis",
      "description": "Produce a rigorous, sector-relative, multi-factor fundamental analysis of a publicly listed company \u2014 Indian (NSE/BSE) or US/global. Use when the user asks to analyse, research, evaluate, or value a stock, ticker, or listed company; asks whether a business is fundamentally strong, cheap, or expensive; compares companies or benchmarks one against its sector; or mentions OPM, ROCE, ROE, ROIC, P/E, EV/EBITDA, free cash flow, NIM, GNPA, CASA, promoter holding or pledging. Use it for accounting-quality and forensic questions \u2014 \"is the profit real\", \"why is profit rising but cash isn't\", auditor qualifications, related-party concerns \u2014 which route to the forensic-only mode, and for IPOs and not-yet-listed companies \u2014 \"should I apply to this IPO\", DRHP/RHP or S-1 questions, price band, grey market premium \u2014 which route to the IPO mode. Use it even when the request sounds casual (\"is Infosys any good?\"). Do not use it for personalised investment advice, portfolio allocation, or trading signals.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T09:01:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "finance/skills/stock-analysis",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/finance/skills/stock-analysis/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "analysis",
        "stock"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/strategic-alignment",
      "name": "strategic-alignment",
      "description": "Cascades strategy from boardroom to individual contributor. Detects and fixes misalignment between company goals and team execution. Covers strategy articulation, cascade mapping, orphan goal detection, silo identification, communication gap analysis, and realignment protocols. Use when teams are pulling in different directions, OKRs don't connect, departments optimize locally at company expense, or when user mentions alignment, strategy cascade, silo, conflicting OKRs, or strategy communication.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "strategic-alignment",
        "updated": "2026-03-05",
        "python-tools": "alignment_checker.py",
        "frameworks": "alignment-playbook"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/strategic-alignment",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/strategic-alignment/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "art",
        "analysis",
        "strategic",
        "alignment"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/stress-test",
      "name": "stress-test",
      "description": "/em:stress-test \u2014 Business assumption stress testing. Use before betting on a plan whose core assumptions are unvalidated \u2014 e.g. stress-testing 'enterprise buyers will tolerate a 6-month pilot' or a hockey-stick revenue model.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/executive-mentor/skills/stress-test",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/executive-mentor/skills/stress-test/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "stress"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/strict-api",
      "name": "strict-api",
      "description": "Use when the user says 'no hallucinations', 'verify APIs', 'reality check', or 'don't invent functions'. Prevents the agent from calling methods, imports, or variables that do not provably exist in the user's installed version.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-07-06T07:35:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/strict-api",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/strict-api/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "api",
        "strict"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 52,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/stripe-integration-expert",
      "name": "stripe-integration-expert",
      "description": "Production-grade Stripe integrations: subscriptions with trials and proration, one-time payments, usage-based billing, checkout sessions, idempotent webhook handlers, customer portal, and invoicing. Covers Next.js, Express, and Django patterns. Use when integrating Stripe for the first time, debugging webhook reliability issues, migrating from a different payment provider, or adding usage-based billing to an existing subscription product.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-14T05:08:23Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/stripe-integration-expert",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/stripe-integration-expert/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "stripe",
        "integration",
        "expert"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 105,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/swedish-mentor",
      "name": "swedish-mentor",
      "description": "Mentor Swedish language learners by selecting YouTube video clips and podcast episodes by CEFR level and skill (listening, reading, writing, speaking), and building a simple learning path. Use when the user asks about a Swedish learning path, YouTube clips or podcasts for Swedish, SFI videos, level assessment for svenska, or requests for Peter SFI / L\u00e4tt Svenska med Oskar / Radio Sweden p\u00e5 l\u00e4tt svenska / Klartext-style recommendations.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T09:01:24Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/swedish-mentor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/swedish-mentor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "cli",
        "art",
        "swedish",
        "mentor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/syllabus",
      "name": "syllabus",
      "description": "Generates a curated supplementary reading list from any course syllabus using Consensus academic search. Grill-me intake (syllabus input format + course audience + year range) plus a grouping forcing-options checkpoint before any search runs \u2014 so the reading list matches the course's level and recency need. Parses the syllabus to extract topics and learning outcomes, searches Consensus for recent peer-reviewed papers per topic, and produces a professionally formatted .docx with clickable Consensus links, plain-language summaries calibrated to audience level, and Bloom-higher-order discussion questions tied to course learning goals. Use when the user uploads a syllabus, course outline, or curriculum document and wants supplementary readings (e.g., 'create a reading list from this syllabus', 'find recent papers for my course') \u2014 even casual mentions with a syllabus attached should trigger this skill.",
      "provider": "nginity",
      "category": "documents",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {
        "source_spec": "megaprompts/10-syllabus-megaprompt.md",
        "build_pattern": "Path B (direct conversion)",
        "research_pack_convention": "Agent Integrity Rules verbatim per PR #657 audit; bundled-JS-DOCX-generator variant",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "research/syllabus/skills/syllabus",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/research/syllabus/skills/syllabus/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "docx",
        "pr",
        "ci",
        "cli",
        "document",
        "extract",
        "syllabus"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/tc-tracker",
      "name": "tc-tracker",
      "description": "Use when the user asks to track technical changes, create change records, manage TC lifecycles, or hand off work between AI sessions. Covers init/create/update/status/resume/close/export workflows for structured code change documentation.",
      "provider": "nginity",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/tc-tracker",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/tc-tracker/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "document",
        "tracker"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/tdd-guide",
      "name": "tdd-guide",
      "description": "Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit.",
      "provider": "nginity",
      "category": "testing",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/tdd-guide",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/tdd-guide/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "test",
        "tdd",
        "guide"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/team-communications",
      "name": "team-communications",
      "description": "Write internal company communications \u2014 3P updates (Progress/Plans/Problems), company-wide newsletters, FAQ roundups, incident reports, leadership updates, status reports, project updates, and general internal comms. Use this skill any time the user asks to draft, edit, or format something meant for internal audiences. Trigger on keywords like \"3P\", \"weekly update\", \"newsletter\", \"FAQ\", \"internal comms\", \"status report\", \"company update\", \"team update\", \"incident report\", or any request to summarize work for leadership, teammates, or the broader company. Even casual requests like \"write my update\" or \"summarize what my team did this week\" should trigger this skill.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "project-management/skills/team-communications",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/project-management/skills/team-communications/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "faq",
        "team",
        "communications"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/tech-debt-tracker",
      "name": "tech-debt-tracker",
      "description": "Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. Use when users mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints, or code health assessment. Also use for legacy code modernization planning and maintenance cost estimation.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/skills/tech-debt-tracker",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/skills/tech-debt-tracker/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "tech",
        "debt",
        "tracker"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/tech-stack-evaluator",
      "name": "tech-stack-evaluator",
      "description": "Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/tech-stack-evaluator",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/tech-stack-evaluator/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "analysis",
        "tech",
        "stack",
        "evaluator"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/terraform-patterns",
      "name": "terraform-patterns",
      "description": "Terraform infrastructure-as-code agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Covers module design patterns, state management strategies, provider configuration, security hardening, policy-as-code with Sentinel/OPA, and CI/CD plan/apply workflows. Use when: user wants to design Terraform modules, manage state backends, review Terraform security, implement multi-region deployments, or follow IaC best practices.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T05:22:59Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "engineering",
        "updated": "2026-03-15"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/terraform-patterns/skills/terraform-patterns",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/terraform-patterns/skills/terraform-patterns/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "cd",
        "cli",
        "design",
        "terraform",
        "patterns"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/testrail",
      "name": "testrail",
      "description": "Sync tests with TestRail. Use when user mentions \"testrail\", \"test management\", \"test cases\", \"test run\", \"sync test cases\", \"push results to testrail\", or \"import from testrail\".",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-24T18:40:19Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/playwright-pro/skills/testrail",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/playwright-pro/skills/testrail/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "test",
        "testrail"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 2,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 25079
    },
    {
      "id": "nginity/threat-detection",
      "name": "threat-detection",
      "description": "Use when hunting for threats in an environment, analyzing IOCs, or detecting behavioral anomalies in telemetry. Covers hypothesis-driven threat hunting, IOC sweep generation, z-score anomaly detection, and MITRE ATT&CK-mapped signal prioritization.",
      "provider": "nginity",
      "category": "other",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering-team/skills/threat-detection",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/skills/threat-detection/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "threat",
        "detection"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 116,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ui-design-system",
      "name": "ui-design-system",
      "description": "UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use when creating design systems, generating design tokens, maintaining visual consistency, or facilitating design-dev collaboration and developer handoff.",
      "provider": "nginity",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/ui-design-system",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/ui-design-system/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "ci",
        "design",
        "visual",
        "document",
        "system"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/universal-scraping-architect",
      "name": "universal-scraping-architect",
      "description": "Use for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts.",
      "provider": "nginity",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T04:05:17Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/universal-scraping-architect/skills/universal-scraping-architect",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/universal-scraping-architect/skills/universal-scraping-architect/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "api",
        "document",
        "extract",
        "universal",
        "scraping",
        "architect"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/ux-researcher-designer",
      "name": "ux-researcher-designer",
      "description": "UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "product-team/skills/ux-researcher-designer",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/product-team/skills/ux-researcher-designer/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "test",
        "design",
        "researcher",
        "designer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/vendor-management",
      "name": "vendor-management",
      "description": "Use when reviewing, scoring, or auditing third-party SaaS / vendor relationships \u2014 running a vendor scorecard with industry tuning, tracking SLA compliance with credit-claim flags, classifying third-party risk across 4 risk vectors, preparing a tier-1 vendor review, or auditing the SaaS portfolio. Forks context so large vendor catalogs (50-500 line items) and SLA logs don't pollute the parent thread. Triggers on \"vendor SLA\", \"vendor scorecard\", \"third-party risk\", \"TPRM\", \"vendor review\", \"supplier performance\", \"vendor health check\", \"renewal review\".",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "business-operations/skills/vendor-management",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/business-operations/skills/vendor-management/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "vendor",
        "management"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/video-content-strategist",
      "name": "video-content-strategist",
      "description": "Use when planning video content strategy, writing video scripts, optimizing YouTube channels, building short-form video pipelines (Reels, TikTok, Shorts), or repurposing long-form content into video. Triggers: 'start a YouTube channel', 'video content strategy', 'write a video script', 'repurpose into video', 'YouTube SEO', 'short-form video'. NOT for written blog content (use content-production). NOT for social captions without video (use social-media-manager).",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/video-content-strategist/skills/video-content-strategist",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/video-content-strategist/skills/video-content-strategist/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "art",
        "video",
        "content",
        "strategist"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/vpe-advisor",
      "name": "vpe-advisor",
      "description": "VP of Engineering advisory for startups: delivery throughput (DORA 4 metrics + bottleneck identification), engineering hiring funnel (sourcing \u2192 screen \u2192 onsite \u2192 offer conversion + time-to-fill + pipeline gap), engineering team structure (squad/tribe/chapter design + tech-lead manager-trigger thresholds), and production discipline (on-call, deployment cadence, postmortem culture). Use when sprint velocity is dropping, eng hiring is broken, team structure is unclear, or deciding when to add a tech-lead manager. NOT a CTO skill (which owns architecture) \u2014 VPE owns delivery operations and how the team ships.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "vp-engineering-leadership",
        "updated": "2026-05-13",
        "python-tools": "delivery_throughput_analyzer.py, eng_hiring_funnel_calculator.py, eng_team_structure_designer.py",
        "frameworks": "delivery-throughput, hiring-funnel, team-structure, production-discipline"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/skills/vpe-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/skills/vpe-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "art",
        "vpe",
        "advisor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/vpe-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/vpe-advisor",
      "name": "vpe-advisor",
      "description": "VP of Engineering advisory for startups: delivery throughput (DORA 4 metrics + bottleneck identification), engineering hiring funnel (sourcing \u2192 screen \u2192 onsite \u2192 offer conversion + time-to-fill + pipeline gap), engineering team structure (squad/tribe/chapter design + tech-lead manager-trigger thresholds), and production discipline (on-call, deployment cadence, postmortem culture). Use when sprint velocity is dropping, eng hiring is broken, team structure is unclear, or deciding when to add a tech-lead manager. NOT a CTO skill (which owns architecture) \u2014 VPE owns delivery operations and how the team ships.",
      "provider": "nginity",
      "category": "creative",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-10T14:33:00Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "c-level",
        "domain": "vp-engineering-leadership",
        "updated": "2026-05-13",
        "python-tools": "delivery_throughput_analyzer.py, eng_hiring_funnel_calculator.py, eng_team_structure_designer.py",
        "frameworks": "delivery-throughput, hiring-funnel, team-structure, production-discipline"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-advisor/vpe-advisor/skills/vpe-advisor",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-advisor/vpe-advisor/skills/vpe-advisor/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "art",
        "vpe",
        "advisor"
      ],
      "duplicate_status": "mirror",
      "duplicate_annotation": "Complete mirror of nginity/vpe-advisor",
      "duplicate_of": "nginity/vpe-advisor",
      "duplicate_similarity": 0.97,
      "days_since_update": 78,
      "maintenance_status": "maintained",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079,
      "similar_skills": [
        {
          "id": "nginity/vpe-advisor",
          "provider": "nginity",
          "similarity": 0.97
        }
      ]
    },
    {
      "id": "nginity/vpe-review",
      "name": "vpe-review",
      "description": "/cs:vpe-review <plan> \u2014 Throughput-first VP of Engineering interrogation of any plan that touches delivery, eng hiring, team structure, or production discipline. Use when cycle time balloons, DORA metrics slide, or before committing to an eng hiring wave or a reorg.",
      "provider": "nginity",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-08-21T05:47:37Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "c-level-agents/skills/vpe-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/c-level-agents/skills/vpe-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "vpe",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 6,
      "maintenance_status": "active",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/webinar-marketing",
      "name": "webinar-marketing",
      "description": "When the user wants to plan, promote, run, or improve a webinar or virtual event to generate and convert demand. Use when the user mentions 'webinar,' 'virtual event,' 'online event,' 'live demo,' 'virtual summit,' 'workshop,' 'masterclass,' 'fireside chat,' 'roundtable,' 'registration funnel,' 'show-up rate,' 'attendance rate,' 'webinar promotion,' 'webinar follow-up,' or 'on-demand webinar.' Also use when they have a webinar that isn't converting \u2014 low registrations, low show-up, or attendees who don't buy \u2014 and want to diagnose and fix it. Covers the full funnel: registration, promotion, show-up, live engagement, live-to-close, and post-event nurture. Distinct from launch-strategy (full product launches) and email-sequence (lifecycle nurture) \u2014 this is the end-to-end webinar/event motion. NOT for in-person field events logistics, and NOT for generic lifecycle email (use email-sequence).",
      "provider": "nginity",
      "category": "enterprise",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-06-11T03:58:41Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-06-01"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/webinar-marketing",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/webinar-marketing/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "convert",
        "email",
        "webinar",
        "marketing"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 77,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/weekly-review",
      "name": "weekly-review",
      "description": "Use when someone wants to run a weekly review, close open loops, audit stalled projects and commitments, get their system back to trusted, restart a lapsed review habit, or says \"/cs:weekly-review\". Walks David Allen's three-phase loop \u2014 GET CLEAR, GET CURRENT, GET CREATIVE \u2014 with deterministic scripts that inventory open loops, gate the checklist with named gaps, and score commitment health 0-100.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-07-17T06:10:42Z",
      "metadata": {
        "version": "1.0.0",
        "build_pattern": "Path-B ritual skill \u2014 GTD weekly-review loop preserved + deterministic scanner/gate/auditor scripts added",
        "distinct_from": "reflect (per-conversation reflection, not a recurring cadence); capture (intake that feeds the system, not the review that maintains it); project-management sprint retros (team ceremony, not a personal trusted-system audit)"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "productivity/weekly-review/skills/weekly-review",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/productivity/weekly-review/skills/weekly-review/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "weekly",
        "review"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 41,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/workflow-builder",
      "name": "workflow-builder",
      "description": "Design and write deterministic multi-agent workflow scripts (.js files in .claude/workflows/) for Claude Code's Workflow tool. Use when a user wants to build, create, author, scaffold, or run a custom Claude Code workflow, orchestrate sub-agents (fan-out, pipeline, loop, judge-panel), or automate a repeatable multi-step task across fresh-context agents.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-27T14:20:53Z",
      "metadata": {
        "inspired_by": "https://github.com/ray-amjad/claude-code-workflow-creator (Ray Amjad)",
        "targets": "Claude Code Workflow tool (CLAUDE_CODE_WORKFLOWS=1, /workflows)",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/workflow-builder/skills/workflow-builder",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/workflow-builder/skills/workflow-builder/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "design",
        "workflow",
        "builder"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 92,
      "maintenance_status": "maintained",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/wrap-up",
      "name": "wrap-up",
      "description": "Close out a launched Claude Managed Agent \u2014 recap every primitive the founder now owns, regenerate the single-file overview page, and suggest the next 1-2 upgrades. Use when the user says \"wrap up\", \"close this out\", \"what do I own now\", \"give me the summary\", \"recap the agent\", or when the orchestrator routes phase=wrap-up. primitives_inventory.py tables everything owned (agent, environment, session, memory, outcome, deployment); overview_page.py regenerates a self-contained ./my-agent/agent-overview.html; upgrade_suggester.py ranks the next moves from recorded deferrals plus standing hardening steps. Companion to run-without-you; the last stop before phase=done.",
      "provider": "nginity",
      "category": "ml-ai",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-24T17:29:25Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "agent-launcher/skills/wrap-up",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/agent-launcher/skills/wrap-up/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "wrap"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 3,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/write-a-skill",
      "name": "write-a-skill",
      "description": "Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, build, or author a new skill.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-08-05T07:01:23Z",
      "metadata": {
        "derived_from": "https://github.com/mattpocock/skills/tree/main/skills/productivity/write-a-skill",
        "original_author": "Matt Pocock (@mattpocock)",
        "original_license": "MIT",
        "voice": "Matt Pocock \u2014 direct, concrete, imperative, example-driven",
        "version": "1.0.0"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "engineering/write-a-skill/skills/write-a-skill",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering/write-a-skill/skills/write-a-skill/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "write",
        "skill"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 22,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 25079
    },
    {
      "id": "nginity/x-twitter-growth",
      "name": "x-twitter-growth",
      "description": "X/Twitter growth engine for building audience, crafting viral content, and analyzing engagement. Use when the user wants to grow on X/Twitter, write tweets or threads, analyze their X profile, research competitors on X, plan a posting strategy, or optimize engagement. Complements social-content (generic multi-platform) with X-specific depth: algorithm mechanics, thread engineering, reply strategy, profile optimization, and competitive intelligence via web search.",
      "provider": "nginity",
      "category": "development",
      "license": "MIT",
      "compatibility": null,
      "last_updated_at": "2026-05-02T20:51:20Z",
      "metadata": {
        "version": "1.0.0",
        "author": "Alireza Rezvani",
        "category": "marketing",
        "updated": "2026-03-10"
      },
      "source": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "path": "marketing-skill/skills/x-twitter-growth",
        "skill_md_url": "https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/skills/x-twitter-growth/SKILL.md",
        "commit_sha": "19392f7a08264ed00486a251f5b2098321771f94"
      },
      "has_scripts": true,
      "has_references": true,
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    {
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      "name": "youtube-full",
      "description": "Use when the user needs YouTube transcripts, video search, channel browsing, playlist extraction, or content monitoring. Trigger phrases: 'get the transcript for', 'search YouTube for', 'what are the latest videos on', 'list this playlist', 'monitor this channel', or any request involving a YouTube URL, video ID, or @handle. Do NOT use for downloading video or audio files, YouTube engagement data (likes, comments), or private/age-restricted videos.",
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      "category": "data",
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      "compatibility": null,
      "last_updated_at": "2026-06-03T05:45:23Z",
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      "last_updated_at": "2026-07-01T02:22:24Z",
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      "name": "playwright-skill",
      "description": "Complete browser automation with Playwright. Auto-detects dev servers, writes reusable test scripts, and supports screenshots, responsive checks, UX validation, login flows, link checks, and arbitrary browser automation. Use when the user wants to test a website, automate browser interactions, validate web functionality, or perform browser-based testing.",
      "provider": "playwright-skill",
      "category": "testing",
      "license": "MIT",
      "compatibility": "Requires Node.js 20+, npm, and network access on first setup to install Playwright and Chromium.",
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      "description": "Transcribe an explicitly authorized local Brazilian Portuguese or Spanish audio or video file with the metered BRAINIALL API, speaker diarization, word timestamps, and JSON, SRT, and WebVTT outputs. Use when an agent needs speaker-labelled transcripts or caption files from .mp3, .wav, .m4a, .mp4, .mpeg, .mpga, .webm, or .ogg media.",
      "provider": "brainiall",
      "category": "development",
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      "compatibility": null,
      "last_updated_at": "2026-07-29T02:15:50Z",
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      "id": "sematext/sematext-otel",
      "name": "sematext-otel",
      "description": "Wire a service's OpenTelemetry (OTel) output to Sematext Cloud for observability and monitoring. Walks through region, App-type, instrumentation flow (managed OTLP endpoint vs Sematext Agent), and signal selection (traces/metrics/logs), then produces the exact env-var block and points at a runnable reference example in this repo. Invoke when instrumenting a new app for Sematext or sending telemetry to Sematext.",
      "provider": "sematext",
      "category": "devops",
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      "compatibility": null,
      "last_updated_at": "2026-07-28T08:16:03Z",
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    {
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      "name": "tinybird",
      "description": "Tinybird file formats, SQL rules, optimization patterns, and best practices for datasources, pipes, endpoints, and materialized views.",
      "provider": "tinybird",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-17T10:56:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tinybirdco/tinybird-agent-skills",
        "path": "skills/tinybird-best-practices",
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    },
    {
      "id": "tinybird/tinybird-cli-guidelines",
      "name": "tinybird-cli-guidelines",
      "description": "Tinybird CLI commands, workflows, and operations. Use when running tb commands, managing local development, deploying, or working with data operations.",
      "provider": "tinybird",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-11T14:27:53Z",
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      "source": {
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      "skill_type": "full",
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    {
      "id": "tinybird/tinybird-python-sdk-guidelines",
      "name": "tinybird-python-sdk-guidelines",
      "description": "Tinybird Python SDK for defining datasources, pipes, and queries in Python. Use when working with tinybird-sdk, Python Tinybird projects, or data ingestion and queries in Python.",
      "provider": "tinybird",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-16T15:28:56Z",
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    },
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      "name": "tinybird-typescript-sdk-guidelines",
      "description": "Tinybird TypeScript SDK for defining datasources, pipes, and queries with full type inference. Use when working with @tinybirdco/sdk, TypeScript Tinybird projects, or type-safe data ingestion and queries.",
      "provider": "tinybird",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-16T15:28:56Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tinybirdco/tinybird-agent-skills",
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        "skill_md_url": "https://raw.githubusercontent.com/tinybirdco/tinybird-agent-skills/main/skills/tinybird-typescript-sdk-guidelines/SKILL.md",
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    {
      "id": "claude-marketplace-code/code-execution",
      "name": "code-execution",
      "description": "Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi-step workflows, iterative processing, or mentions efficiency/performance.",
      "provider": "claude-marketplace-code",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2025-11-10T19:39:06Z",
      "metadata": {},
      "source": {
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        "path": "code-operations-plugin/skills/code-execution",
        "skill_md_url": "https://raw.githubusercontent.com/mhattingpete/claude-skills-marketplace/main/code-operations-plugin/skills/code-execution/SKILL.md",
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    },
    {
      "id": "claude-marketplace-code/code-refactor",
      "name": "code-refactor",
      "description": "Perform bulk code refactoring operations like renaming variables/functions across files, replacing patterns, and updating API calls. Use when users request renaming identifiers, replacing deprecated code patterns, updating method calls, or making consistent changes across multiple locations.",
      "provider": "claude-marketplace-code",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2025-11-10T13:41:28Z",
      "metadata": {},
      "source": {
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        "path": "code-operations-plugin/skills/code-refactor",
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    },
    {
      "id": "claude-marketplace-code/code-transfer",
      "name": "code-transfer",
      "description": "Transfer code between files with line-based precision. Use when users request copying code from one location to another, moving functions or classes between files, extracting code blocks, or inserting code at specific line numbers.",
      "provider": "claude-marketplace-code",
      "category": "development",
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      "last_updated_at": "2025-11-10T13:41:28Z",
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    },
    {
      "id": "claude-marketplace-code/file-operations",
      "name": "file-operations",
      "description": "Analyze files and get detailed metadata including size, line counts, modification times, and content statistics. Use when users request file information, statistics, or analysis without modifying files.",
      "provider": "claude-marketplace-code",
      "category": "data",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2025-11-10T13:41:28Z",
      "metadata": {},
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      "tags": [
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    },
    {
      "id": "claude-marketplace-engineering/ensemble-solving",
      "name": "ensemble-solving",
      "description": "Generate multiple diverse solutions in parallel and select the best. Use for architecture decisions, code generation with multiple valid approaches, or creative tasks where exploring alternatives improves quality.",
      "provider": "claude-marketplace-engineering",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-01-14T20:17:30Z",
      "metadata": {},
      "source": {
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        "path": "engineering-workflow-plugin/skills/ensemble-solving",
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      "has_scripts": false,
      "has_references": true,
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      "tags": [
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      ],
      "duplicate_status": null,
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    },
    {
      "id": "claude-marketplace-engineering/feature-planning",
      "name": "feature-planning",
      "description": "Break down feature requests into detailed, implementable plans with clear tasks. Use when user requests a new feature, enhancement, or complex change.",
      "provider": "claude-marketplace-engineering",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2025-11-10T13:41:28Z",
      "metadata": {},
      "source": {
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        "path": "engineering-workflow-plugin/skills/feature-planning",
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      "github_stars": 656
    },
    {
      "id": "claude-marketplace-engineering/git-pushing",
      "name": "git-pushing",
      "description": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says \"push changes\", \"commit and push\", \"push this\", \"push to github\", or similar git workflow requests.",
      "provider": "claude-marketplace-engineering",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2025-11-10T13:41:28Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/mhattingpete/claude-skills-marketplace",
        "path": "engineering-workflow-plugin/skills/git-pushing",
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      "description": "Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line tool that can run from any repo, expose composable read/write commands, return stable JSON, manage auth, and pair with a companion skill.",
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    {
      "id": "openai/cloudflare-deploy",
      "name": "cloudflare-deploy",
      "description": "Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.",
      "provider": "openai",
      "category": "devops",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-02-02T20:20:40Z",
      "metadata": {},
      "source": {
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      "id": "openai/define-goal",
      "name": "define-goal",
      "description": "Help the user define a concrete, measurable goal before starting work, especially when they ask to use the goal tool, create a goal, set an objective, clarify success criteria, or turn a fuzzy intention into a quantitative outcome. Use this skill for goal creation and goal refinement only; it does not manage durable snapshots, decision logs, or long-running execution artifacts.",
      "provider": "openai",
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      "id": "openai/figma",
      "name": "figma",
      "description": "Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.",
      "provider": "openai",
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      "last_updated_at": "2026-02-01T17:05:37Z",
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    {
      "id": "openai/figma-code-connect-components",
      "name": "figma-code-connect-components",
      "description": "Connects Figma design components to code components using Code Connect mapping tools. Use when user says \"code connect\", \"connect this component to code\", \"map this component\", \"link component to code\", \"create code connect mapping\", or wants to establish mappings between Figma designs and code implementations. For canvas writes via `use_figma`, use `figma-use`.",
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      "has_scripts": true,
      "has_references": true,
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        "figma",
        "code",
        "connect",
        "components"
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    {
      "id": "openai/figma-create-design-system-rules",
      "name": "figma-create-design-system-rules",
      "description": "Generates custom design system rules for the user's codebase. Use when user says \"create design system rules\", \"generate rules for my project\", \"set up design rules\", \"customize design system guidelines\", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.",
      "provider": "openai",
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      "last_updated_at": "2026-03-24T14:48:51Z",
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      "has_references": true,
      "has_assets": true,
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        "mcp",
        "design",
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    {
      "id": "openai/figma-create-new-file",
      "name": "figma-create-new-file",
      "description": "Create a new blank Figma file. Use when the user wants to create a new Figma design or FigJam file, or when you need a new file before calling use_figma. Handles plan resolution via whoami if needed. Usage \u2014 /figma-create-new-file [editorType] [fileName] (e.g. /figma-create-new-file figjam My Whiteboard)",
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      "has_references": false,
      "has_assets": true,
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        "create",
        "new",
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    {
      "id": "openai/figma-generate-design",
      "name": "figma-generate-design",
      "description": "Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Figma', 'create in Figma from code', 'push page to Figma', 'take this app/page and build it in Figma', 'create a screen', 'build a landing page in Figma', 'update the Figma screen to match code'. This is the preferred workflow skill whenever the user wants to build or update a full page, screen, or view in Figma from code or a description. Discovers design system components, variables, and styles via search_design_system, imports them, and assembles screens incrementally section-by-section using design system tokens instead of hardcoded values.",
      "provider": "openai",
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        "generate"
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    {
      "id": "openai/figma-generate-library",
      "name": "figma-generate-library",
      "description": "Build or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component libraries, set up theming (light/dark modes), document foundations, or reconcile gaps between code and Figma. This skill teaches WHAT to build and in WHAT ORDER \u2014 it complements the `figma-use` skill which teaches HOW to call the Plugin API. Both skills should be loaded together.",
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      "id": "openai/figma-implement-design",
      "name": "figma-implement-design",
      "description": "Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions \"implement design\", \"generate code\", \"implement component\", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.",
      "provider": "openai",
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    {
      "id": "openai/figma-use",
      "name": "figma-use",
      "description": "**MANDATORY prerequisite** \u2014 you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Skipping it causes common, hard-to-debug failures. Trigger whenever the user wants to perform a write action or a unique read action that requires JavaScript execution in the Figma file context \u2014 e.g. create/edit/delete nodes, set up variables or tokens, build components and variants, modify auto-layout or fills, bind variables to properties, or inspect file structure programmatically.",
      "provider": "openai",
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      "id": "openai/gh-address-comments",
      "name": "gh-address-comments",
      "description": "Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.",
      "provider": "openai",
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      "last_updated_at": "2025-12-19T22:10:04Z",
      "metadata": {
        "short-description": "Address comments in a GitHub PR review"
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        "address",
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      "name": "gh-fix-ci",
      "description": "Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL.",
      "provider": "openai",
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      "has_assets": true,
      "tags": [
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        "fix"
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      "id": "openai/hatch-pet",
      "name": "hatch-pet",
      "description": "Create, repair, validate, visually QA, and package Codex-compatible animated pets and pet spritesheets from character art, generated images, company or prospect brand cues, or visual references. Use when a user wants a lightweight-worker Codex pet workflow, a non-pixel custom pet style, a prospect or company mascot pet, or a full 8x9 animated pet atlas with transparent unused cells, QA contact sheets, and pet.json packaging. This skill composes the installed $imagegen system skill for visual generation and uses bundled scripts for deterministic spritesheet assembly.",
      "provider": "openai",
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      "license": null,
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      "last_updated_at": "2026-05-12T22:24:22Z",
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      "id": "openai/imagegen",
      "name": "imagegen",
      "description": "Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas.",
      "provider": "openai",
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      "id": "openai/jupyter-notebook",
      "name": "jupyter-notebook",
      "description": "Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.",
      "provider": "openai",
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      "last_updated_at": "2026-01-31T18:14:20Z",
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      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/realitykit-animation-physics",
      "name": "realitykit-animation-physics",
      "description": "Implement and debug RealityKit animation, character controllers, skeletal poses, IK, body tracking, blendshapes, animation graphs, retargeting, root motion, navigation, behavior trees, collision, physics bodies, joints, forces, particles, compute simulations, and cloth on visionOS 27. Use when a RealityKit task is primarily about motion, character behavior, physical simulation, hit-test collision shape details, particle simulation, or animation/physics troubleshooting.",
      "provider": "visionos-agents",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/realitykit-animation-physics",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/realitykit-animation-physics/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "test",
        "art",
        "realitykit",
        "animation",
        "physics"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/realitykit-audio-spatial",
      "name": "realitykit-audio-spatial",
      "description": "Implement and debug RealityKit spatial audio, ambient audio, channel audio, audio libraries, audio mix groups, reverb, grouped playback, and acoustic simulation on visionOS 27. Use when a RealityKit task is primarily about placing sound in 3D, loading or organizing audio resources, controlling channel or ambient playback, mixing groups, room acoustics, or audio behavior tied to RealityKit entities.",
      "provider": "visionos-agents",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/realitykit-audio-spatial",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/realitykit-audio-spatial/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "realitykit",
        "audio",
        "spatial"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/realitykit-ecs-systems",
      "name": "realitykit-ecs-systems",
      "description": "Design, implement, and debug custom RealityKit components, systems, ECS queries, component registration, update loops, Codable component state, and per-frame multi-entity behavior on visionOS. Use when documented RealityKit components do not represent the needed state or behavior, when behavior spans multiple entities, or when a task needs custom System and Component architecture instead of SwiftUI view logic.",
      "provider": "visionos-agents",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/realitykit-ecs-systems",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/realitykit-ecs-systems/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "design",
        "document",
        "realitykit",
        "ecs",
        "systems"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/realitykit-rendering-materials",
      "name": "realitykit-rendering-materials",
      "description": "Implement and debug RealityKit rendering, materials, lighting, cameras, visual effects, post-processing, render cost controls, Gaussian splats, decals, lightmaps, probes, LOD, and occlusion on visionOS 27. Use when a RealityKit task is primarily about visual appearance, mesh/material display, lights, shadows, tone mapping, bloom, camera projection, rendering performance, or choosing rendering components instead of animation, audio, interaction, or custom ECS behavior.",
      "provider": "visionos-agents",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/realitykit-rendering-materials",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/realitykit-rendering-materials/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "visual",
        "realitykit",
        "rendering",
        "materials"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/realitykit-visionos-developer",
      "name": "realitykit-visionos-developer",
      "description": "Route RealityKit work on visionOS 27 and handle core entity/component basics, RealityView scene setup, asset loading, input targets, SwiftUI attachments, anchoring, portals, synchronization, and USDStage bridge usage. Use for general RealityKit triage, choosing documented components, loading Reality Composer Pro, USD, USDZ, or .reality content, and deciding whether to hand off to realitykit-rendering-materials, realitykit-animation-physics, realitykit-audio-spatial, realitykit-ecs-systems, spatial-preview-developer, usdkit-runtime-developer, usd-editor, shadergraph-editor, ARKit, SwiftUI, or build-debug skills.",
      "provider": "visionos-agents",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/realitykit-visionos-developer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/realitykit-visionos-developer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "document",
        "realitykit",
        "visionos",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/shadergraph-editor",
      "name": "shadergraph-editor",
      "description": "Author, load, and troubleshoot Reality Composer Pro Shader Graph materials for RealityKit on visionOS. Use when building Shader Graph materials, exposing promoted inputs for runtime control, debugging exported USD and MaterialX interop, or building shader graphs programmatically in Swift on visionOS 27.",
      "provider": "visionos-agents",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/shadergraph-editor",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/shadergraph-editor/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "shadergraph",
        "editor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/shareplay-developer",
      "name": "shareplay-developer",
      "description": "Build, integrate, and troubleshoot SharePlay GroupActivities features for visionOS 27, including GroupActivity definitions, activation flows, GroupSession lifecycle, messaging and journals, ShareLink and SharePlay UI surfaces, and spatial coordination.",
      "provider": "visionos-agents",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/shareplay-developer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/shareplay-developer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "shareplay",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/spatial-app-architecture",
      "name": "spatial-app-architecture",
      "description": "Choose and refactor visionOS app architecture across surfaces, scene boundaries, state ownership, and file layout. Use when deciding window vs volume vs immersive space, splitting a feature across scenes, cleaning up a monolithic spatial root, or defining the ownership map before implementing SwiftUI or RealityKit details.",
      "provider": "visionos-agents",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-15T15:51:00Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/spatial-app-architecture",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/spatial-app-architecture/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "ci",
        "spatial",
        "app",
        "architecture"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 65,
      "maintenance_status": "maintained",
      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/spatial-swiftui-developer",
      "name": "spatial-swiftui-developer",
      "description": "Design and implement visionOS 27 SwiftUI scenes that integrate RealityKit content. Use when building spatial UI with RealityView, Model3D, attachments, volumetric windows, ImmersiveSpace, spatial gestures, windowing, spatial layout, or when choosing SwiftUI vs RealityKit APIs for 3D presentation.",
      "provider": "visionos-agents",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/spatial-swiftui-developer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/spatial-swiftui-developer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "api",
        "design",
        "spatial",
        "swiftui",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/swiftui-chart3d-developer",
      "name": "swiftui-chart3d-developer",
      "description": "Build SwiftUI Chart3D and Swift Charts 3D visualizations for visionOS 27 and Apple platforms. Use when implementing Chart3D, SurfacePlot, 3D PointMark, RuleMark, RectangleMark, Chart3DPose, 3D chart scales, axis labels, camera projection, or spatial data-visualization interactions.",
      "provider": "visionos-agents",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/swiftui-chart3d-developer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/swiftui-chart3d-developer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "art",
        "visual",
        "swiftui",
        "chart3d",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/tkr-skill-writer",
      "name": "tkr-skill-writer",
      "description": "Guide for creating and structuring skills with consistent formatting, clear documentation, and proper reference organization. Use when creating new skills or updating existing skill documentation.",
      "provider": "visionos-agents",
      "category": "documents",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-17T14:09:45Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/tkr-skill-writer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/tkr-skill-writer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "pr",
        "document",
        "tkr",
        "skill",
        "writer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 94,
      "maintenance_status": "maintained",
      "quality_score": 50,
      "skill_type": "full",
      "requires_mcp": true,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/usd-editor",
      "name": "usd-editor",
      "description": "Guide for modifying USD ASCII (.usda) files and command-line USD workflows, including prims, properties, composition arcs, variants, transforms, usdcat, usdchecker, usdrecord, usdtree, usdzip, and usdedit. Use when editing or reviewing .usda files by hand, validating USD/USDZ assets, or working in an asset pipeline outside runtime Swift USDKit.",
      "provider": "visionos-agents",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/usd-editor",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/usd-editor/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "ci",
        "usd",
        "editor"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
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      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/usdkit-runtime-developer",
      "name": "usdkit-runtime-developer",
      "description": "Build USDKit runtime editing flows on visionOS 27, macOS 27, or iOS 27. Use when Swift code imports USDKit, opens or creates USDStage and USDLayer values, edits USDPrim attributes, observes USDStage.ObjectsDidChange, exports runtime USD packages, or bridges live stages through RealityKit USDStageComponent.",
      "provider": "visionos-agents",
      "category": "mobile",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/usdkit-runtime-developer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/usdkit-runtime-developer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "usdkit",
        "runtime",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/visionos-immersive-media-developer",
      "name": "visionos-immersive-media-developer",
      "description": "Implement immersive and spatial video experiences on Apple Vision Pro (visionOS 27), including AVKit AVExperienceController, RealityKit VideoPlayerComponent setup, Apple Projected Media Profile (APMP), portal/progressive/full immersive viewing modes, transitions and events, comfort mitigation, and Apple Immersive Video authoring workflows.",
      "provider": "visionos-agents",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-20T00:27:15Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/visionos-immersive-media-developer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/visionos-immersive-media-developer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "visionos",
        "immersive",
        "media",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 0,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "visionos-agents/visionos-widgetkit-developer",
      "name": "visionos-widgetkit-developer",
      "description": "Build and debug WidgetKit widgets for Apple Vision Pro (visionOS), including mounting styles (elevated/recessed), textures (glass/paper), proximity-aware layouts via LevelOfDetail, interactive widgets with AppIntents, widget rendering modes (accented/fullColor), and timeline update troubleshooting. (visionOS widgets are pinned spatial objects, not watch complications.)",
      "provider": "visionos-agents",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-06-04T19:05:32Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/tomkrikorian/visionOSAgents",
        "path": "skills/visionos-widgetkit-developer",
        "skill_md_url": "https://raw.githubusercontent.com/tomkrikorian/visionOSAgents/main/skills/visionos-widgetkit-developer/SKILL.md",
        "commit_sha": "c359c3a99ffe9ad9a46f1de2d4fbb7f16d4db2dc"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": true,
      "tags": [
        "pr",
        "visionos",
        "widgetkit",
        "developer"
      ],
      "duplicate_status": null,
      "duplicate_annotation": null,
      "duplicate_of": null,
      "duplicate_similarity": null,
      "days_since_update": 15,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 56
    },
    {
      "id": "aws-skills/aws-agentic-ai",
      "name": "aws-agentic-ai",
      "description": "AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity, Code Interpreter, Browser, Observability, Agent Registry, or Evaluations. Covers agent deployment, MCP tool integration, credential management, agent discovery, governance workflows, and automated quality assessment. Essential when user mentions AgentCore, agent runtime, agent registry, agent evaluation, MCP gateway, deploy agent, register MCP server, discover agents, evaluate agent quality, agent credentials, or wants to build, deploy, catalog, or monitor AI agents on AWS.",
      "provider": "aws-skills",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-04-13T10:40:24Z",
      "metadata": {},
      "source": {
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        "path": "plugins/aws-agentic-ai/skills/aws-agentic-ai",
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      "description": "AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTrail activity, or assessing security posture. Essential when user mentions AWS costs, spending, billing, budget, pricing, CloudWatch, observability, monitoring, alerting, CloudTrail, audit, or wants to optimize AWS infrastructure costs and operational efficiency.",
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      "description": "Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user mentions aws-mcp, awsdocs, uvx setup, or MCP server configuration. Covers both Full AWS MCP Server (with uvx + credentials) and lightweight Documentation MCP (no auth required).",
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      "github_stars": 309
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      "description": "AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.",
      "provider": "aws-skills",
      "category": "cloud",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-03-06T13:49:45Z",
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      "id": "emblemcompany/emblem-ai",
      "name": "emblem-ai",
      "description": "One-shot user management for apps, multi-chain wallet authentication, an AI-powered assistant, and AI app introspection. Use when the user wants to let website users sign in with wallets, email/password, or social login and give each user a wallet-enabled account, then embed EmblemAI chat surfaces, connect plugins, or add Reflexive observability. Provides React components, TypeScript SDKs, session-based authentication, and pointers to the React and agent-wallet skills for specialized workflows.",
      "provider": "emblemcompany",
      "category": "web",
      "license": "MIT",
      "compatibility": "Cross-platform skill compatible with Claude Code, Cursor, Codex, OpenClaw, and other Agent Skills implementations.",
      "last_updated_at": "2026-04-20T07:30:36Z",
      "metadata": {
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        "source-homepage": "https://emblemvault.ai",
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        "source-docs-interactive": "https://emblemvault.dev",
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      "has_scripts": false,
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    {
      "id": "emblemcompany/emblem-ai-agent-wallet",
      "name": "emblem-ai-agent-wallet",
      "description": "Connect to EmblemVault and manage wallet-aware workflows via EmblemAI with review-first, operator-controlled actions. Supports Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin. Also use when the user needs Emblem's auth model explained: one browser auth flow can log a user in with wallets, email/password, or social sign-in, while agent mode can auto-provision a profile-scoped wallet with no manual setup.",
      "provider": "emblemcompany",
      "category": "development",
      "license": "MIT",
      "compatibility": "Requires Node.js >= 18.0.0, @emblemvault/agentwallet CLI, and internet access. Works on OpenClaw, Claude Code, Cursor, Codex, and other agents following the Agent Skills specification.",
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      "source": {
        "repo": "https://github.com/EmblemCompany/Agent-skills",
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      "tags": [
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      "github_stars": 10
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    {
      "id": "emblemcompany/emblem-ai-prompt-examples",
      "name": "emblem-ai-prompt-examples",
      "description": "Curated prompt and usage examples for research, portfolio review, quote requests, approval-gated drafts, NFT discovery, prediction-market analysis, and assistant workflows. Emphasis is review-first, trust-boundary-aware use of external data, and explicit confirmation before any value-moving action. Use when the user wants example prompts, phrasing guidance, or sample requests for end-user EmblemAI tasks.",
      "provider": "emblemcompany",
      "category": "development",
      "license": "MIT",
      "compatibility": "Works on Claude Code, Cursor, Codex, OpenClaw, and other agents following the Agent Skills specification.",
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        "homepage": "https://emblemvault.ai",
        "docs": "https://emblemvault.ai/docs",
        "docs-interactive": "https://emblemvault.dev"
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      "source": {
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      "github_stars": 10
    },
    {
      "id": "emblemcompany/emblem-ai-react",
      "name": "emblem-ai-react",
      "description": "React integration skill for EmblemAI's one-shot user management. Use when the user wants to add website authentication plus wallet-enabled users to a React app with EmblemAuthProvider, ConnectButton, social/email/wallet login, chat components, React auth hooks, React composition patterns, or Migrate.fun React hooks.",
      "provider": "emblemcompany",
      "category": "web",
      "license": "MIT",
      "compatibility": "Works on Claude Code, Cursor, Codex, OpenClaw, and other agents following the Agent Skills specification.",
      "last_updated_at": "2026-04-20T07:30:36Z",
      "metadata": {
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        "version": "1.0.1",
        "homepage": "https://emblemvault.ai",
        "docs": "https://emblemvault.ai/docs",
        "docs-interactive": "https://emblemvault.dev"
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      "source": {
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      "has_scripts": false,
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    {
      "id": "emblemcompany/emblem-defi-yield",
      "name": "emblem-defi-yield",
      "description": "DeFi yield research and liquid staking via EmblemAI. Discover yield opportunities, compare protocols, check DeFi positions with Nansen, and enter liquid staking via token swaps. Use when the user wants to research yields, find staking options, or review DeFi positions.\n",
      "provider": "emblemcompany",
      "category": "development",
      "license": "MIT",
      "compatibility": "Requires Node.js >= 18.0.0, @emblemvault/agentwallet CLI, and internet access. Works on Claude Code, Cursor, Codex, OpenClaw, and other agents following the Agent Skills spec.\n",
      "last_updated_at": "2026-04-20T07:30:36Z",
      "metadata": {
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        "version": "1.1.0",
        "homepage": "https://emblemvault.ai",
        "docs": "https://emblemvault.ai/docs",
        "docs-interactive": "https://emblemvault.dev"
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      "source": {
        "repo": "https://github.com/EmblemCompany/Agent-skills",
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      "has_scripts": true,
      "has_references": false,
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      "tags": [
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    {
      "id": "emblemcompany/emblem-market-research",
      "name": "emblem-market-research",
      "description": "Crypto market intelligence via EmblemAI. Trending tokens, on-chain analytics, derivatives data, and smart money tracking from CoinGecko, CoinGlass, Birdeye, and Nansen. Use when the user wants market data, trending tokens, derivatives analytics, or on-chain intelligence.\n",
      "provider": "emblemcompany",
      "category": "data",
      "license": "MIT",
      "compatibility": "Requires Node.js >= 18.0.0, @emblemvault/agentwallet CLI, and internet access. Works on Claude Code, Cursor, Codex, OpenClaw, and other agents following the Agent Skills spec.\n",
      "last_updated_at": "2026-04-20T07:30:36Z",
      "metadata": {
        "author": "EmblemAI",
        "version": "1.1.0",
        "homepage": "https://emblemvault.ai",
        "docs": "https://emblemvault.ai/docs",
        "docs-interactive": "https://emblemvault.dev"
      },
      "source": {
        "repo": "https://github.com/EmblemCompany/Agent-skills",
        "path": "skills/emblem-market-research",
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      "has_scripts": true,
      "has_references": false,
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      "tags": [
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        "research"
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      "duplicate_status": null,
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      "quality_score": 60,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 10
    },
    {
      "id": "emblemcompany/emblem-memecoin-scout",
      "name": "emblem-memecoin-scout",
      "description": "Memecoin discovery and risk assessment via EmblemAI. Trending memecoins on Solana, Base, and Hedera. Pump.fun and LaunchLab new token alerts, Clanker discovery, rug-pull detection, holder analysis, and smart money tracking. Use when the user wants to find new memecoins, check if a token is a rug pull, or scout trending low-cap tokens.\n",
      "provider": "emblemcompany",
      "category": "creative",
      "license": "MIT",
      "compatibility": "Requires Node.js >= 18.0.0, @emblemvault/agentwallet CLI, and internet access. Works on Claude Code, Cursor, Codex, OpenClaw, and other agents following the Agent Skills spec.\n",
      "last_updated_at": "2026-04-20T07:30:36Z",
      "metadata": {
        "author": "EmblemAI",
        "version": "1.1.0",
        "homepage": "https://emblemvault.ai",
        "docs": "https://emblemvault.ai/docs",
        "docs-interactive": "https://emblemvault.dev"
      },
      "source": {
        "repo": "https://github.com/EmblemCompany/Agent-skills",
        "path": "skills/emblem-memecoin-scout",
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      "has_scripts": true,
      "has_references": false,
      "has_assets": false,
      "tags": [
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        "analysis",
        "emblem",
        "memecoin",
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      "duplicate_status": null,
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      "requires_mcp": false,
      "github_stars": 10
    },
    {
      "id": "emblemcompany/emblem-portfolio-tracker",
      "name": "emblem-portfolio-tracker",
      "description": "Track crypto portfolio across 7 blockchains via EmblemAI. Aggregated balances with USD values, conditional trade P&L, and DeFi position tracking via Nansen. Use when the user wants to check their portfolio, see balances across chains, or review trade positions.\n",
      "provider": "emblemcompany",
      "category": "development",
      "license": "MIT",
      "compatibility": "Requires Node.js >= 18.0.0, @emblemvault/agentwallet CLI, and internet access. Works on Claude Code, Cursor, Codex, OpenClaw, and other agents following the Agent Skills spec.\n",
      "last_updated_at": "2026-04-20T07:30:36Z",
      "metadata": {
        "author": "EmblemAI",
        "version": "1.1.0",
        "homepage": "https://emblemvault.ai",
        "docs": "https://emblemvault.ai/docs",
        "docs-interactive": "https://emblemvault.dev"
      },
      "source": {
        "repo": "https://github.com/EmblemCompany/Agent-skills",
        "path": "skills/emblem-portfolio-tracker",
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      "has_scripts": true,
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        "portfolio",
        "tracker"
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      "github_stars": 10
    },
    {
      "id": "emblemcompany/emblem-token-swap",
      "name": "emblem-token-swap",
      "description": "Execute token swaps across 6 blockchains via EmblemAI. Automatic route optimization and cross-chain bridging via ChangeNow. Use when the user wants to swap tokens, exchange crypto, convert between currencies, or bridge assets cross-chain.\n",
      "provider": "emblemcompany",
      "category": "development",
      "license": "MIT",
      "compatibility": "Requires Node.js >= 18.0.0, @emblemvault/agentwallet CLI, and internet access. Works on Claude Code, Cursor, Codex, OpenClaw, and other agents following the Agent Skills spec.\n",
      "last_updated_at": "2026-04-20T07:30:36Z",
      "metadata": {
        "author": "EmblemAI",
        "version": "1.1.0",
        "homepage": "https://emblemvault.ai",
        "docs": "https://emblemvault.ai/docs",
        "docs-interactive": "https://emblemvault.dev"
      },
      "source": {
        "repo": "https://github.com/EmblemCompany/Agent-skills",
        "path": "skills/emblem-token-swap",
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      "has_scripts": true,
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        "emblem",
        "token",
        "swap"
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      "github_stars": 10
    },
    {
      "id": "fal-ai/character-design",
      "name": "character-design",
      "description": "Build consistent character designs and character media with genmedia. Use this for original characters, reference sheets, expression sheets, outfit variations, identity-preserving edits, and character-to-video workflows.",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/character-design",
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      "has_scripts": false,
      "has_references": true,
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      "tags": [
        "pr",
        "design",
        "character"
      ],
      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 80,
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      "github_stars": 186
    },
    {
      "id": "fal-ai/cinematography",
      "name": "cinematography",
      "description": "Design cinematic image and video prompts for genmedia. Use this for shot language, camera movement, lighting, lens choices, color grade, film texture, scene blocking, and production-ready visual direction.",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/cinematography",
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      "has_scripts": false,
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        "design",
        "visual",
        "cinematography"
      ],
      "duplicate_status": null,
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      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/commercial",
      "name": "commercial",
      "description": "Plan and run commercial image or video production with genmedia. Use this for product photography, ads, e-commerce batches, product reveals, lifestyle commercials, background replacement, social formats, and brand-safe prompt work.",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/commercial",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "brand",
        "commercial"
      ],
      "duplicate_status": null,
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      "quality_score": 80,
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      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/fal-gamedev",
      "name": "fal-gamedev",
      "description": "Generate 2D pixel art game assets, characters, sprite sheets, background removal, and game backgrounds. Trigger for \"pixel art character\", \"sprite sheet\", \"walk cycle\", \"game sprites\", \"isometric sprites\", \"side-scroller assets\", \"RPG character sprites\", \"idle animation\", \"attack animation\", \"jump animation\", \"game background\", \"parallax background\", \"isometric map\", \"2D game art\", \"pixel art animation\". Covers character generation (nano-banana-pro / gpt-image-2), sprite sheet animation (nano/edit or gpt-image-2/edit), background removal (Bria), and background generation (parallax layers or isometric map).\n",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {
        "author": "fal-ai-community",
        "version": "0.1.0"
      },
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/fal-gamedev",
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      "has_scripts": false,
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        "gamedev"
      ],
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      "github_stars": 186
    },
    {
      "id": "fal-ai/fal-models-catalog",
      "name": "fal-models-catalog",
      "description": "Choose the right fal.ai endpoint for a given task. Modality-organized catalog of production endpoint defaults, text-to-image, image-to-image, text-to-video, image-to-video, and more. Use when the user has not named a specific model, or asks \"which model for X\", \"best endpoint for Y\", \"what should I use for Z\".",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
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        "repo": "https://github.com/fal-ai-community/skills",
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      },
      "has_scripts": false,
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      "tags": [
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        "ci",
        "fal",
        "models",
        "catalog"
      ],
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      "github_stars": 186
    },
    {
      "id": "fal-ai/fal-prompting",
      "name": "fal-prompting",
      "description": "Model-family-specific prompt craft for fal.ai endpoints. Trigger when the user mentions a specific model family by name and asks how to prompt it (\"how do I prompt Kling\", \"GPT Image 2 prompt structure\", \"Happy Horse tips\"), or when prompts to a routed endpoint keep coming back generic and the family's known nuances should be applied. For endpoint selection (\"which model for X\"), use `fal-models-catalog` instead. This skill is about how to talk to a model once it has been chosen.",
      "provider": "fal-ai",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
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        "repo": "https://github.com/fal-ai-community/skills",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "fal",
        "prompting"
      ],
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      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/fal-recipes",
      "name": "fal-recipes",
      "description": "Use-case-driven multi-step pipelines on fal.ai. Trigger when the user asks for a specific kind of content production rather than a single endpoint call: \"make a commercial\", \"ad creative\", \"product photography\", \"cinematic shot\", \"film look\", \"character design\", \"consistent character\", \"anchor system\", \"storyboard\", \"multi-shot\", \"narrative video\", \"talking head\", \"lip sync\", \"make this person talk\", \"virtual try-on\", \"garment transfer\", \"restore image\", \"deblur\", \"denoise\", \"fix face\", \"old photo restore\", \"add audio to video\", \"video sound effects\", \"product shot\", \"photoreal\", \"realistic photo\", \"candid photo\", \"editorial portrait\", \"documentary photo\", \"looks like a real photograph\", \"iPhone-style photo\", \"film photo\", \"archival photo\". Each recipe describes inputs, the genmedia call sequence, and quality checks.",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/fal-recipes",
        "skill_md_url": "https://raw.githubusercontent.com/fal-ai-community/skills/main/skills/fal-recipes/SKILL.md",
        "commit_sha": "9ca850412943251fc9a466c4c29fdaf7a303a3d8"
      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "document",
        "fal",
        "recipes"
      ],
      "duplicate_status": null,
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      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/fal-redesign",
      "name": "fal-redesign",
      "description": "Upgrade a coded website to award-tier, editorially-crafted design using fal.ai. Takes a local HTML file or a dev-server URL, screenshots it, has an opus-4.7 vision model write a gpt-image-2 edit prompt, uses fal-ai/gpt-image-2/edit to produce the redesigned reference image, then opus-4.7 vision writes a Markdown build-spec with a \"Hard constraints\" section + a tokens.json. Also supports iterate (screenshot implemented site \u2192 delta-spec vs reference) and greenfield generate (brief \u2192 mockup \u2192 single-file HTML). Invoke when the user says \"improve the design\", \"make it world-class\", \"redesign this landing page\", \"upgrade this site\", \"design pass\", or points at a local HTML / dev server for a visual review.",
      "provider": "fal-ai",
      "category": "development",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {
        "author": "fal-ai-community",
        "version": "0.1.0"
      },
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/fal-redesign",
        "skill_md_url": "https://raw.githubusercontent.com/fal-ai-community/skills/main/skills/fal-redesign/SKILL.md",
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      "has_scripts": false,
      "has_references": false,
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      "tags": [
        "json",
        "pr",
        "design",
        "visual",
        "fal",
        "redesign"
      ],
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      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/fal-regenerate-3d",
      "name": "fal-regenerate-3d",
      "description": "Build a fully-interactive 3D character-selector experience powered entirely by fal.ai. Generates stylized characters (FLUX.2 / GPT-Image-2), rigged animated GLBs (Meshy v6), themed companion creatures, per-character PATINA floor textures, looped Seedance video backgrounds, and a Three.js scene with palette swaps, breathing reflections, transition effects and a CREATE-YOUR-OWN flow.",
      "provider": "fal-ai",
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      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/fal-regenerate-3d",
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      },
      "has_scripts": false,
      "has_references": false,
      "has_assets": false,
      "tags": [
        "fal",
        "regenerate"
      ],
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      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 70,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/fan-cam",
      "name": "fan-cam",
      "description": "Create personalized live sports broadcast fan-cam videos with genmedia. Use this for realistic spectator cutaways, stadium or arena crowd reactions, broadcast screenshots, sports TV shots, scoreboard overlays, TV channel bugs, and identity-preserving fan reaction videos from a user photo.",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-13T14:45:02Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/fan-cam",
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      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "fan",
        "cam"
      ],
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      "quality_score": 80,
      "skill_type": "full",
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      "github_stars": 186
    },
    {
      "id": "fal-ai/genmedia",
      "name": "genmedia",
      "description": "Use the genmedia CLI to search, inspect, run, and manage 1200+ fal.ai model endpoints. Trigger when the user mentions \"genmedia\", \"fal CLI\", or asks to \"search models\", \"run a model\", \"fetch schema\", \"check pricing\", \"upload to fal\", \"queue async job\", \"track request\", or any direct interaction with the fal.ai endpoint catalog. This is the foundational skill. Every other fal.ai-related skill in this repo executes its work through genmedia commands. Use `--json` whenever the output will be parsed by an agent.",
      "provider": "fal-ai",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-08T01:40:12Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/genmedia",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
        "json",
        "pr",
        "ci",
        "cli",
        "genmedia"
      ],
      "duplicate_status": null,
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      "days_since_update": 13,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/genmedia-workflow",
      "name": "genmedia-workflow",
      "description": "Design and execute multi-step media workflows with genmedia. Use this for pipelines that combine planning, generation, editing, image or video utilities, audio, subtitles, batching, and final delivery manifests.",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-04T03:51:14Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/genmedia-workflow",
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      "tags": [
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        "genmedia",
        "workflow"
      ],
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      "days_since_update": 17,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/marketing",
      "name": "marketing",
      "description": "Plan and run campaign-level marketing asset production with genmedia. Use this for launch kits, campaign matrices, paid social variants, landing-page visuals, email and banner imagery, hook/proof/conversion assets, creator ad packages, and channel-specific marketing deliverables.",
      "provider": "fal-ai",
      "category": "creative",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-07T18:30:33Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/marketing",
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      },
      "has_scripts": false,
      "has_references": true,
      "has_assets": false,
      "tags": [
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        "ci",
        "visual",
        "email",
        "marketing"
      ],
      "duplicate_status": null,
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      "days_since_update": 13,
      "maintenance_status": "active",
      "quality_score": 80,
      "skill_type": "full",
      "requires_mcp": false,
      "github_stars": 186
    },
    {
      "id": "fal-ai/model-routing",
      "name": "model-routing",
      "description": "Choose default fal.ai endpoint IDs for genmedia production skills. Use this with commercial, marketing, ugc, character-design, cinematography, storytelling, and workflow when the user has not named a specific model.",
      "provider": "fal-ai",
      "category": "ml-ai",
      "license": null,
      "compatibility": null,
      "last_updated_at": "2026-05-07T18:30:33Z",
      "metadata": {},
      "source": {
        "repo": "https://github.com/fal-ai-community/skills",
        "path": "skills/model-routing",
        "skill_md_url": "https://raw.githubusercontent.com/fal-ai-community/skills/main/skills/model-routing/SKILL.md",
        "commit_sha": "9ca850412943251fc9a466c4c29fdaf7a303a3d8"
      },
      "has_scripts": false,
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      "has_assets": false,
      "tags": [
        "pr",
        "ci",
        "design",
        "model",
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      ],
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      "description": "Plan and run UGC-style creator ads and social proof videos with genmedia. Use this for direct-to-camera creator scripts, talking-head ads, product demos, testimonials, founder clips, unboxing, reaction, before-after, faceless voiceover, and short vertical social videos.",
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      "description": "Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wants to download, extract, or save an article/blog post from a URL without ads, navigation, or clutter.",
      "provider": "tapestry",
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      "description": "AI-powered Scrum Master and Enterprise Agility Coach based on Jeff Sutherland, Taiichi Ohno, and First Principles thinking. Use when user needs help with Scrum, sprint analysis, backlog refinement, scaling advice, impediment removal, team dynamics, or agile coaching. Activate for questions about Scrum mechanics, Scrum@Scale, flow optimization, or team performance.",
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      "description": "Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.",
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      "name": "youtube-transcript",
      "description": "Download YouTube video transcripts when user provides a YouTube URL or asks to download/get/fetch a transcript from YouTube. Also use when user wants to transcribe or get captions/subtitles from a YouTube video.",
      "provider": "tapestry",
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    {
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      "description": "AI-powered self-healing Selenium tests with Reqnroll BDD",
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      "description": "Generate and run REST API tests using Postman collections and Newman CLI. Use when asked to test APIs, verify endpoints, validate responses, or run Postman tests in CI.",
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      "description": "Convert markdown documents and chat summaries into formatted EPUB ebook files that can be read on any device or uploaded to Kindle.",
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      "description": "Provides assistance with planning family history and genealogy research projects.",
      "provider": "family-history-skill",
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      "last_updated_at": "2025-11-06T02:04:46Z",
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      "description": "Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis",
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      "last_updated_at": "2025-10-16T19:35:05Z",
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