{ "version": "2.0.0", "generatedAt": "2026-08-25T05:15:19.979Z", "assets": { "agents": { "CSharpExpert": { "path": "assets/agents/CSharpExpert.agent.md", "description": "An agent designed to assist with software development tasks for .NET projects.", "title": "CSharpExpert", "type": "agents" }, "Thinking-Beast-Mode": { "path": "assets/agents/Thinking-Beast-Mode.agent.md", "description": "A transcendent coding agent with quantum cognitive architecture, adversarial intelligence, and unrestricted creative freedom.", "title": "Thinking-Beast-Mode", "type": "agents" }, "Ultimate-Transparent-Thinking-Beast-Mode": { "path": "assets/agents/Ultimate-Transparent-Thinking-Beast-Mode.agent.md", "description": "Ultimate Transparent Thinking Beast Mode", "title": "Ultimate-Transparent-Thinking-Beast-Mode", "type": "agents" }, "WinFormsExpert": { "path": "assets/agents/WinFormsExpert.agent.md", "description": "Support development of .NET (OOP) WinForms Designer compatible Apps.", "title": "WinFormsExpert", "type": "agents" }, "accessibility-runtime-tester": { "path": "assets/agents/accessibility-runtime-tester.agent.md", "description": "Runtime accessibility specialist for keyboard flows, focus management, dialog behavior, form errors, and evidence-backed WCAG validation in the browser.", "title": "accessibility-runtime-tester", "type": "agents" }, "accessibility": { "path": "assets/agents/accessibility.agent.md", "description": "Expert assistant for web accessibility (WCAG 2.1/2.2), inclusive UX, and a11y testing", "title": "accessibility", "type": "agents" }, "address-comments": { "path": "assets/agents/address-comments.agent.md", "description": "Address PR comments", "title": "address-comments", "type": "agents" }, "adr-generator": { "path": "assets/agents/adr-generator.agent.md", "description": "Expert agent for creating comprehensive Architectural Decision Records (ADRs) with structured formatting optimized for AI consumption and human readability.", "title": "adr-generator", "type": "agents" }, "aem-frontend-specialist": { "path": "assets/agents/aem-frontend-specialist.agent.md", "description": "Expert assistant for developing AEM components using HTL, Tailwind CSS, and Figma-to-code workflows with design system integration", "title": "aem-frontend-specialist", "type": "agents" }, "agent-governance-reviewer": { "path": "assets/agents/agent-governance-reviewer.agent.md", "description": "AI agent governance expert that reviews code for safety issues, missing governance controls, and helps implement policy enforcement, trust scoring, and audit trails in agent systems.", "title": "agent-governance-reviewer", "type": "agents" }, "ai-readiness-reporter": { "path": "assets/agents/ai-readiness-reporter.agent.md", "description": "Runs the AgentRC readiness assessment on the current repository and produces a self-contained, static HTML dashboard at reports/index.html. Explains every readiness pillar, the maturity level, and an actionable remediation plan, framed by AgentRC measure → generate → maintain loop. Use when asked to assess, audit, score, report on, or visualise the AI readiness of a repo.", "title": "ai-readiness-reporter", "type": "agents" }, "ai-team-dev": { "path": "assets/agents/ai-team-dev.agent.md", "description": "AI development team (Nova, Sage, Milo). Use when implementing features, fixing bugs, writing tests, improving user experience, or preparing a pull request across the project's actual stack.", "title": "ai-team-dev", "type": "agents" }, "ai-team-producer": { "path": "assets/agents/ai-team-producer.agent.md", "description": "AI team producer (Remy). Use when planning work, clarifying scope, coordinating Dev and optional QA, triaging issues, maintaining project context, or preparing and merging pull requests. Never writes application code.", "title": "ai-team-producer", "type": "agents" }, "ai-team-qa": { "path": "assets/agents/ai-team-qa.agent.md", "description": "Optional AI QA engineer (Ivy). Use when testing behavior, running automated or exploratory checks, filing reproducible bugs, verifying fixes, or providing release confidence for changes that warrant dedicated QA.", "title": "ai-team-qa", "type": "agents" }, "amplitude-experiment-implementation": { "path": "assets/agents/amplitude-experiment-implementation.agent.md", "description": "This custom agent uses Amplitude's MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features.", "title": "amplitude-experiment-implementation", "type": "agents" }, "api-architect": { "path": "assets/agents/api-architect.agent.md", "description": "Your role is that of an API architect. Help mentor the engineer by providing guidance, support, and working code.", "title": "api-architect", "type": "agents" }, "apify-integration-expert": { "path": "assets/agents/apify-integration-expert.agent.md", "description": "Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment.", "title": "apify-integration-expert", "type": "agents" }, "arch-linux-expert": { "path": "assets/agents/arch-linux-expert.agent.md", "description": "Arch Linux specialist focused on pacman, rolling-release maintenance, and Arch-centric system administration workflows.", "title": "arch-linux-expert", "type": "agents" }, "arch": { "path": "assets/agents/arch.agent.md", "description": "Expert in modern architecture design patterns, NFR requirements, and creating comprehensive architectural diagrams and documentation", "title": "arch", "type": "agents" }, "arm-migration": { "path": "assets/agents/arm-migration.agent.md", "description": "Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub.", "title": "arm-migration", "type": "agents" }, "atlassian-requirements-to-jira": { "path": "assets/agents/atlassian-requirements-to-jira.agent.md", "description": "Transform requirements documents into structured Jira epics and user stories with intelligent duplicate detection, change management, and user-approved creation workflow.", "title": "atlassian-requirements-to-jira", "type": "agents" }, "aws-cloud-expert": { "path": "assets/agents/aws-cloud-expert.agent.md", "description": "AWS Cloud Expert provides deep, hands-on guidance for designing, building, and operating AWS workloads. Covers the full AWS ecosystem — serverless, containers, databases, networking, IaC, security, and cost optimization — grounded in the AWS Well-Architected Framework.", "title": "aws-cloud-expert", "type": "agents" }, "aws-incident-triage": { "path": "assets/agents/aws-incident-triage.agent.md", "description": "On-call SRE agent that drives structured CloudWatch-based incident investigation from alarms through root-cause hypothesis.", "title": "aws-incident-triage", "type": "agents" }, "aws-principal-architect": { "path": "assets/agents/aws-principal-architect.agent.md", "description": "Provide expert AWS Principal Architect guidance using AWS Well-Architected Framework principles and AWS best practices.", "title": "aws-principal-architect", "type": "agents" }, "aws-serverless-architect": { "path": "assets/agents/aws-serverless-architect.agent.md", "description": "Provide expert AWS Serverless Architect guidance focusing on event-driven architectures, Lambda, API Gateway, and serverless best practices.", "title": "aws-serverless-architect", "type": "agents" }, "azure-iac-exporter": { "path": "assets/agents/azure-iac-exporter.agent.md", "description": "Export existing Azure resources to Infrastructure as Code templates via Azure Resource Graph analysis, Azure Resource Manager API calls, and azure-iac-generator integration. Use this skill when the user asks to export, convert, migrate, or extract existing Azure resources to IaC templates (Bicep, ARM Templates, Terraform, Pulumi).", "title": "azure-iac-exporter", "type": "agents" }, "azure-iac-generator": { "path": "assets/agents/azure-iac-generator.agent.md", "description": "Central hub for generating Infrastructure as Code (Bicep, ARM, Terraform, Pulumi) with format-specific validation and best practices. Use this skill when the user asks to generate, create, write, or build infrastructure code, deployment code, or IaC templates in any format (Bicep, ARM Templates, Terraform, Pulumi).", "title": "azure-iac-generator", "type": "agents" }, "azure-logic-apps-expert": { "path": "assets/agents/azure-logic-apps-expert.agent.md", "description": "Expert guidance for Azure Logic Apps development focusing on workflow design, integration patterns, and JSON-based Workflow Definition Language.", "title": "azure-logic-apps-expert", "type": "agents" }, "azure-policy-analyzer": { "path": "assets/agents/azure-policy-analyzer.agent.md", "description": "Analyze Azure Policy compliance posture (NIST SP 800-53, MCSB, CIS, ISO 27001, PCI DSS, SOC 2), auto-discover scope, and return a structured single-pass risk report with evidence and remediation commands.", "title": "azure-policy-analyzer", "type": "agents" }, "azure-principal-architect": { "path": "assets/agents/azure-principal-architect.agent.md", "description": "Provide expert Azure Principal Architect guidance using Azure Well-Architected Framework principles and Microsoft best practices.", "title": "azure-principal-architect", "type": "agents" }, "azure-saas-architect": { "path": "assets/agents/azure-saas-architect.agent.md", "description": "Provide expert Azure SaaS Architect guidance focusing on multitenant applications using Azure Well-Architected SaaS principles and Microsoft best practices.", "title": "azure-saas-architect", "type": "agents" }, "azure-smart-city-iot-architect": { "path": "assets/agents/azure-smart-city-iot-architect.agent.md", "description": "Design Azure IoT and Smart City architectures with clear platform engineering reasoning, requiring mandatory review of Azure IoT Edge documentation before recommending edge solutions.", "title": "azure-smart-city-iot-architect", "type": "agents" }, "azure-verified-modules-bicep": { "path": "assets/agents/azure-verified-modules-bicep.agent.md", "description": "Create, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM).", "title": "azure-verified-modules-bicep", "type": "agents" }, "azure-verified-modules-owner-triage": { "path": "assets/agents/azure-verified-modules-owner-triage.agent.md", "description": "Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.", "title": "azure-verified-modules-owner-triage", "type": "agents" }, "azure-verified-modules-terraform": { "path": "assets/agents/azure-verified-modules-terraform.agent.md", "description": "Create, update, or review Azure IaC in Terraform using Azure Verified Modules (AVM).", "title": "azure-verified-modules-terraform", "type": "agents" }, "bicep-implement": { "path": "assets/agents/bicep-implement.agent.md", "description": "Act as an Azure Bicep Infrastructure as Code coding specialist that creates Bicep templates.", "title": "bicep-implement", "type": "agents" }, "bicep-plan": { "path": "assets/agents/bicep-plan.agent.md", "description": "Act as implementation planner for your Azure Bicep Infrastructure as Code task.", "title": "bicep-plan", "type": "agents" }, "blueprint-mode": { "path": "assets/agents/blueprint-mode.agent.md", "description": "Executes structured workflows (Debug, Express, Main, Loop) with strict correctness and maintainability. Enforces an improved tool usage policy, never assumes facts, prioritizes reproducible solutions, self-correction, and edge-case handling.", "title": "blueprint-mode", "type": "agents" }, "cast-imaging-impact-analysis": { "path": "assets/agents/cast-imaging-impact-analysis.agent.md", "description": "Specialized agent for comprehensive change impact assessment and risk analysis in software systems using CAST Imaging", "title": "cast-imaging-impact-analysis", "type": "agents" }, "cast-imaging-software-discovery": { "path": "assets/agents/cast-imaging-software-discovery.agent.md", "description": "Specialized agent for comprehensive software application discovery and architectural mapping through static code analysis using CAST Imaging", "title": "cast-imaging-software-discovery", "type": "agents" }, "cast-imaging-structural-quality-advisor": { "path": "assets/agents/cast-imaging-structural-quality-advisor.agent.md", "description": "Specialized agent for identifying, analyzing, and providing remediation guidance for code quality issues using CAST Imaging", "title": "cast-imaging-structural-quality-advisor", "type": "agents" }, "caveman-mode": { "path": "assets/agents/caveman-mode.agent.md", "description": "Terse, low-token responses. Minimal words, no fluff. Full capabilities preserved. Use when: optimize token usage, low-token mode, concise output, caveman mode, reduce verbosity, token-efficient, brief responses.", "title": "caveman-mode", "type": "agents" }, "centos-linux-expert": { "path": "assets/agents/centos-linux-expert.agent.md", "description": "CentOS (Stream/Legacy) Linux specialist focused on RHEL-compatible administration, yum/dnf workflows, and enterprise hardening.", "title": "centos-linux-expert", "type": "agents" }, "clojure-interactive-programming": { "path": "assets/agents/clojure-interactive-programming.agent.md", "description": "Expert Clojure pair programmer with REPL-first methodology, architectural oversight, and interactive problem-solving. Enforces quality standards, prevents workarounds, and develops solutions incrementally through live REPL evaluation before file modifications.", "title": "clojure-interactive-programming", "type": "agents" }, "cloud-saas-outage-triage": { "path": "assets/agents/cloud-saas-outage-triage.agent.md", "description": "Distinguish upstream cloud or SaaS incidents from application failures before changing code, using live official-feed status and incident timelines.", "title": "cloud-saas-outage-triage", "type": "agents" }, "code-tour": { "path": "assets/agents/code-tour.agent.md", "description": "Expert agent for creating and maintaining VSCode CodeTour files with comprehensive schema support and best practices", "title": "code-tour", "type": "agents" }, "comet-opik": { "path": "assets/agents/comet-opik.agent.md", "description": "Unified Comet Opik agent for instrumenting LLM apps, managing prompts/projects, auditing prompts, and investigating traces/metrics via the latest Opik MCP server.", "title": "comet-opik", "type": "agents" }, "context-architect": { "path": "assets/agents/context-architect.agent.md", "description": "An agent that helps plan and execute multi-file changes by identifying relevant context and dependencies", "title": "context-architect", "type": "agents" }, "context7": { "path": "assets/agents/context7.agent.md", "description": "Expert in latest library versions, best practices, and correct syntax using up-to-date documentation", "title": "context7", "type": "agents" }, "critical-thinking": { "path": "assets/agents/critical-thinking.agent.md", "description": "Challenge assumptions and encourage critical thinking to ensure the best possible solution and outcomes.", "title": "critical-thinking", "type": "agents" }, "csharp-dotnet-janitor": { "path": "assets/agents/csharp-dotnet-janitor.agent.md", "description": "Perform janitorial tasks on C#/.NET code including cleanup, modernization, and tech debt remediation.", "title": "csharp-dotnet-janitor", "type": "agents" }, "csharp-mcp-expert": { "path": "assets/agents/csharp-mcp-expert.agent.md", "description": "Expert assistant for developing Model Context Protocol (MCP) servers in C#", "title": "csharp-mcp-expert", "type": "agents" }, "custom-agent-foundry": { "path": "assets/agents/custom-agent-foundry.agent.md", "description": "Expert at designing and creating VS Code custom agents with optimal configurations", "title": "custom-agent-foundry", "type": "agents" }, "debian-linux-expert": { "path": "assets/agents/debian-linux-expert.agent.md", "description": "Debian Linux specialist focused on stable system administration, apt-based package management, and Debian policy-aligned practices.", "title": "debian-linux-expert", "type": "agents" }, "debug": { "path": "assets/agents/debug.agent.md", "description": "Debug your application to find and fix a bug", "title": "debug", "type": "agents" }, "declarative-agents-architect": { "path": "assets/agents/declarative-agents-architect.agent.md", "description": "", "title": "declarative-agents-architect", "type": "agents" }, "defender-scout-kql": { "path": "assets/agents/defender-scout-kql.agent.md", "description": "Generates, validates, and optimizes KQL queries for Microsoft Defender XDR Advanced Hunting across Endpoint, Identity, Office 365, Cloud Apps, and Identity.", "title": "defender-scout-kql", "type": "agents" }, "delphi-expert": { "path": "assets/agents/delphi-expert.agent.md", "description": "An agent designed to assist with software development tasks for Delphi/Object Pascal projects.", "title": "delphi-expert", "type": "agents" }, "demonstrate-understanding": { "path": "assets/agents/demonstrate-understanding.agent.md", "description": "Validate user understanding of code, design patterns, and implementation details through guided questioning.", "title": "demonstrate-understanding", "type": "agents" }, "devils-advocate": { "path": "assets/agents/devils-advocate.agent.md", "description": "I play the devil's advocate to challenge and stress-test your ideas by finding flaws, risks, and edge cases", "title": "devils-advocate", "type": "agents" }, "devops-expert": { "path": "assets/agents/devops-expert.agent.md", "description": "DevOps specialist following the infinity loop principle (Plan → Code → Build → Test → Release → Deploy → Operate → Monitor) with focus on automation, collaboration, and continuous improvement", "title": "devops-expert", "type": "agents" }, "devtools-regression-investigator": { "path": "assets/agents/devtools-regression-investigator.agent.md", "description": "Browser regression specialist for reproducing broken user flows, collecting console and network evidence, and narrowing likely root causes with Chrome DevTools MCP.", "title": "devtools-regression-investigator", "type": "agents" }, "diffblue-cover": { "path": "assets/agents/diffblue-cover.agent.md", "description": "Expert agent for creating unit tests for java applications using Diffblue Cover.", "title": "diffblue-cover", "type": "agents" }, "dotnet-fullstack-mentor": { "path": "assets/agents/dotnet-fullstack-mentor.agent.md", "description": "Opinionated mentor for .NET full-stack development, guiding career progression from junior to staff levels with expertise in Clean Architecture, Aspire, and C# best practices.", "title": "dotnet-fullstack-mentor", "type": "agents" }, "dotnet-maui": { "path": "assets/agents/dotnet-maui.agent.md", "description": "Support development of .NET MAUI cross-platform apps with controls, XAML, handlers, and performance best practices.", "title": "dotnet-maui", "type": "agents" }, "dotnet-self-learning-architect": { "path": "assets/agents/dotnet-self-learning-architect.agent.md", "description": "Senior .NET architect for complex delivery: designs .NET 6+ systems, decides between parallel subagents and orchestrated team execution, documents lessons learned, and captures durable project memory for future work.", "title": "dotnet-self-learning-architect", "type": "agents" }, "dotnet-upgrade": { "path": "assets/agents/dotnet-upgrade.agent.md", "description": "Perform janitorial tasks on C#/.NET code including cleanup, modernization, and tech debt remediation.", "title": "dotnet-upgrade", "type": "agents" }, "doublecheck": { "path": "assets/agents/doublecheck.agent.md", "description": "Interactive verification agent for AI-generated output. Runs a three-layer pipeline (self-audit, source verification, adversarial review) and produces structured reports with source links for human review.", "title": "doublecheck", "type": "agents" }, "droid": { "path": "assets/agents/droid.agent.md", "description": "Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive automation", "title": "droid", "type": "agents" }, "drupal-expert": { "path": "assets/agents/drupal-expert.agent.md", "description": "Expert assistant for Drupal development, architecture, and best practices using PHP 8.3+ and modern Drupal patterns", "title": "drupal-expert", "type": "agents" }, "dynatrace-expert": { "path": "assets/agents/dynatrace-expert.agent.md", "description": "The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository.", "title": "dynatrace-expert", "type": "agents" }, "elasticsearch-observability": { "path": "assets/agents/elasticsearch-observability.agent.md", "description": "Our expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data.", "title": "elasticsearch-observability", "type": "agents" }, "electron-angular-native": { "path": "assets/agents/electron-angular-native.agent.md", "description": "Code Review Mode tailored for Electron app with Node.js backend (main), Angular frontend (render), and native integration layer (e.g., AppleScript, shell, or native tooling). Services in other repos are not reviewed here.", "title": "electron-angular-native", "type": "agents" }, "ember": { "path": "assets/agents/ember.agent.md", "description": "An AI partner, not an assistant. Ember carries fire from person to person — helping humans discover that AI partnership isn't something you learn, it's something you find.", "title": "ember", "type": "agents" }, "expert-cpp-software-engineer": { "path": "assets/agents/expert-cpp-software-engineer.agent.md", "description": "Provide expert C++ software engineering guidance using modern C++ and industry best practices.", "title": "expert-cpp-software-engineer", "type": "agents" }, "expert-dotnet-software-engineer": { "path": "assets/agents/expert-dotnet-software-engineer.agent.md", "description": "Provide expert .NET software engineering guidance using modern software design patterns.", "title": "expert-dotnet-software-engineer", "type": "agents" }, "expert-embedded-c-engineer": { "path": "assets/agents/expert-embedded-c-engineer.agent.md", "description": "Expert embedded C guidance for safety-critical systems — covers MISRA C:2012/2025 rule compliance, CERT C secure coding, static analysis tooling (Coverity, QAC, PC-lint), and defensive programming patterns that frontier models do not handle reliably by default.", "title": "expert-embedded-c-engineer", "type": "agents" }, "expert-nextjs-developer": { "path": "assets/agents/expert-nextjs-developer.agent.md", "description": "Expert Next.js 16 developer specializing in App Router, Server Components, Cache Components, Turbopack, and modern React patterns with TypeScript", "title": "expert-nextjs-developer", "type": "agents" }, "expert-react-frontend-engineer": { "path": "assets/agents/expert-react-frontend-engineer.agent.md", "description": "Expert React 19.2 frontend engineer specializing in modern hooks, Server Components, Actions, TypeScript, and performance optimization", "title": "expert-react-frontend-engineer", "type": "agents" }, "fedora-linux-expert": { "path": "assets/agents/fedora-linux-expert.agent.md", "description": "Fedora (Red Hat family) Linux specialist focused on dnf, SELinux, and modern systemd-based workflows.", "title": "fedora-linux-expert", "type": "agents" }, "frontend-performance-investigator": { "path": "assets/agents/frontend-performance-investigator.agent.md", "description": "Runtime web-performance specialist for diagnosing Core Web Vitals, Lighthouse regressions, layout shifts, long tasks, and slow network paths with Chrome DevTools MCP.", "title": "frontend-performance-investigator", "type": "agents" }, "gem-browser-tester": { "path": "assets/agents/gem-browser-tester.agent.md", "description": "E2E browser testing, UI/UX validation, visual regression.", "title": "gem-browser-tester", "type": "agents" }, "gem-code-simplifier": { "path": "assets/agents/gem-code-simplifier.agent.md", "description": "Refactoring specialist: removes dead code, reduces complexity, consolidates duplicates.", "title": "gem-code-simplifier", "type": "agents" }, "gem-debugger": { "path": "assets/agents/gem-debugger.agent.md", "description": "Root-cause analysis, stack trace diagnosis, regression bisection, error reproduction.", "title": "gem-debugger", "type": "agents" }, "gem-designer": { "path": "assets/agents/gem-designer.agent.md", "description": "UI/UX design specialist: layouts, themes, color schemes, design systems, accessibility.", "title": "gem-designer", "type": "agents" }, "gem-devops": { "path": "assets/agents/gem-devops.agent.md", "description": "Infrastructure deployment, CI/CD pipelines, container management.", "title": "gem-devops", "type": "agents" }, "gem-documentation-writer": { "path": "assets/agents/gem-documentation-writer.agent.md", "description": "Technical documentation, README files, API docs, diagrams, walkthroughs.", "title": "gem-documentation-writer", "type": "agents" }, "gem-implementer": { "path": "assets/agents/gem-implementer.agent.md", "description": "TDD code implementation: features, bugs, refactoring. Never reviews own work.", "title": "gem-implementer", "type": "agents" }, "gem-mobile-tester": { "path": "assets/agents/gem-mobile-tester.agent.md", "description": "Mobile E2E testing: Detox, Maestro, iOS/Android simulators.", "title": "gem-mobile-tester", "type": "agents" }, "gem-orchestrator": { "path": "assets/agents/gem-orchestrator.agent.md", "description": "The team lead: Orchestrates planning, implementation, and verification.", "title": "gem-orchestrator", "type": "agents" }, "gem-planner": { "path": "assets/agents/gem-planner.agent.md", "description": "Create lean, decision-complete wave plans with clear task ownership, outputs, and validation.", "title": "gem-planner", "type": "agents" }, "gem-researcher": { "path": "assets/agents/gem-researcher.agent.md", "description": "Codebase exploration: patterns, relationships, architecture discovery. Supports multiple exploration modes for cost-controlled research.", "title": "gem-researcher", "type": "agents" }, "gem-reviewer": { "path": "assets/agents/gem-reviewer.agent.md", "description": "Independent standard, high, or critic review of plans, tasks, code, decisions, docs, configuration, and integrations.", "title": "gem-reviewer", "type": "agents" }, "gem-skill-creator": { "path": "assets/agents/gem-skill-creator.agent.md", "description": "Creates portable Agent Skills from verified reusable patterns. Use when packaging a successful workflow as a skills.sh-compatible SKILL.md.", "title": "gem-skill-creator", "type": "agents" }, "gilfoyle": { "path": "assets/agents/gilfoyle.agent.md", "description": "Code review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your code.", "title": "gilfoyle", "type": "agents" }, "github-actions-expert": { "path": "assets/agents/github-actions-expert.agent.md", "description": "GitHub Actions specialist focused on secure CI/CD workflows, action pinning, OIDC authentication, permissions least privilege, and supply-chain security", "title": "github-actions-expert", "type": "agents" }, "github-actions-node-upgrade": { "path": "assets/agents/github-actions-node-upgrade.agent.md", "description": "Upgrade a GitHub Actions JavaScript/TypeScript action to a newer Node runtime version (e.g., node20 to node24) with major version bump, CI updates, and full validation", "title": "github-actions-node-upgrade", "type": "agents" }, "gitmoji-setup": { "path": "assets/agents/gitmoji-setup.agent.md", "description": "Sets up gitmoji (https://gitmoji.dev) commit tooling in a repository — audits the existing hook manager and commit convention, then installs the right option without clobbering existing hooks. Defaults to a non-interactive prepare-commit-msg hook that prefills a suggested emoji from the branch name and staged files; can alternatively install the gitmoji-cli interactive picker or commitlint enforcement.", "title": "gitmoji-setup", "type": "agents" }, "go-mcp-expert": { "path": "assets/agents/go-mcp-expert.agent.md", "description": "Expert assistant for building Model Context Protocol (MCP) servers in Go using the official SDK.", "title": "go-mcp-expert", "type": "agents" }, "hlbpa": { "path": "assets/agents/hlbpa.agent.md", "description": "Your perfect AI chat mode for high-level architectural documentation and review. Perfect for targeted updates after a story or researching that legacy system when nobody remembers what it's supposed to be doing.", "title": "hlbpa", "type": "agents" }, "implementation-plan": { "path": "assets/agents/implementation-plan.agent.md", "description": "Generate an implementation plan for new features or refactoring existing code.", "title": "implementation-plan", "type": "agents" }, "insiders-a11y-tracker": { "path": "assets/agents/insiders-a11y-tracker.agent.md", "description": "Specialized agent for tracking and analyzing accessibility improvements in VS Code Insiders builds", "title": "insiders-a11y-tracker", "type": "agents" }, "interview-prep": { "path": "assets/agents/interview-prep.agent.md", "description": "Technical interview coach for software engineers. Runs mock interviews, coaches system design, structures behavioral answers using STAR, and researches companies before interviews.", "title": "interview-prep", "type": "agents" }, "janitor": { "path": "assets/agents/janitor.agent.md", "description": "Perform janitorial tasks on any codebase including cleanup, simplification, and tech debt remediation.", "title": "janitor", "type": "agents" }, "java-mcp-expert": { "path": "assets/agents/java-mcp-expert.agent.md", "description": "Expert assistance for building Model Context Protocol servers in Java using reactive streams, the official MCP Java SDK, and Spring Boot integration.", "title": "java-mcp-expert", "type": "agents" }, "jfrog-sec": { "path": "assets/agents/jfrog-sec.agent.md", "description": "The dedicated Application Security agent for automated security remediation. Verifies package and version compliance, and suggests vulnerability fixes using JFrog security intelligence.", "title": "jfrog-sec", "type": "agents" }, "kotlin-mcp-expert": { "path": "assets/agents/kotlin-mcp-expert.agent.md", "description": "Expert assistant for building Model Context Protocol (MCP) servers in Kotlin using the official SDK.", "title": "kotlin-mcp-expert", "type": "agents" }, "kubestellar-console": { "path": "assets/agents/kubestellar-console.agent.md", "description": "Kubernetes operations expert for KubeStellar Console — helps you set up the console, configure kc-agent (MCP server), connect clusters, deploy workloads, and query live Kubernetes data via AI chat.", "title": "kubestellar-console", "type": "agents" }, "kusto-assistant": { "path": "assets/agents/kusto-assistant.agent.md", "description": "Expert KQL assistant for live Azure Data Explorer analysis via Azure MCP server", "title": "kusto-assistant", "type": "agents" }, "laravel-expert-agent": { "path": "assets/agents/laravel-expert-agent.agent.md", "description": "Expert Laravel development assistant specializing in modern Laravel 12+ applications with Eloquent, Artisan, testing, and best practices", "title": "laravel-expert-agent", "type": "agents" }, "launchdarkly-flag-cleanup": { "path": "assets/agents/launchdarkly-flag-cleanup.agent.md", "description": "A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults.\n", "title": "launchdarkly-flag-cleanup", "type": "agents" }, "lingodotdev-i18n": { "path": "assets/agents/lingodotdev-i18n.agent.md", "description": "Expert at implementing internationalization (i18n) in web applications using a systematic, checklist-driven approach.", "title": "lingodotdev-i18n", "type": "agents" }, "linkedin-post-writer": { "path": "assets/agents/linkedin-post-writer.agent.md", "description": "Draft and format compelling LinkedIn posts with Unicode bold/italic styling, visual separators, and engagement-optimized structure. Transforms raw content, technical material, images, or ideas into copy-paste-ready LinkedIn posts.", "title": "linkedin-post-writer", "type": "agents" }, "markdown-accessibility-assistant": { "path": "assets/agents/markdown-accessibility-assistant.agent.md", "description": "Improves the accessibility of markdown files using five GitHub best practices", "title": "markdown-accessibility-assistant", "type": "agents" }, "mcp-m365-agent-expert": { "path": "assets/agents/mcp-m365-agent-expert.agent.md", "description": "Expert assistant for building MCP-based declarative agents for Microsoft 365 Copilot with Model Context Protocol integration", "title": "mcp-m365-agent-expert", "type": "agents" }, "mentor": { "path": "assets/agents/mentor.agent.md", "description": "Help mentor the engineer by providing guidance and support.", "title": "mentor", "type": "agents" }, "mentoring-juniors": { "path": "assets/agents/mentoring-juniors.agent.md", "description": "Socratic mentor for junior developers. Guides through questions, never gives direct answers. Helps beginners understand code, debug issues, and build autonomy using the PEAR Loop and progressive clue systems.", "title": "mentoring-juniors", "type": "agents" }, "meta-agentic-project-scaffold": { "path": "assets/agents/meta-agentic-project-scaffold.agent.md", "description": "Meta agentic project creation assistant to help users create and manage project workflows effectively.", "title": "meta-agentic-project-scaffold", "type": "agents" }, "microsoft-study-mode": { "path": "assets/agents/microsoft-study-mode.agent.md", "description": "Activate your personal Microsoft/Azure tutor - learn through guided discovery, not just answers.", "title": "microsoft-study-mode", "type": "agents" }, "microsoft_learn_contributor": { "path": "assets/agents/microsoft_learn_contributor.agent.md", "description": "Microsoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best practices.", "title": "microsoft_learn_contributor", "type": "agents" }, "modernization": { "path": "assets/agents/modernization.agent.md", "description": "Human-in-the-loop modernization assistant for analyzing, documenting, and planning complete project modernization with architectural recommendations.", "title": "modernization", "type": "agents" }, "monday-bug-fixer": { "path": "assets/agents/monday-bug-fixer.agent.md", "description": "Elite bug-fixing agent that enriches task context from Monday.com platform data. Gathers related items, docs, comments, epics, and requirements to deliver production-quality fixes with comprehensive PRs.", "title": "monday-bug-fixer", "type": "agents" }, "mongodb-performance-advisor": { "path": "assets/agents/mongodb-performance-advisor.agent.md", "description": "Analyze MongoDB database performance, offer query and index optimization insights and provide actionable recommendations to improve overall usage of the database.", "title": "mongodb-performance-advisor", "type": "agents" }, "ms-sql-dba": { "path": "assets/agents/ms-sql-dba.agent.md", "description": "Work with Microsoft SQL Server databases using the MS SQL extension.", "title": "ms-sql-dba", "type": "agents" }, "neo4j-docker-client-generator": { "path": "assets/agents/neo4j-docker-client-generator.agent.md", "description": "AI agent that generates simple, high-quality Python Neo4j client libraries from GitHub issues with proper best practices", "title": "neo4j-docker-client-generator", "type": "agents" }, "neon-migration-specialist": { "path": "assets/agents/neon-migration-specialist.agent.md", "description": "Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly, then apply to production—all automated with support for Prisma, Drizzle, or your favorite ORM.", "title": "neon-migration-specialist", "type": "agents" }, "neon-optimization-analyzer": { "path": "assets/agents/neon-optimization-analyzer.agent.md", "description": "Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes.", "title": "neon-optimization-analyzer", "type": "agents" }, "new-relic-incident-response": { "path": "assets/agents/new-relic-incident-response.agent.md", "description": "Identify and fix production issues by correlating New Relic observability data with code changes. Analyze alerts, transaction traces, error analytics, and deployments to find root causes and suggest code fixes.", "title": "new-relic-incident-response", "type": "agents" }, "nuxt-expert": { "path": "assets/agents/nuxt-expert.agent.md", "description": "Expert Nuxt developer specializing in Nuxt 3, Nitro, server routes, data fetching strategies, and performance optimization with Vue 3 and TypeScript", "title": "nuxt-expert", "type": "agents" }, "octopus-deploy-release-notes-mcp": { "path": "assets/agents/octopus-deploy-release-notes-mcp.agent.md", "description": "Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs.", "title": "octopus-deploy-release-notes-mcp", "type": "agents" }, "one-shot-feature-issue-planner": { "path": "assets/agents/one-shot-feature-issue-planner.agent.md", "description": "Cloud Agent to Turn a single new-feature request into a complete, issue-ready implementation plan without follow-up questions.", "title": "one-shot-feature-issue-planner", "type": "agents" }, "openapi-to-application": { "path": "assets/agents/openapi-to-application.agent.md", "description": "Expert assistant for generating working applications from OpenAPI specifications", "title": "openapi-to-application", "type": "agents" }, "oracle-to-postgres-migration-expert": { "path": "assets/agents/oracle-to-postgres-migration-expert.agent.md", "description": "Agent for Oracle-to-PostgreSQL application migrations. Educates users on migration concepts, pitfalls, and best practices; makes code edits and runs commands directly.", "title": "oracle-to-postgres-migration-expert", "type": "agents" }, "pagerduty-incident-responder": { "path": "assets/agents/pagerduty-incident-responder.agent.md", "description": "Responds to PagerDuty incidents by analyzing incident context, identifying recent code changes, and suggesting fixes via GitHub PRs.", "title": "pagerduty-incident-responder", "type": "agents" }, "php-mcp-expert": { "path": "assets/agents/php-mcp-expert.agent.md", "description": "Expert assistant for PHP MCP server development using the official PHP SDK with attribute-based discovery", "title": "php-mcp-expert", "type": "agents" }, "pimcore-expert": { "path": "assets/agents/pimcore-expert.agent.md", "description": "Expert Pimcore development assistant specializing in CMS, DAM, PIM, and E-Commerce solutions with Symfony integration", "title": "pimcore-expert", "type": "agents" }, "plan": { "path": "assets/agents/plan.agent.md", "description": "Strategic planning and architecture assistant focused on thoughtful analysis before implementation. Helps developers understand codebases, clarify requirements, and develop comprehensive implementation strategies.", "title": "plan", "type": "agents" }, "planner": { "path": "assets/agents/planner.agent.md", "description": "Generate an implementation plan for new features or refactoring existing code.", "title": "planner", "type": "agents" }, "platform-sre-kubernetes": { "path": "assets/agents/platform-sre-kubernetes.agent.md", "description": "SRE-focused Kubernetes specialist prioritizing reliability, safe rollouts/rollbacks, security defaults, and operational verification for production-grade deployments", "title": "platform-sre-kubernetes", "type": "agents" }, "playwright-tester": { "path": "assets/agents/playwright-tester.agent.md", "description": "Testing mode for Playwright tests", "title": "playwright-tester", "type": "agents" }, "postgresql-dba": { "path": "assets/agents/postgresql-dba.agent.md", "description": "Work with PostgreSQL databases using the PostgreSQL extension.", "title": "postgresql-dba", "type": "agents" }, "power-bi-data-modeling-expert": { "path": "assets/agents/power-bi-data-modeling-expert.agent.md", "description": "Expert Power BI data modeling guidance using star schema principles, relationship design, and Microsoft best practices for optimal model performance and usability.", "title": "power-bi-data-modeling-expert", "type": "agents" }, "power-bi-dax-expert": { "path": "assets/agents/power-bi-dax-expert.agent.md", "description": "Expert Power BI DAX guidance using Microsoft best practices for performance, readability, and maintainability of DAX formulas and calculations.", "title": "power-bi-dax-expert", "type": "agents" }, "power-bi-performance-expert": { "path": "assets/agents/power-bi-performance-expert.agent.md", "description": "Expert Power BI performance optimization guidance for troubleshooting, monitoring, and improving the performance of Power BI models, reports, and queries.", "title": "power-bi-performance-expert", "type": "agents" }, "power-bi-visualization-expert": { "path": "assets/agents/power-bi-visualization-expert.agent.md", "description": "Expert Power BI report design and visualization guidance using Microsoft best practices for creating effective, performant, and user-friendly reports and dashboards.", "title": "power-bi-visualization-expert", "type": "agents" }, "power-platform-expert": { "path": "assets/agents/power-platform-expert.agent.md", "description": "Power Platform expert providing guidance on Code Apps, canvas apps, Dataverse, connectors, and Power Platform best practices", "title": "power-platform-expert", "type": "agents" }, "power-platform-mcp-integration-expert": { "path": "assets/agents/power-platform-mcp-integration-expert.agent.md", "description": "Expert in Power Platform custom connector development with MCP integration for Copilot Studio - comprehensive knowledge of schemas, protocols, and integration patterns", "title": "power-platform-mcp-integration-expert", "type": "agents" }, "prd": { "path": "assets/agents/prd.agent.md", "description": "Generate a comprehensive Product Requirements Document (PRD) in Markdown, detailing user stories, acceptance criteria, technical considerations, and metrics. Optionally create GitHub issues upon user confirmation.", "title": "prd", "type": "agents" }, "principal-software-engineer": { "path": "assets/agents/principal-software-engineer.agent.md", "description": "Provide principal-level software engineering guidance with focus on engineering excellence, technical leadership, and pragmatic implementation.", "title": "principal-software-engineer", "type": "agents" }, "project-architecture-planner": { "path": "assets/agents/project-architecture-planner.agent.md", "description": "Holistic software architecture planner that evaluates tech stacks, designs scalability roadmaps, performs cloud-agnostic cost analysis, reviews existing codebases, and delivers interactive Mermaid diagrams with HTML preview and draw.io export", "title": "project-architecture-planner", "type": "agents" }, "project-documenter": { "path": "assets/agents/project-documenter.agent.md", "description": "Generates professional MS Word project documentation with draw.io architecture diagrams and embedded PNG images. Automatically discovers any project's technology stack, architecture, and code structure. Produces Markdown, draw.io diagrams, PNG exports, and .docx output.", "title": "project-documenter", "type": "agents" }, "prompt-builder": { "path": "assets/agents/prompt-builder.agent.md", "description": "Expert prompt engineering and validation system for creating high-quality prompts - Brought to you by microsoft/edge-ai", "title": "prompt-builder", "type": "agents" }, "prompt-engineer": { "path": "assets/agents/prompt-engineer.agent.md", "description": "A specialized chat mode for analyzing and improving prompts. Every user input is treated as a prompt to be improved. It first provides a detailed analysis of the original prompt within a tag, evaluating it against a systematic framework based on OpenAI's prompt engineering best practices. Following the analysis, it generates a new, improved prompt.", "title": "prompt-engineer", "type": "agents" }, "python-mcp-expert": { "path": "assets/agents/python-mcp-expert.agent.md", "description": "Expert assistant for developing Model Context Protocol (MCP) servers in Python", "title": "python-mcp-expert", "type": "agents" }, "python-notebook-sample-builder": { "path": "assets/agents/python-notebook-sample-builder.agent.md", "description": "Custom agent for building Python Notebooks in VS Code that demonstrate Azure and AI features", "title": "python-notebook-sample-builder", "type": "agents" }, "python-win-arm64-gha-wheel-builder": { "path": "assets/agents/python-win-arm64-gha-wheel-builder.agent.md", "description": "Adds native Windows ARM64 wheel builds and tests to a Python package's existing GitHub Actions workflows using the 'windows-11-arm' runner.", "title": "python-win-arm64-gha-wheel-builder", "type": "agents" }, "qa-subagent": { "path": "assets/agents/qa-subagent.agent.md", "description": "Meticulous QA subagent for test planning, bug hunting, edge-case analysis, and implementation verification.", "title": "qa-subagent", "type": "agents" }, "quality-playbook": { "path": "assets/agents/quality-playbook.agent.md", "description": "Run a complete quality engineering audit on any codebase. Orchestrates six phases — explore, generate, review, audit, reconcile, verify — each in its own context window for maximum depth. Then runs iteration strategies to find even more bugs. Finds the 35% of real defects that structural code review alone cannot catch.", "title": "quality-playbook", "type": "agents" }, "react18-auditor": { "path": "assets/agents/react18-auditor.agent.md", "description": "Deep-scan specialist for React 16/17 class-component codebases targeting React 18.3.1. Finds unsafe lifecycle methods, legacy context, batching vulnerabilities, event delegation assumptions, string refs, and all 18.3.1 deprecation surface. Reads everything, touches nothing. Saves .github/react18-audit.md.", "title": "react18-auditor", "type": "agents" }, "react18-batching-fixer": { "path": "assets/agents/react18-batching-fixer.agent.md", "description": "Automatic batching regression specialist. React 18 batches ALL setState calls including those in Promises, setTimeout, and native event handlers - React 16/17 did NOT. Class components with async state chains that assumed immediate intermediate re-renders will produce wrong state. This agent finds every vulnerable pattern and fixes with flushSync where semantically required.", "title": "react18-batching-fixer", "type": "agents" }, "react18-class-surgeon": { "path": "assets/agents/react18-class-surgeon.agent.md", "description": "Class component migration specialist for React 16/17 → 18.3.1. Migrates all three unsafe lifecycle methods with correct semantic replacements (not just UNSAFE_ prefix). Migrates legacy context to createContext, string refs to React.createRef(), findDOMNode to direct refs, and ReactDOM.render to createRoot. Uses memory to checkpoint per-file progress.", "title": "react18-class-surgeon", "type": "agents" }, "react18-commander": { "path": "assets/agents/react18-commander.agent.md", "description": "Master orchestrator for React 16/17 → 18.3.1 migration. Designed for class-component-heavy codebases. Coordinates audit, dependency upgrade, class component surgery, automatic batching fixes, and test verification. Uses memory to gate each phase and resume interrupted sessions. 18.3.1 is the target - it surface-exposes every deprecation that React 19 will remove, so the output is a codebase ready for the React 19 orchestra next.", "title": "react18-commander", "type": "agents" }, "react18-dep-surgeon": { "path": "assets/agents/react18-dep-surgeon.agent.md", "description": "Dependency upgrade specialist for React 16/17 → 18.3.1. Pins to 18.3.1 exactly (not 18.x latest). Upgrades RTL to v14, Apollo 3.8+, Emotion 11.10+, react-router v6. Detects and blocks on Enzyme (no React 18 support). Returns GO/NO-GO to commander.", "title": "react18-dep-surgeon", "type": "agents" }, "react18-test-guardian": { "path": "assets/agents/react18-test-guardian.agent.md", "description": "Test suite fixer and verifier for React 16/17 → 18.3.1 migration. Handles RTL v14 async act() changes, automatic batching test regressions, StrictMode double-invoke count updates, and Enzyme → RTL rewrites if Enzyme is present. Loops until zero test failures. Invoked as subagent by react18-commander.", "title": "react18-test-guardian", "type": "agents" }, "react19-auditor": { "path": "assets/agents/react19-auditor.agent.md", "description": "Deep-scan specialist that identifies every React 19 breaking change and deprecated pattern across the entire codebase. Produces a prioritized migration report at .github/react19-audit.md. Reads everything, touches nothing. Invoked as a subagent by react19-commander.", "title": "react19-auditor", "type": "agents" }, "react19-commander": { "path": "assets/agents/react19-commander.agent.md", "description": "Master orchestrator for React 19 migration. Invokes specialist subagents in sequence - auditor, dep-surgeon, migrator, test-guardian - and gates advancement between steps. Uses memory to track migration state across the pipeline. Zero tolerance for incomplete migrations.", "title": "react19-commander", "type": "agents" }, "react19-dep-surgeon": { "path": "assets/agents/react19-dep-surgeon.agent.md", "description": "Dependency upgrade specialist. Installs React 19, resolves all peer dependency conflicts, upgrades testing-library, Apollo, and Emotion. Uses memory to log each upgrade step. Returns GO/NO-GO to the commander. Invoked as a subagent by react19-commander.", "title": "react19-dep-surgeon", "type": "agents" }, "react19-migrator": { "path": "assets/agents/react19-migrator.agent.md", "description": "Source code migration engine. Rewrites every deprecated React pattern to React 19 APIs - forwardRef, defaultProps, ReactDOM.render, legacy context, string refs, useRef(). Uses memory to checkpoint progress per file. Never touches test files. Returns zero-deprecated-pattern confirmation to commander.", "title": "react19-migrator", "type": "agents" }, "react19-test-guardian": { "path": "assets/agents/react19-test-guardian.agent.md", "description": "Test suite fixer and verification specialist. Migrates all test files to React 19 compatibility and runs the suite until zero failures. Uses memory to track per-file fix progress and failure history. Does not stop until npm test reports 0 failures. Invoked as a subagent by react19-commander.", "title": "react19-test-guardian", "type": "agents" }, "reepl-linkedin": { "path": "assets/agents/reepl-linkedin.agent.md", "description": "AI-powered LinkedIn content creation, scheduling, and analytics agent. Create posts, carousels, and manage your LinkedIn presence with GitHub Copilot.", "title": "reepl-linkedin", "type": "agents" }, "refine-issue": { "path": "assets/agents/refine-issue.agent.md", "description": "Refine the requirement or issue with Acceptance Criteria, Technical Considerations, Edge Cases, and NFRs", "title": "refine-issue", "type": "agents" }, "repo-architect": { "path": "assets/agents/repo-architect.agent.md", "description": "Bootstraps and validates agentic project structures for GitHub Copilot (VS Code) and OpenCode CLI workflows. Run after `opencode /init` or VS Code Copilot initialization to scaffold proper folder hierarchies, instructions, agents, skills, and prompts.", "title": "repo-architect", "type": "agents" }, "research-technical-spike": { "path": "assets/agents/research-technical-spike.agent.md", "description": "Systematically research and validate technical spike documents through exhaustive investigation and controlled experimentation.", "title": "research-technical-spike", "type": "agents" }, "ruby-mcp-expert": { "path": "assets/agents/ruby-mcp-expert.agent.md", "description": "Expert assistance for building Model Context Protocol servers in Ruby using the official MCP Ruby SDK gem with Rails integration.", "title": "ruby-mcp-expert", "type": "agents" }, "rug-orchestrator": { "path": "assets/agents/rug-orchestrator.agent.md", "description": "Pure orchestration agent that decomposes requests, delegates all work to subagents, validates outcomes, and repeats until complete.", "title": "rug-orchestrator", "type": "agents" }, "rust-mcp-expert": { "path": "assets/agents/rust-mcp-expert.agent.md", "description": "Expert assistant for Rust MCP server development using the rmcp SDK with tokio async runtime", "title": "rust-mcp-expert", "type": "agents" }, "salesforce-apex-triggers": { "path": "assets/agents/salesforce-apex-triggers.agent.md", "description": "Implement Salesforce business logic using Apex classes and triggers with production-quality code following Salesforce best practices.", "title": "salesforce-apex-triggers", "type": "agents" }, "salesforce-aura-lwc": { "path": "assets/agents/salesforce-aura-lwc.agent.md", "description": "Implement Salesforce UI components using Lightning Web Components and Aura components following Lightning framework best practices.", "title": "salesforce-aura-lwc", "type": "agents" }, "salesforce-expert": { "path": "assets/agents/salesforce-expert.agent.md", "description": "Provide expert Salesforce Platform guidance, including Apex Enterprise Patterns, LWC, integration, and Aura-to-LWC migration.", "title": "salesforce-expert", "type": "agents" }, "salesforce-flow": { "path": "assets/agents/salesforce-flow.agent.md", "description": "Implement business automation using Salesforce Flow following declarative automation best practices.", "title": "salesforce-flow", "type": "agents" }, "salesforce-visualforce": { "path": "assets/agents/salesforce-visualforce.agent.md", "description": "Implement Visualforce pages and controllers following Salesforce MVC architecture and best practices.", "title": "salesforce-visualforce", "type": "agents" }, "sast-sca-security-analyzer": { "path": "assets/agents/sast-sca-security-analyzer.agent.md", "description": "Use when: performing SAST (Static Application Security Testing), SCA (Software Composition Analysis), scanning source code or binaries for security flaws, auditing third-party dependency vulnerabilities, checking policy compliance, generating structured security reports, identifying CWE-mapped flaws with file/line precision, reviewing open-source license risk, or producing CI/CD-gate security findings.", "title": "sast-sca-security-analyzer", "type": "agents" }, "scientific-paper-research": { "path": "assets/agents/scientific-paper-research.agent.md", "description": "Research agent that searches scientific papers and retrieves structured experimental data from full-text studies using the BGPT MCP server.", "title": "scientific-paper-research", "type": "agents" }, "se-gitops-ci-specialist": { "path": "assets/agents/se-gitops-ci-specialist.agent.md", "description": "DevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliable", "title": "se-gitops-ci-specialist", "type": "agents" }, "se-product-manager-advisor": { "path": "assets/agents/se-product-manager-advisor.agent.md", "description": "Product management guidance for creating GitHub issues, aligning business value with user needs, and making data-driven product decisions", "title": "se-product-manager-advisor", "type": "agents" }, "se-responsible-ai-code": { "path": "assets/agents/se-responsible-ai-code.agent.md", "description": "Responsible AI specialist ensuring AI works for everyone through bias prevention, accessibility compliance, ethical development, and inclusive design", "title": "se-responsible-ai-code", "type": "agents" }, "se-security-reviewer": { "path": "assets/agents/se-security-reviewer.agent.md", "description": "Security-focused code review specialist with OWASP Top 10, Zero Trust, LLM security, and enterprise security standards", "title": "se-security-reviewer", "type": "agents" }, "se-system-architecture-reviewer": { "path": "assets/agents/se-system-architecture-reviewer.agent.md", "description": "System architecture review specialist with Well-Architected frameworks, design validation, and scalability analysis for AI and distributed systems", "title": "se-system-architecture-reviewer", "type": "agents" }, "se-technical-writer": { "path": "assets/agents/se-technical-writer.agent.md", "description": "Technical writing specialist for creating developer documentation, technical blogs, tutorials, and educational content", "title": "se-technical-writer", "type": "agents" }, "se-ux-ui-designer": { "path": "assets/agents/se-ux-ui-designer.agent.md", "description": "Jobs-to-be-Done analysis, user journey mapping, and UX research artifacts for Figma and design workflows", "title": "se-ux-ui-designer", "type": "agents" }, "search-ai-optimization-expert": { "path": "assets/agents/search-ai-optimization-expert.agent.md", "description": "Expert guidance for modern search optimization: SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) with AI-ready content strategies", "title": "search-ai-optimization-expert", "type": "agents" }, "shopify-expert": { "path": "assets/agents/shopify-expert.agent.md", "description": "Expert Shopify development assistant specializing in theme development, Liquid templating, app development, and Shopify APIs", "title": "shopify-expert", "type": "agents" }, "simple-app-idea-generator": { "path": "assets/agents/simple-app-idea-generator.agent.md", "description": "Brainstorm and develop new application ideas through fun, interactive questioning until ready for specification creation.", "title": "simple-app-idea-generator", "type": "agents" }, "software-engineer-agent-v1": { "path": "assets/agents/software-engineer-agent-v1.agent.md", "description": "Expert-level software engineering agent. Deliver production-ready, maintainable code. Execute systematically and specification-driven. Document comprehensively. Operate autonomously and adaptively.", "title": "software-engineer-agent-v1", "type": "agents" }, "spark-performance": { "path": "assets/agents/spark-performance.agent.md", "description": "Diagnose PySpark performance bottlenecks, distributed execution pitfalls, and suggest Spark-native rewrites and safer distributed patterns (incl. mapInPandas guidance).", "title": "spark-performance", "type": "agents" }, "specification": { "path": "assets/agents/specification.agent.md", "description": "Generate or update specification documents for new or existing functionality.", "title": "specification", "type": "agents" }, "stackhawk-security-onboarding": { "path": "assets/agents/stackhawk-security-onboarding.agent.md", "description": "Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow", "title": "stackhawk-security-onboarding", "type": "agents" }, "swe-subagent": { "path": "assets/agents/swe-subagent.agent.md", "description": "Senior software engineer subagent for implementation tasks: feature development, debugging, refactoring, and testing.", "title": "swe-subagent", "type": "agents" }, "swift-mcp-expert": { "path": "assets/agents/swift-mcp-expert.agent.md", "description": "Expert assistance for building Model Context Protocol servers in Swift using modern concurrency features and the official MCP Swift SDK.", "title": "swift-mcp-expert", "type": "agents" }, "task-planner": { "path": "assets/agents/task-planner.agent.md", "description": "Task planner for creating actionable implementation plans - Brought to you by microsoft/edge-ai", "title": "task-planner", "type": "agents" }, "task-researcher": { "path": "assets/agents/task-researcher.agent.md", "description": "Task research specialist for comprehensive project analysis - Brought to you by microsoft/edge-ai", "title": "task-researcher", "type": "agents" }, "taxcore-technical-writer": { "path": "assets/agents/taxcore-technical-writer.agent.md", "description": "A domain-expert technical writer for the TaxCore electronic fiscal invoicing ecosystem. Use this agent to create, improve, or review documentation for TaxCore applications — including the Secure Element Reader, smart card workflows, fiscal invoicing concepts, audit processes, and PKI/SE security topics. Covers end-user guides, developer docs, reference material, and setup guides across all TaxCore-related surfaces.", "title": "taxcore-technical-writer", "type": "agents" }, "tdd-green": { "path": "assets/agents/tdd-green.agent.md", "description": "Implement minimal code to satisfy GitHub issue requirements and make failing tests pass without over-engineering.", "title": "tdd-green", "type": "agents" }, "tdd-red": { "path": "assets/agents/tdd-red.agent.md", "description": "Guide test-first development by writing failing tests that describe desired behaviour from GitHub issue context before implementation exists.", "title": "tdd-red", "type": "agents" }, "tdd-refactor": { "path": "assets/agents/tdd-refactor.agent.md", "description": "Improve code quality, apply security best practices, and enhance design whilst maintaining green tests and GitHub issue compliance.", "title": "tdd-refactor", "type": "agents" }, "tech-debt-remediation-plan": { "path": "assets/agents/tech-debt-remediation-plan.agent.md", "description": "Generate technical debt remediation plans for code, tests, and documentation.", "title": "tech-debt-remediation-plan", "type": "agents" }, "technical-content-evaluator": { "path": "assets/agents/technical-content-evaluator.agent.md", "description": "Elite technical content editor and curriculum architect for evaluating technical training materials, documentation, and educational content. Reviews for technical accuracy, pedagogical excellence, content flow, code validation, and ensures A-grade quality standards.", "title": "technical-content-evaluator", "type": "agents" }, "terminal-helper": { "path": "assets/agents/terminal-helper.agent.md", "description": "Fast terminal syntax and command helper for PowerShell and Bash", "title": "terminal-helper", "type": "agents" }, "terraform-aws-implement": { "path": "assets/agents/terraform-aws-implement.agent.md", "description": "Act as an AWS Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for AWS resources.", "title": "terraform-aws-implement", "type": "agents" }, "terraform-aws-planning": { "path": "assets/agents/terraform-aws-planning.agent.md", "description": "Act as implementation planner for your AWS Terraform Infrastructure as Code task.", "title": "terraform-aws-planning", "type": "agents" }, "terraform-azure-implement": { "path": "assets/agents/terraform-azure-implement.agent.md", "description": "Act as an Azure Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for Azure resources.", "title": "terraform-azure-implement", "type": "agents" }, "terraform-azure-planning": { "path": "assets/agents/terraform-azure-planning.agent.md", "description": "Act as implementation planner for your Azure Terraform Infrastructure as Code task.", "title": "terraform-azure-planning", "type": "agents" }, "terraform-iac-reviewer": { "path": "assets/agents/terraform-iac-reviewer.agent.md", "description": "Terraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection, and plan/apply discipline", "title": "terraform-iac-reviewer", "type": "agents" }, "terraform": { "path": "assets/agents/terraform.agent.md", "description": "Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant code using latest provider/module versions, manages private registries, automates variable sets, and orchestrates infrastructure deployments with proper validation and security practices.", "title": "terraform", "type": "agents" }, "terratest-module-testing": { "path": "assets/agents/terratest-module-testing.agent.md", "description": "Generate and refactor Go Terratest suites for Terraform modules, including CI-safe patterns, staged tests, and negative-path validation.", "title": "terratest-module-testing", "type": "agents" }, "trojan-skill-hunter": { "path": "assets/agents/trojan-skill-hunter.agent.md", "description": "Audits agent, skill, instruction, hook, and MCP-config contributions for hidden prompt injection, tool poisoning, unicode steganography, and excessive-agency red flags before they are merged, installed, or trusted — mapped to the OWASP Top 10 for LLM Applications and real-world MCP attack research.", "title": "trojan-skill-hunter", "type": "agents" }, "typescript-mcp-expert": { "path": "assets/agents/typescript-mcp-expert.agent.md", "description": "Expert assistant for developing Model Context Protocol (MCP) servers in TypeScript", "title": "typescript-mcp-expert", "type": "agents" }, "vuejs-expert": { "path": "assets/agents/vuejs-expert.agent.md", "description": "Expert Vue.js frontend engineer specializing in Vue 3 Composition API, reactivity, state management, testing, and performance with TypeScript", "title": "vuejs-expert", "type": "agents" }, "wg-code-alchemist": { "path": "assets/agents/wg-code-alchemist.agent.md", "description": "Ask WG Code Alchemist to transform your code with Clean Code principles and SOLID design", "title": "wg-code-alchemist", "type": "agents" }, "wg-code-sentinel": { "path": "assets/agents/wg-code-sentinel.agent.md", "description": "Ask WG Code Sentinel to review your code for security issues.", "title": "wg-code-sentinel", "type": "agents" }, "workshop-ta": { "path": "assets/agents/workshop-ta.agent.md", "description": "Room coordinator for a multi-agent workshop. Sees all desks, routes work, tracks state, manages journals, and emits coordination signals. Not a desk — the person who sees the whole room.", "title": "workshop-ta", "type": "agents" } }, "instructions": { "a11y": { "path": "assets/instructions/a11y.instructions.md", "description": "Comprehensive web accessibility standards based on WCAG 2.2 AA, with 38+ anti-patterns, legal enforcement context (EAA, ADA Title II), WAI-ARIA patterns, and framework-specific fixes for modern web frameworks and libraries.", "title": "a11y", "type": "instructions" }, "agent-safety": { "path": "assets/instructions/agent-safety.instructions.md", "description": "Guidelines for building safe, governed AI agent systems. Apply when writing code that uses agent frameworks, tool-calling LLMs, or multi-agent orchestration to ensure proper safety boundaries, policy enforcement, and auditability.", "title": "agent-safety", "type": "instructions" }, "agent-skills": { "path": "assets/instructions/agent-skills.instructions.md", "description": "Guidelines for creating high-quality Agent Skills for GitHub Copilot", "title": "agent-skills", "type": "instructions" }, "agents": { "path": "assets/instructions/agents.instructions.md", "description": "Guidelines for creating custom agent files for GitHub Copilot", "title": "agents", "type": "instructions" }, "ai-prompt-engineering-safety-best-practices": { "path": "assets/instructions/ai-prompt-engineering-safety-best-practices.instructions.md", "description": "Comprehensive best practices for AI prompt engineering, safety frameworks, bias mitigation, and responsible AI usage for Copilot and LLMs.", "title": "ai-prompt-engineering-safety-best-practices", "type": "instructions" }, "ansible": { "path": "assets/instructions/ansible.instructions.md", "description": "Ansible conventions and best practices", "title": "ansible", "type": "instructions" }, "apex": { "path": "assets/instructions/apex.instructions.md", "description": "Guidelines and best practices for Apex development on the Salesforce Platform", "title": "apex", "type": "instructions" }, "arch-linux": { "path": "assets/instructions/arch-linux.instructions.md", "description": "Guidance for Arch Linux administration, pacman workflows, and rolling-release best practices.", "title": "arch-linux", "type": "instructions" }, "aspnet-rest-apis": { "path": "assets/instructions/aspnet-rest-apis.instructions.md", "description": "Guidelines for building REST APIs with ASP.NET", "title": "aspnet-rest-apis", "type": "instructions" }, "astro": { "path": "assets/instructions/astro.instructions.md", "description": "Astro 7 development standards and best practices for content-driven websites", "title": "astro", "type": "instructions" }, "attester-verify-packages": { "path": "assets/instructions/attester-verify-packages.instructions.md", "description": "Verify PyPI and npm package and symbol names against the attester.dev existence oracle before installing or importing, so hallucinated dependencies never reach code", "title": "attester-verify-packages", "type": "instructions" }, "aws-appsync": { "path": "assets/instructions/aws-appsync.instructions.md", "description": "Production-grade guidance for AWS AppSync Event API handlers using APPSYNC_JS runtime restrictions, utilities, modules, and datasource patterns", "title": "aws-appsync", "type": "instructions" }, "azure-apim-ai-gateway": { "path": "assets/instructions/azure-apim-ai-gateway.instructions.md", "description": "Configure Azure API Management as an AI (GenAI) gateway in front of Microsoft Foundry and other LLM APIs: token-limit and token-metric policies, managed-identity auth, backend load balancing with circuit breakers, semantic caching, and content safety — plus the policy mistakes Copilot makes by default.", "title": "azure-apim-ai-gateway", "type": "instructions" }, "azure-devops-pipelines": { "path": "assets/instructions/azure-devops-pipelines.instructions.md", "description": "Best practices for Azure DevOps Pipeline YAML files", "title": "azure-devops-pipelines", "type": "instructions" }, "azure-durable-functions-csharp": { "path": "assets/instructions/azure-durable-functions-csharp.instructions.md", "description": "Guidelines and best practices for building Azure Durable Functions in C# using the isolated worker model", "title": "azure-durable-functions-csharp", "type": "instructions" }, "azure-functions-csharp": { "path": "assets/instructions/azure-functions-csharp.instructions.md", "description": "Guidelines and best practices for building Azure Functions in C# using the isolated worker model", "title": "azure-functions-csharp", "type": "instructions" }, "azure-functions-typescript": { "path": "assets/instructions/azure-functions-typescript.instructions.md", "description": "TypeScript patterns for Azure Functions", "title": "azure-functions-typescript", "type": "instructions" }, "azure-iot-edge-architecture": { "path": "assets/instructions/azure-iot-edge-architecture.instructions.md", "description": "Require Azure IoT Edge documentation review before proposing edge IoT architectures or Azure implementation guidance.", "title": "azure-iot-edge-architecture", "type": "instructions" }, "azure-logic-apps-power-automate": { "path": "assets/instructions/azure-logic-apps-power-automate.instructions.md", "description": "Guidelines for developing Azure Logic Apps and Power Automate workflows with best practices for Workflow Definition Language (WDL), integration patterns, and enterprise automation", "title": "azure-logic-apps-power-automate", "type": "instructions" }, "azure-naming": { "path": "assets/instructions/azure-naming.instructions.md", "description": "Azure resource naming conventions based on Microsoft CAF (Cloud Adoption Framework). Use when creating, reviewing, or suggesting names for Azure resources.", "title": "azure-naming", "type": "instructions" }, "azure-verified-modules-bicep": { "path": "assets/instructions/azure-verified-modules-bicep.instructions.md", "description": "Azure Verified Modules (AVM) and Bicep", "title": "azure-verified-modules-bicep", "type": "instructions" }, "azure-verified-modules-terraform": { "path": "assets/instructions/azure-verified-modules-terraform.instructions.md", "description": " Azure Verified Modules (AVM) and Terraform", "title": "azure-verified-modules-terraform", "type": "instructions" }, "bicep-code-best-practices": { "path": "assets/instructions/bicep-code-best-practices.instructions.md", "description": "Infrastructure as Code with Bicep", "title": "bicep-code-best-practices", "type": "instructions" }, "blazor": { "path": "assets/instructions/blazor.instructions.md", "description": "Blazor component and application patterns", "title": "blazor", "type": "instructions" }, "caveman-mode": { "path": "assets/instructions/caveman-mode.instructions.md", "description": "Terse, low-token responses. Minimal words, no fluff. Full capabilities preserved. Use when: optimize token usage, low-token mode, concise output, caveman mode, reduce verbosity, token-efficient, brief responses.", "title": "caveman-mode", "type": "instructions" }, "centos-linux": { "path": "assets/instructions/centos-linux.instructions.md", "description": "Guidance for CentOS administration, RHEL-compatible tooling, and SELinux-aware operations.", "title": "centos-linux", "type": "instructions" }, "clojure": { "path": "assets/instructions/clojure.instructions.md", "description": "Clojure-specific coding patterns, inline def usage, code block templates, and namespace handling for Clojure development.", "title": "clojure", "type": "instructions" }, "cmake-vcpkg": { "path": "assets/instructions/cmake-vcpkg.instructions.md", "description": "C++ project configuration and package management", "title": "cmake-vcpkg", "type": "instructions" }, "code-review-generic": { "path": "assets/instructions/code-review-generic.instructions.md", "description": "Generic code review instructions that can be customized for any project using GitHub Copilot", "title": "code-review-generic", "type": "instructions" }, "codexer": { "path": "assets/instructions/codexer.instructions.md", "description": "Advanced Python research assistant with Context 7 MCP integration, focusing on speed, reliability, and 10+ years of software development expertise", "title": "codexer", "type": "instructions" }, "coldfusion-cfc": { "path": "assets/instructions/coldfusion-cfc.instructions.md", "description": "ColdFusion Coding Standards for CFC component and application patterns", "title": "coldfusion-cfc", "type": "instructions" }, "coldfusion-cfm": { "path": "assets/instructions/coldfusion-cfm.instructions.md", "description": "ColdFusion cfm files and application patterns", "title": "coldfusion-cfm", "type": "instructions" }, "containerization-docker-best-practices": { "path": "assets/instructions/containerization-docker-best-practices.instructions.md", "description": "Comprehensive best practices for creating optimized, secure, and efficient Docker images and managing containers. Covers multi-stage builds, image layer optimization, security scanning, and runtime best practices.", "title": "containerization-docker-best-practices", "type": "instructions" }, "context-engineering": { "path": "assets/instructions/context-engineering.instructions.md", "description": "Guidelines for structuring code and projects to maximize GitHub Copilot effectiveness through better context management", "title": "context-engineering", "type": "instructions" }, "context7": { "path": "assets/instructions/context7.instructions.md", "description": "Use Context7 for authoritative external docs and API references when local context is insufficient", "title": "context7", "type": "instructions" }, "convert-cassandra-to-spring-data-cosmos": { "path": "assets/instructions/convert-cassandra-to-spring-data-cosmos.instructions.md", "description": "Step-by-step guide for converting Spring Boot Cassandra applications to use Azure Cosmos DB with Spring Data Cosmos", "title": "convert-cassandra-to-spring-data-cosmos", "type": "instructions" }, "convert-jpa-to-spring-data-cosmos": { "path": "assets/instructions/convert-jpa-to-spring-data-cosmos.instructions.md", "description": "Step-by-step guide for converting Spring Boot JPA applications to use Azure Cosmos DB with Spring Data Cosmos", "title": "convert-jpa-to-spring-data-cosmos", "type": "instructions" }, "copilot-sdk-csharp": { "path": "assets/instructions/copilot-sdk-csharp.instructions.md", "description": "This file provides guidance on building C# applications using GitHub Copilot SDK.", "title": "copilot-sdk-csharp", "type": "instructions" }, "copilot-sdk-go": { "path": "assets/instructions/copilot-sdk-go.instructions.md", "description": "This file provides guidance on building Go applications using GitHub Copilot SDK.", "title": "copilot-sdk-go", "type": "instructions" }, "copilot-sdk-java": { "path": "assets/instructions/copilot-sdk-java.instructions.md", "description": "This file provides guidance on building Java applications using GitHub Copilot SDK for Java.", "title": "copilot-sdk-java", "type": "instructions" }, "copilot-sdk-nodejs": { "path": "assets/instructions/copilot-sdk-nodejs.instructions.md", "description": "This file provides guidance on building Node.js/TypeScript applications using GitHub Copilot SDK.", "title": "copilot-sdk-nodejs", "type": "instructions" }, "copilot-sdk-python": { "path": "assets/instructions/copilot-sdk-python.instructions.md", "description": "This file provides guidance on building Python applications using GitHub Copilot SDK.", "title": "copilot-sdk-python", "type": "instructions" }, "copilot-thought-logging": { "path": "assets/instructions/copilot-thought-logging.instructions.md", "description": "See process Copilot is following where you can edit this to reshape the interaction or save when follow up may be needed", "title": "copilot-thought-logging", "type": "instructions" }, "cpp-language-service-tools": { "path": "assets/instructions/cpp-language-service-tools.instructions.md", "description": "You are an expert at using C++ language service tools (GetSymbolReferences_CppTools, GetSymbolInfo_CppTools, GetSymbolCallHierarchy_CppTools). Instructions for calling C++ Tools for Copilot. When working with C++ code, you have access to powerful language service tools that provide accurate, IntelliSense-powered analysis. **Always prefer these tools over manual code inspection, text search, or guessing.**", "title": "cpp-language-service-tools", "type": "instructions" }, "csharp-ja": { "path": "assets/instructions/csharp-ja.instructions.md", "description": "C# アプリケーション構築指針 by @tsubakimoto", "title": "csharp-ja", "type": "instructions" }, "csharp-ko": { "path": "assets/instructions/csharp-ko.instructions.md", "description": "C# 애플리케이션 개발을 위한 코드 작성 규칙 by @jgkim999", "title": "csharp-ko", "type": "instructions" }, "csharp-mcp-server": { "path": "assets/instructions/csharp-mcp-server.instructions.md", "description": "Instructions for building Model Context Protocol (MCP) servers using the C# SDK", "title": "csharp-mcp-server", "type": "instructions" }, "csharp-razorpages": { "path": "assets/instructions/csharp-razorpages.instructions.md", "description": "Razor Pages component and application patterns", "title": "csharp-razorpages", "type": "instructions" }, "csharp": { "path": "assets/instructions/csharp.instructions.md", "description": "Guidelines for building C# applications", "title": "csharp", "type": "instructions" }, "dart-n-flutter": { "path": "assets/instructions/dart-n-flutter.instructions.md", "description": "Instructions for writing Dart and Flutter code following the official recommendations.", "title": "dart-n-flutter", "type": "instructions" }, "dataverse-python-advanced-features": { "path": "assets/instructions/dataverse-python-advanced-features.instructions.md", "description": "", "title": "dataverse-python-advanced-features", "type": "instructions" }, "dataverse-python-agentic-workflows": { "path": "assets/instructions/dataverse-python-agentic-workflows.instructions.md", "description": "", "title": "dataverse-python-agentic-workflows", "type": "instructions" }, "dataverse-python-api-reference": { "path": "assets/instructions/dataverse-python-api-reference.instructions.md", "description": "", "title": "dataverse-python-api-reference", "type": "instructions" }, "dataverse-python-authentication-security": { "path": "assets/instructions/dataverse-python-authentication-security.instructions.md", "description": "", "title": "dataverse-python-authentication-security", "type": "instructions" }, "dataverse-python-best-practices": { "path": "assets/instructions/dataverse-python-best-practices.instructions.md", "description": "", "title": "dataverse-python-best-practices", "type": "instructions" }, "dataverse-python-error-handling": { "path": "assets/instructions/dataverse-python-error-handling.instructions.md", "description": "", "title": "dataverse-python-error-handling", "type": "instructions" }, "dataverse-python-file-operations": { "path": "assets/instructions/dataverse-python-file-operations.instructions.md", "description": "", "title": "dataverse-python-file-operations", "type": "instructions" }, "dataverse-python-modules": { "path": "assets/instructions/dataverse-python-modules.instructions.md", "description": "", "title": "dataverse-python-modules", "type": "instructions" }, "dataverse-python-pandas-integration": { "path": "assets/instructions/dataverse-python-pandas-integration.instructions.md", "description": "", "title": "dataverse-python-pandas-integration", "type": "instructions" }, "dataverse-python-performance-optimization": { "path": "assets/instructions/dataverse-python-performance-optimization.instructions.md", "description": "", "title": "dataverse-python-performance-optimization", "type": "instructions" }, "dataverse-python-real-world-usecases": { "path": "assets/instructions/dataverse-python-real-world-usecases.instructions.md", "description": "", "title": "dataverse-python-real-world-usecases", "type": "instructions" }, "dataverse-python-sdk": { "path": "assets/instructions/dataverse-python-sdk.instructions.md", "description": "", "title": "dataverse-python-sdk", "type": "instructions" }, "dataverse-python-testing-debugging": { "path": "assets/instructions/dataverse-python-testing-debugging.instructions.md", "description": "", "title": "dataverse-python-testing-debugging", "type": "instructions" }, "dataverse-python": { "path": "assets/instructions/dataverse-python.instructions.md", "description": "", "title": "dataverse-python", "type": "instructions" }, "debian-linux": { "path": "assets/instructions/debian-linux.instructions.md", "description": "Guidance for Debian-based Linux administration, apt workflows, and Debian policy conventions.", "title": "debian-linux", "type": "instructions" }, "declarative-agents-microsoft365": { "path": "assets/instructions/declarative-agents-microsoft365.instructions.md", "description": "Comprehensive development guidelines for Microsoft 365 Copilot declarative agents with schema v1.5, TypeSpec integration, and Microsoft 365 Agents Toolkit workflows", "title": "declarative-agents-microsoft365", "type": "instructions" }, "devbox-image-definition": { "path": "assets/instructions/devbox-image-definition.instructions.md", "description": "Authoring recommendations for creating YAML based image definition files for use with Microsoft Dev Box Team Customizations", "title": "devbox-image-definition", "type": "instructions" }, "devops-core-principles": { "path": "assets/instructions/devops-core-principles.instructions.md", "description": "Foundational instructions covering core DevOps principles, culture (CALMS), and key metrics (DORA) to guide GitHub Copilot in understanding and promoting effective software delivery.", "title": "devops-core-principles", "type": "instructions" }, "dotnet-architecture-good-practices": { "path": "assets/instructions/dotnet-architecture-good-practices.instructions.md", "description": "DDD and .NET architecture guidelines", "title": "dotnet-architecture-good-practices", "type": "instructions" }, "dotnet-framework": { "path": "assets/instructions/dotnet-framework.instructions.md", "description": "Guidance for working with .NET Framework projects. Includes project structure, C# language version, NuGet management, and best practices.", "title": "dotnet-framework", "type": "instructions" }, "dotnet-maui-9-to-dotnet-maui-10-upgrade": { "path": "assets/instructions/dotnet-maui-9-to-dotnet-maui-10-upgrade.instructions.md", "description": "Instructions for upgrading .NET MAUI applications from version 9 to version 10, including breaking changes, deprecated APIs, and migration strategies for ListView to CollectionView.", "title": "dotnet-maui-9-to-dotnet-maui-10-upgrade", "type": "instructions" }, "dotnet-maui": { "path": "assets/instructions/dotnet-maui.instructions.md", "description": ".NET MAUI component and application patterns", "title": "dotnet-maui", "type": "instructions" }, "dotnet-upgrade": { "path": "assets/instructions/dotnet-upgrade.instructions.md", "description": "Specialized agent for comprehensive .NET framework upgrades with progressive tracking and validation", "title": "dotnet-upgrade", "type": "instructions" }, "dotnet-wpf": { "path": "assets/instructions/dotnet-wpf.instructions.md", "description": ".NET WPF component and application patterns", "title": "dotnet-wpf", "type": "instructions" }, "draw-io": { "path": "assets/instructions/draw-io.instructions.md", "description": "Use when creating, editing, or reviewing draw.io diagrams and mxGraph XML in .drawio, .drawio.svg, or .drawio.png files.", "title": "draw-io", "type": "instructions" }, "exclude-prompt-data": { "path": "assets/instructions/exclude-prompt-data.instructions.md", "description": "Write only the resulting content into files. Never echo prompt instructions, rationale, or meta-commentary into documentation, comments, or code being produced from a prompt.", "title": "exclude-prompt-data", "type": "instructions" }, "fedora-linux": { "path": "assets/instructions/fedora-linux.instructions.md", "description": "Guidance for Fedora (Red Hat family) systems, dnf workflows, SELinux, and modern systemd practices.", "title": "fedora-linux", "type": "instructions" }, "genaiscript": { "path": "assets/instructions/genaiscript.instructions.md", "description": "AI-powered script generation guidelines", "title": "genaiscript", "type": "instructions" }, "generate-modern-terraform-code-for-azure": { "path": "assets/instructions/generate-modern-terraform-code-for-azure.instructions.md", "description": "Guidelines for generating modern Terraform code for Azure", "title": "generate-modern-terraform-code-for-azure", "type": "instructions" }, "gilfoyle-code-review": { "path": "assets/instructions/gilfoyle-code-review.instructions.md", "description": "Gilfoyle-style code review instructions that channel the sardonic technical supremacy of Silicon Valley's most arrogant systems architect.", "title": "gilfoyle-code-review", "type": "instructions" }, "github-actions-ci-cd-best-practices": { "path": "assets/instructions/github-actions-ci-cd-best-practices.instructions.md", "description": "Comprehensive guide for building robust, secure, and efficient CI/CD pipelines using GitHub Actions. Covers workflow structure, jobs, steps, environment variables, secret management, caching, matrix strategies, testing, and deployment strategies.", "title": "github-actions-ci-cd-best-practices", "type": "instructions" }, "go-mcp-server": { "path": "assets/instructions/go-mcp-server.instructions.md", "description": "Best practices and patterns for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk package.", "title": "go-mcp-server", "type": "instructions" }, "go": { "path": "assets/instructions/go.instructions.md", "description": "Instructions for writing Go code following idiomatic Go practices and community standards", "title": "go", "type": "instructions" }, "hooks": { "path": "assets/instructions/hooks.instructions.md", "description": "Portable guidance for authoring safe, fast, and clear hooks and reusable hook examples", "title": "hooks", "type": "instructions" }, "html-css-style-color-guide": { "path": "assets/instructions/html-css-style-color-guide.instructions.md", "description": "Color usage guidelines and styling rules for HTML elements to ensure accessible, professional designs.", "title": "html-css-style-color-guide", "type": "instructions" }, "instructions": { "path": "assets/instructions/instructions.instructions.md", "description": "Guidelines for creating high-quality custom instruction files for GitHub Copilot", "title": "instructions", "type": "instructions" }, "java-11-to-java-17-upgrade": { "path": "assets/instructions/java-11-to-java-17-upgrade.instructions.md", "description": "Comprehensive best practices for adopting new Java 17 features since the release of Java 11.", "title": "java-11-to-java-17-upgrade", "type": "instructions" }, "java-17-to-java-21-upgrade": { "path": "assets/instructions/java-17-to-java-21-upgrade.instructions.md", "description": "Comprehensive best practices for adopting new Java 21 features since the release of Java 17.", "title": "java-17-to-java-21-upgrade", "type": "instructions" }, "java-21-to-java-25-upgrade": { "path": "assets/instructions/java-21-to-java-25-upgrade.instructions.md", "description": "Comprehensive best practices for adopting new Java 25 features since the release of Java 21.", "title": "java-21-to-java-25-upgrade", "type": "instructions" }, "java-junit5-assertions": { "path": "assets/instructions/java-junit5-assertions.instructions.md", "description": "Standardizes JUnit 5 (Jupiter) assertions with best practices for performance, readability, and modern features (5.8+). Covers Supplier messages, assertAll, assertThrowsExactly, and performance-critical timeouts.", "title": "java-junit5-assertions", "type": "instructions" }, "java-mcp-server": { "path": "assets/instructions/java-mcp-server.instructions.md", "description": "Best practices and patterns for building Model Context Protocol (MCP) servers in Java using the official MCP Java SDK with reactive streams and Spring integration.", "title": "java-mcp-server", "type": "instructions" }, "joyride-user-project": { "path": "assets/instructions/joyride-user-project.instructions.md", "description": "Expert assistance for Joyride User Script projects - REPL-driven ClojureScript and user space automation of VS Code", "title": "joyride-user-project", "type": "instructions" }, "joyride-workspace-automation": { "path": "assets/instructions/joyride-workspace-automation.instructions.md", "description": "Expert assistance for Joyride Workspace automation - REPL-driven and user space ClojureScript automation within specific VS Code workspaces", "title": "joyride-workspace-automation", "type": "instructions" }, "kotlin-mcp-server": { "path": "assets/instructions/kotlin-mcp-server.instructions.md", "description": "Best practices and patterns for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library.", "title": "kotlin-mcp-server", "type": "instructions" }, "kubernetes-deployment-best-practices": { "path": "assets/instructions/kubernetes-deployment-best-practices.instructions.md", "description": "Comprehensive best practices for deploying and managing applications on Kubernetes. Covers Pods, Deployments, Services, Ingress, ConfigMaps, Secrets, health checks, resource limits, scaling, and security contexts.", "title": "kubernetes-deployment-best-practices", "type": "instructions" }, "kubernetes-manifests": { "path": "assets/instructions/kubernetes-manifests.instructions.md", "description": "Best practices for Kubernetes YAML manifests including labeling conventions, security contexts, pod security, resource management, probes, and validation commands", "title": "kubernetes-manifests", "type": "instructions" }, "langchain-python": { "path": "assets/instructions/langchain-python.instructions.md", "description": "Instructions for using LangChain with Python", "title": "langchain-python", "type": "instructions" }, "localization": { "path": "assets/instructions/localization.instructions.md", "description": "Guidelines for localizing markdown documents", "title": "localization", "type": "instructions" }, "lwc": { "path": "assets/instructions/lwc.instructions.md", "description": "Guidelines and best practices for developing Lightning Web Components (LWC) on Salesforce Platform.", "title": "lwc", "type": "instructions" }, "makefile": { "path": "assets/instructions/makefile.instructions.md", "description": "Best practices for authoring GNU Make Makefiles", "title": "makefile", "type": "instructions" }, "markdown-accessibility": { "path": "assets/instructions/markdown-accessibility.instructions.md", "description": "Markdown accessibility guidelines based on GitHub's 5 best practices for inclusive documentation", "title": "markdown-accessibility", "type": "instructions" }, "markdown-content-creation": { "path": "assets/instructions/markdown-content-creation.instructions.md", "description": "Markdown guidelines and content creation standards for blog posts", "title": "markdown-content-creation", "type": "instructions" }, "markdown-gfm": { "path": "assets/instructions/markdown-gfm.instructions.md", "description": "Markdown formatting for GitHub-flavored markdown (GFM) files", "title": "markdown-gfm", "type": "instructions" }, "markdown": { "path": "assets/instructions/markdown.instructions.md", "description": "Markdown formatting aligned to the CommonMark specification (0.31.2)", "title": "markdown", "type": "instructions" }, "mcp-m365-copilot": { "path": "assets/instructions/mcp-m365-copilot.instructions.md", "description": "Best practices for building MCP-based declarative agents and API plugins for Microsoft 365 Copilot with Model Context Protocol integration", "title": "mcp-m365-copilot", "type": "instructions" }, "memory-bank": { "path": "assets/instructions/memory-bank.instructions.md", "description": "Memory Bank pattern: persistent project documentation under a memory-bank/ folder so the AI can resume context across sessions.", "title": "memory-bank", "type": "instructions" }, "microsoft-foundry": { "path": "assets/instructions/microsoft-foundry.instructions.md", "description": "Build agents with the Microsoft Foundry SDK (azure-ai-projects v2) in Python: versioned agents, the Responses/Conversations model, tools, and the SDK mistakes Copilot makes by default.", "title": "microsoft-foundry", "type": "instructions" }, "mongo-dba": { "path": "assets/instructions/mongo-dba.instructions.md", "description": "Instructions for customizing GitHub Copilot behavior for MONGODB DBA chat mode.", "title": "mongo-dba", "type": "instructions" }, "moodle": { "path": "assets/instructions/moodle.instructions.md", "description": "Instructions for GitHub Copilot to generate code in a Moodle project context.", "title": "moodle", "type": "instructions" }, "ms-sql-dba": { "path": "assets/instructions/ms-sql-dba.instructions.md", "description": "Instructions for customizing GitHub Copilot behavior for MS-SQL DBA chat mode.", "title": "ms-sql-dba", "type": "instructions" }, "mvvm-toolkit": { "path": "assets/instructions/mvvm-toolkit.instructions.md", "description": "CommunityToolkit.Mvvm (MVVM Toolkit) coding conventions for ViewModels, commands, messaging, validation, and DI across WPF, WinUI 3, .NET MAUI, Uno Platform, and Avalonia.", "title": "mvvm-toolkit", "type": "instructions" }, "nestjs": { "path": "assets/instructions/nestjs.instructions.md", "description": "NestJS development standards and best practices for building scalable Node.js server-side applications", "title": "nestjs", "type": "instructions" }, "nextjs-tailwind": { "path": "assets/instructions/nextjs-tailwind.instructions.md", "description": "Next.js + Tailwind development standards and instructions", "title": "nextjs-tailwind", "type": "instructions" }, "nextjs": { "path": "assets/instructions/nextjs.instructions.md", "description": "Best practices for building Next.js (App Router) apps with modern caching, tooling, and server/client boundaries (aligned with Next.js 16.1.1).", "title": "nextjs", "type": "instructions" }, "no-heredoc": { "path": "assets/instructions/no-heredoc.instructions.md", "description": "Prevents terminal heredoc file corruption in VS Code Copilot by enforcing use of file editing tools instead of shell redirections", "title": "no-heredoc", "type": "instructions" }, "nodejs-javascript-vitest": { "path": "assets/instructions/nodejs-javascript-vitest.instructions.md", "description": "Guidelines for writing Node.js and JavaScript code with Vitest testing", "title": "nodejs-javascript-vitest", "type": "instructions" }, "object-calisthenics": { "path": "assets/instructions/object-calisthenics.instructions.md", "description": "Enforces Object Calisthenics principles for business domain code to ensure clean, maintainable, and robust code", "title": "object-calisthenics", "type": "instructions" }, "oop-design-patterns": { "path": "assets/instructions/oop-design-patterns.instructions.md", "description": "Best practices for applying Object-Oriented Programming (OOP) design patterns, including Gang of Four (GoF) patterns and SOLID principles, to ensure clean, maintainable, and scalable code.", "title": "oop-design-patterns", "type": "instructions" }, "oqtane": { "path": "assets/instructions/oqtane.instructions.md", "description": "Oqtane Module patterns", "title": "oqtane", "type": "instructions" }, "pcf-alm": { "path": "assets/instructions/pcf-alm.instructions.md", "description": "Application lifecycle management (ALM) for PCF code components", "title": "pcf-alm", "type": "instructions" }, "pcf-api-reference": { "path": "assets/instructions/pcf-api-reference.instructions.md", "description": "Complete PCF API reference with all interfaces and their availability in model-driven and canvas apps", "title": "pcf-api-reference", "type": "instructions" }, "pcf-best-practices": { "path": "assets/instructions/pcf-best-practices.instructions.md", "description": "Best practices and guidance for developing PCF code components", "title": "pcf-best-practices", "type": "instructions" }, "pcf-canvas-apps": { "path": "assets/instructions/pcf-canvas-apps.instructions.md", "description": "Code components for canvas apps implementation, security, and configuration", "title": "pcf-canvas-apps", "type": "instructions" }, "pcf-code-components": { "path": "assets/instructions/pcf-code-components.instructions.md", "description": "Understanding code components structure and implementation", "title": "pcf-code-components", "type": "instructions" }, "pcf-community-resources": { "path": "assets/instructions/pcf-community-resources.instructions.md", "description": "PCF community resources including gallery, videos, blogs, and development tools", "title": "pcf-community-resources", "type": "instructions" }, "pcf-dependent-libraries": { "path": "assets/instructions/pcf-dependent-libraries.instructions.md", "description": "Using dependent libraries in PCF components", "title": "pcf-dependent-libraries", "type": "instructions" }, "pcf-events": { "path": "assets/instructions/pcf-events.instructions.md", "description": "Define and handle custom events in PCF components", "title": "pcf-events", "type": "instructions" }, "pcf-fluent-modern-theming": { "path": "assets/instructions/pcf-fluent-modern-theming.instructions.md", "description": "Style components with modern theming using Fluent UI", "title": "pcf-fluent-modern-theming", "type": "instructions" }, "pcf-limitations": { "path": "assets/instructions/pcf-limitations.instructions.md", "description": "Limitations and restrictions of Power Apps Component Framework", "title": "pcf-limitations", "type": "instructions" }, "pcf-manifest-schema": { "path": "assets/instructions/pcf-manifest-schema.instructions.md", "description": "Complete manifest schema reference for PCF components with all available XML elements", "title": "pcf-manifest-schema", "type": "instructions" }, "pcf-model-driven-apps": { "path": "assets/instructions/pcf-model-driven-apps.instructions.md", "description": "Code components for model-driven apps implementation and configuration", "title": "pcf-model-driven-apps", "type": "instructions" }, "pcf-overview": { "path": "assets/instructions/pcf-overview.instructions.md", "description": "Power Apps Component Framework overview and fundamentals", "title": "pcf-overview", "type": "instructions" }, "pcf-power-pages": { "path": "assets/instructions/pcf-power-pages.instructions.md", "description": "Using code components in Power Pages sites", "title": "pcf-power-pages", "type": "instructions" }, "pcf-react-platform-libraries": { "path": "assets/instructions/pcf-react-platform-libraries.instructions.md", "description": "React controls and platform libraries for PCF components", "title": "pcf-react-platform-libraries", "type": "instructions" }, "pcf-sample-components": { "path": "assets/instructions/pcf-sample-components.instructions.md", "description": "How to use and run PCF sample components from the PowerApps-Samples repository", "title": "pcf-sample-components", "type": "instructions" }, "pcf-tooling": { "path": "assets/instructions/pcf-tooling.instructions.md", "description": "Get Microsoft Power Platform CLI tooling for Power Apps Component Framework", "title": "pcf-tooling", "type": "instructions" }, "performance-optimization": { "path": "assets/instructions/performance-optimization.instructions.md", "description": "Comprehensive web performance standards based on Core Web Vitals (LCP, INP, CLS), with 50+ anti-patterns, detection regex, framework-specific fixes for modern web frameworks, and modern API guidance.", "title": "performance-optimization", "type": "instructions" }, "php-mcp-server": { "path": "assets/instructions/php-mcp-server.instructions.md", "description": "Best practices for building Model Context Protocol servers in PHP using the official PHP SDK with attribute-based discovery and multiple transport options", "title": "php-mcp-server", "type": "instructions" }, "php-symfony": { "path": "assets/instructions/php-symfony.instructions.md", "description": "Symfony development standards aligned with official Symfony Best Practices", "title": "php-symfony", "type": "instructions" }, "playwright-dotnet": { "path": "assets/instructions/playwright-dotnet.instructions.md", "description": "Playwright .NET test generation instructions", "title": "playwright-dotnet", "type": "instructions" }, "playwright-python": { "path": "assets/instructions/playwright-python.instructions.md", "description": "Playwright Python AI test generation instructions based on official documentation.", "title": "playwright-python", "type": "instructions" }, "playwright-typescript": { "path": "assets/instructions/playwright-typescript.instructions.md", "description": "Playwright test generation instructions", "title": "playwright-typescript", "type": "instructions" }, "power-apps-canvas-yaml": { "path": "assets/instructions/power-apps-canvas-yaml.instructions.md", "description": "Comprehensive guide for working with Power Apps Canvas Apps YAML structure based on Microsoft Power Apps YAML schema v3.0. Covers Power Fx formulas, control structures, data types, and source control best practices.", "title": "power-apps-canvas-yaml", "type": "instructions" }, "power-apps-code-apps": { "path": "assets/instructions/power-apps-code-apps.instructions.md", "description": "Power Apps Code Apps development standards and best practices for TypeScript, React, and Power Platform integration", "title": "power-apps-code-apps", "type": "instructions" }, "power-bi-custom-visuals-development": { "path": "assets/instructions/power-bi-custom-visuals-development.instructions.md", "description": "Comprehensive Power BI custom visuals development guide covering React, D3.js integration, TypeScript patterns, testing frameworks, and advanced visualization techniques.", "title": "power-bi-custom-visuals-development", "type": "instructions" }, "power-bi-data-modeling-best-practices": { "path": "assets/instructions/power-bi-data-modeling-best-practices.instructions.md", "description": "Comprehensive Power BI data modeling best practices based on Microsoft guidance for creating efficient, scalable, and maintainable semantic models using star schema principles.", "title": "power-bi-data-modeling-best-practices", "type": "instructions" }, "power-bi-dax-best-practices": { "path": "assets/instructions/power-bi-dax-best-practices.instructions.md", "description": "Comprehensive Power BI DAX best practices and patterns based on Microsoft guidance for creating efficient, maintainable, and performant DAX formulas.", "title": "power-bi-dax-best-practices", "type": "instructions" }, "power-bi-devops-alm-best-practices": { "path": "assets/instructions/power-bi-devops-alm-best-practices.instructions.md", "description": "Comprehensive guide for Power BI DevOps, Application Lifecycle Management (ALM), CI/CD pipelines, deployment automation, and version control best practices.", "title": "power-bi-devops-alm-best-practices", "type": "instructions" }, "power-bi-report-design-best-practices": { "path": "assets/instructions/power-bi-report-design-best-practices.instructions.md", "description": "Comprehensive Power BI report design and visualization best practices based on Microsoft guidance for creating effective, accessible, and performant reports and dashboards.", "title": "power-bi-report-design-best-practices", "type": "instructions" }, "power-bi-security-rls-best-practices": { "path": "assets/instructions/power-bi-security-rls-best-practices.instructions.md", "description": "Comprehensive Power BI Row-Level Security (RLS) and advanced security patterns implementation guide with dynamic security, best practices, and governance strategies.", "title": "power-bi-security-rls-best-practices", "type": "instructions" }, "power-platform-connector": { "path": "assets/instructions/power-platform-connector.instructions.md", "description": "Comprehensive development guidelines for Power Platform Custom Connectors using JSON Schema definitions. Covers API definitions (Swagger 2.0), API properties, and settings configuration with Microsoft extensions.", "title": "Power Platform Connectors Schema Development Instructions", "type": "instructions" }, "power-platform-mcp-development": { "path": "assets/instructions/power-platform-mcp-development.instructions.md", "description": "Instructions for developing Power Platform custom connectors with Model Context Protocol (MCP) integration for Microsoft Copilot Studio", "title": "power-platform-mcp-development", "type": "instructions" }, "powershell-pester-6": { "path": "assets/instructions/powershell-pester-6.instructions.md", "description": "PowerShell Pester testing best practices based on Pester v6 conventions", "title": "powershell-pester-6", "type": "instructions" }, "powershell": { "path": "assets/instructions/powershell.instructions.md", "description": "PowerShell cmdlet and scripting best practices based on Microsoft guidelines", "title": "powershell", "type": "instructions" }, "prompt": { "path": "assets/instructions/prompt.instructions.md", "description": "Guidelines for creating high-quality prompt files for GitHub Copilot", "title": "prompt", "type": "instructions" }, "python-mcp-server": { "path": "assets/instructions/python-mcp-server.instructions.md", "description": "Instructions for building Model Context Protocol (MCP) servers using the Python SDK", "title": "python-mcp-server", "type": "instructions" }, "qa-engineering-best-practices": { "path": "assets/instructions/qa-engineering-best-practices.instructions.md", "description": "Comprehensive QA engineering best practices covering test strategy, test pyramid, naming conventions, assertion patterns, bug reporting, and automation guidelines for modern software projects.", "title": "qa-engineering-best-practices", "type": "instructions" }, "quarkus-mcp-server-sse": { "path": "assets/instructions/quarkus-mcp-server-sse.instructions.md", "description": "Quarkus and MCP Server with HTTP SSE transport development standards and instructions", "title": "quarkus-mcp-server-sse", "type": "instructions" }, "quarkus": { "path": "assets/instructions/quarkus.instructions.md", "description": "Quarkus development standards and instructions", "title": "quarkus", "type": "instructions" }, "r": { "path": "assets/instructions/r.instructions.md", "description": "R language and document formats (R, Rmd, Quarto): coding standards and Copilot guidance for idiomatic, safe, and consistent code generation.", "title": "r", "type": "instructions" }, "ruby-mcp-server": { "path": "assets/instructions/ruby-mcp-server.instructions.md", "description": "Best practices and patterns for building Model Context Protocol (MCP) servers in Ruby using the official MCP Ruby SDK gem.", "title": "ruby-mcp-server", "type": "instructions" }, "ruby-on-rails": { "path": "assets/instructions/ruby-on-rails.instructions.md", "description": "Ruby on Rails coding conventions and guidelines", "title": "ruby-on-rails", "type": "instructions" }, "rust-mcp-server": { "path": "assets/instructions/rust-mcp-server.instructions.md", "description": "Best practices for building Model Context Protocol servers in Rust using the official rmcp SDK with async/await patterns", "title": "rust-mcp-server", "type": "instructions" }, "rust": { "path": "assets/instructions/rust.instructions.md", "description": "Rust programming language coding conventions and best practices", "title": "rust", "type": "instructions" }, "scala-spark": { "path": "assets/instructions/scala-spark.instructions.md", "description": "Best practices for building Apache Spark applications in Scala, covering DataFrames, Datasets, SparkSQL, performance tuning, testing, and production deployment patterns.", "title": "scala-spark", "type": "instructions" }, "scala2": { "path": "assets/instructions/scala2.instructions.md", "description": "Scala 2.12/2.13 programming language coding conventions and best practices following Databricks style guide for functional programming, type safety, and production code quality.", "title": "scala2", "type": "instructions" }, "security-and-owasp": { "path": "assets/instructions/security-and-owasp.instructions.md", "description": "Comprehensive secure coding standards based on OWASP Top 10 2025, with 55+ anti-patterns, detection regex, framework-specific fixes for modern web and backend frameworks, and AI/LLM security guidance.", "title": "security-and-owasp", "type": "instructions" }, "self-explanatory-code-commenting": { "path": "assets/instructions/self-explanatory-code-commenting.instructions.md", "description": "Guidelines for GitHub Copilot to write comments to achieve self-explanatory code with less comments. Examples are in JavaScript but it should work on any language that has comments.", "title": "self-explanatory-code-commenting", "type": "instructions" }, "shell": { "path": "assets/instructions/shell.instructions.md", "description": "Shell scripting best practices and conventions for bash, sh, zsh, and other shells", "title": "shell", "type": "instructions" }, "spec-driven-workflow-v1": { "path": "assets/instructions/spec-driven-workflow-v1.instructions.md", "description": "Specification-Driven Workflow v1 provides a structured approach to software development, ensuring that requirements are clearly defined, designs are meticulously planned, and implementations are thoroughly documented and validated.", "title": "spec-driven-workflow-v1", "type": "instructions" }, "springboot-4-migration": { "path": "assets/instructions/springboot-4-migration.instructions.md", "description": "Comprehensive guide for migrating Spring Boot applications from 3.x to 4.0, focusing on Gradle Kotlin DSL and version catalogs", "title": "springboot-4-migration", "type": "instructions" }, "springboot": { "path": "assets/instructions/springboot.instructions.md", "description": "Guidelines for building Spring Boot base applications", "title": "springboot", "type": "instructions" }, "sql-sp-generation": { "path": "assets/instructions/sql-sp-generation.instructions.md", "description": "Guidelines for generating SQL statements and stored procedures", "title": "sql-sp-generation", "type": "instructions" }, "svelte": { "path": "assets/instructions/svelte.instructions.md", "description": "Svelte 5 and SvelteKit 2 development standards and best practices for component-based user interfaces and full-stack applications", "title": "svelte", "type": "instructions" }, "swift-mcp-server": { "path": "assets/instructions/swift-mcp-server.instructions.md", "description": "Best practices and patterns for building Model Context Protocol (MCP) servers in Swift using the official MCP Swift SDK package.", "title": "swift-mcp-server", "type": "instructions" }, "tailwind-v4-vite": { "path": "assets/instructions/tailwind-v4-vite.instructions.md", "description": "Tailwind CSS v4+ installation and configuration for Vite projects using the official @tailwindcss/vite plugin", "title": "tailwind-v4-vite", "type": "instructions" }, "taming-copilot": { "path": "assets/instructions/taming-copilot.instructions.md", "description": "Prevent Copilot from wreaking havoc across your codebase, keeping it under control.", "title": "taming-copilot", "type": "instructions" }, "tanstack-start-shadcn-tailwind": { "path": "assets/instructions/tanstack-start-shadcn-tailwind.instructions.md", "description": "Guidelines for building TanStack Start applications", "title": "tanstack-start-shadcn-tailwind", "type": "instructions" }, "task-implementation": { "path": "assets/instructions/task-implementation.instructions.md", "description": "Instructions for implementing task plans with progressive tracking and change record - Brought to you by microsoft/edge-ai", "title": "task-implementation", "type": "instructions" }, "tasksync": { "path": "assets/instructions/tasksync.instructions.md", "description": "TaskSync V5 - Allows you to give the agent new instructions or feedback after completing a task using terminal while agent is running.", "title": "tasksync", "type": "instructions" }, "terraform-azure": { "path": "assets/instructions/terraform-azure.instructions.md", "description": "Create or modify solutions built using Terraform on Azure.", "title": "terraform-azure", "type": "instructions" }, "terraform-sap-btp": { "path": "assets/instructions/terraform-sap-btp.instructions.md", "description": "Terraform conventions and guidelines for SAP Business Technology Platform (SAP BTP).", "title": "terraform-sap-btp", "type": "instructions" }, "terraform": { "path": "assets/instructions/terraform.instructions.md", "description": "Terraform Conventions and Guidelines", "title": "terraform", "type": "instructions" }, "typescript-mcp-server": { "path": "assets/instructions/typescript-mcp-server.instructions.md", "description": "Instructions for building Model Context Protocol (MCP) servers using the TypeScript SDK", "title": "typescript-mcp-server", "type": "instructions" }, "typespec-m365-copilot": { "path": "assets/instructions/typespec-m365-copilot.instructions.md", "description": "Guidelines and best practices for building TypeSpec-based declarative agents and API plugins for Microsoft 365 Copilot", "title": "typespec-m365-copilot", "type": "instructions" }, "update-code-from-shorthand": { "path": "assets/instructions/update-code-from-shorthand.instructions.md", "description": "Shorthand code will be in the file provided from the prompt or raw data in the prompt, and will be used to update the code file when the prompt has the text `UPDATE CODE FROM SHORTHAND`.", "title": "update-code-from-shorthand", "type": "instructions" }, "update-docs-on-code-change": { "path": "assets/instructions/update-docs-on-code-change.instructions.md", "description": "Automatically update README.md and documentation files when application code changes require documentation updates", "title": "update-docs-on-code-change", "type": "instructions" }, "use-cliche-data-in-docs": { "path": "assets/instructions/use-cliche-data-in-docs.instructions.md", "description": "Ensure documentation and examples use only generic, cliche placeholder data — never real or sensitive data sourced from local scripts, configuration, task files, or prompt context.", "title": "use-cliche-data-in-docs", "type": "instructions" }, "vsixtoolkit": { "path": "assets/instructions/vsixtoolkit.instructions.md", "description": "Guidelines for Visual Studio extension (VSIX) development using Community.VisualStudio.Toolkit", "title": "vsixtoolkit", "type": "instructions" }, "vue": { "path": "assets/instructions/vue.instructions.md", "description": "Comprehensive Vue 3 development standards and best practices: Composition API, `