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"models/local-models", "title": "Local Models", "summary": "Quantization and local deployment", "file": "models/local-models.md", "parent": "models" }, { "id": "models/hybrid-architectures", "title": "Hybrid Architectures", "summary": "Multi-model routing strategies", "file": "models/hybrid-architectures.md", "parent": "models" }, { "id": "prompting", "title": "Prompting Techniques", "summary": "Advanced prompting strategies", "collapsed": true, "parent": "guides" }, { "id": "prompting/chain-of-thought", "title": "Chain-of-Thought", "summary": "Structured reasoning patterns", "file": "prompting/chain-of-thought.md", "parent": "prompting" }, { "id": "prompting/context-optimization", "title": "Context Optimization", "summary": "Managing context windows effectively", "file": "prompting/context-optimization.md", "parent": "prompting" }, { "id": "prompting/few-shot-learning", "title": "Few-Shot Learning", "summary": "Example selection and formatting", "file": "prompting/few-shot-learning.md", "parent": "prompting" }, { "id": "prompting/role-based-prompting", "title": "Role-Based Prompting", "summary": "Persona design and voice", "file": "prompting/role-based-prompting.md", "parent": "prompting" }, { "id": "reference", "title": "Reference", "summary": "CLI commands, configuration, and API docs" }, { "id": "CLI_USAGE", "title": "CLI Reference", "summary": "Complete command line usage", "file": "CLI_USAGE.md", "parent": "reference" }, { "id": "local-issues", "title": "Local Issues", "summary": "Project-local issue tracker under .aiwg/issues/", "file": "local-issues.md", "parent": "reference" }, { "id": "cli-reference", "title": "All Commands", "summary": "Every aiwg command with examples", "file": "cli-reference.md", "parent": "reference" }, { "id": "fortemi-core-prebuilt-indices", "title": "Fortemi Core Prebuilt Indices", "summary": "Packaged Fortemi Core framework index artifacts and release gates", "file": "fortemi-core-prebuilt-indices.md", "parent": "reference" }, { "id": "user-level-indices", "title": "User-Level Indices", "summary": "Shared user-level capability and corpus indices", "file": "user-level-indices.md", "parent": "reference" }, { "id": "user-level-project-memory", "title": "User-Level Project Memory", "summary": "Private per-project AIWG memory registry under ~/.aiwg/projects", "file": "user-level-project-memory.md", "parent": "reference" }, { "id": "ralph-guide", "title": "Agent Loop Guide", "summary": "Iterative AI task execution with automatic recovery", "file": "ralph-guide.md", "parent": "reference" }, { "id": "simple-language-translations", "title": "Natural Language Reference", "summary": "Maps everyday phrases to AIWG commands", "file": "simple-language-translations.md", "parent": "reference" }, { "id": "mention-utilities", "title": "@-Mention Utilities", "summary": "Traceability references and linking", "file": "mention-utilities.md", "parent": "reference" }, { "id": "deploy-generators", "title": "Deploy Generators", "summary": "Deployment configurations", "file": "deploy-generators.md", "parent": "reference" }, { "id": "configuration/model-configuration", "title": "Model Configuration", "summary": "Configure AI model settings", "file": "configuration/model-configuration.md", "parent": "reference" }, { "id": "hook-patterns", "title": "Hook Patterns", "summary": "Lifecycle event hooks", "file": "hook-patterns.md", "parent": "reference" }, { "id": "mcp/README", "title": "MCP Server", "summary": "Model Context Protocol integration", "file": "mcp/README.md", "parent": "reference" }, { "id": "plugin-marketplace-guide", "title": "Plugin Marketplace", "summary": "Install and manage plugins", "file": "plugin-marketplace-guide.md", "parent": "reference" }, { "id": "daemon-guide", "title": "Daemon Mode", "summary": "Background daemon operations", "file": "daemon-guide.md", "parent": "reference" }, { "id": "soul-md-guide", "title": "SOUL.md — Agent Identity", "summary": "Give agents persistent character: worldview, opinions, reasoning traits. soul-create, soul-enable, soul-blend.", "file": "soul-md-guide.md", "parent": "reference" }, { "id": "messaging-guide", "title": "Messaging", "summary": "Chat platform integration", "file": "messaging-guide.md", "parent": "reference" }, { "id": "behaviors-guide", "title": "Behaviors", "summary": "Behavior bundles — directives and toolsets for daemon-governed agents", "file": "behaviors-guide.md", "parent": "reference" }, { "id": "frameworks", "title": "Framework Docs", "summary": "Deep guides for each installed framework", "collapsed": true, "parent": "reference" }, { "id": "addons", "title": "Addon Docs", "summary": "Guides and references for each installed addon", "collapsed": true, "parent": "reference" }, { "id": "tools", "title": "Tool Internals", "summary": "API references and implementation guides for built-in tools", "collapsed": true, "parent": "reference" }, { "id": "customizing", "title": "Customizing AIWG", "summary": "Extend, build, and contribute components" }, { "id": "extensions", "title": "Extension System", "summary": "Architecture and types", "collapsed": true, "parent": "customizing" }, { "id": "extensions/overview", "title": "Overview", "summary": "Extension architecture", "file": "extensions/overview.md", "parent": "extensions" }, { "id": "extensions/creating-extensions", "title": "Creating Extensions", "summary": "Build custom extensions", "file": "extensions/creating-extensions.md", "parent": "extensions" }, { "id": "extensions/extension-types", "title": "Extension Types", "summary": "Complete type reference", "file": "extensions/extension-types.md", "parent": "extensions" }, { "id": "development", "title": "Addons & Frameworks", "summary": "Package reusable components", "collapsed": true, "parent": "customizing" }, { "id": "development/devkit-overview", "title": "Devkit Overview", "summary": "Development toolkit", "file": "development/devkit-overview.md", "parent": "development" }, { "id": "development/addon-creation-guide", "title": "Creating Addons", "summary": "Build addon packages", "file": "development/addon-creation-guide.md", "parent": "development" }, { "id": "development/extension-creation-guide", "title": "Creating Extensions", "summary": "Build standalone extensions", "file": "development/extension-creation-guide.md", "parent": "development" }, { "id": "development/framework-creation-guide", "title": "Creating Frameworks", "summary": "Build complete frameworks", "file": "development/framework-creation-guide.md", "parent": "development" }, { "id": "development/skill-creation-guide", "title": "Creating Skills", "summary": "Build reusable skills", "file": "development/skill-creation-guide.md", "parent": "development" }, { "id": "development/walkthrough-create-addon", "title": "Addon Walkthrough", "summary": "Step-by-step addon tutorial", "file": "development/walkthrough-create-addon.md", "parent": "development" }, { "id": "development/file-placement-guide", "title": "File Placement", "summary": "Where files belong in the project", "file": "development/file-placement-guide.md", "parent": "development" }, { "id": "commands", "title": "Commands", "summary": "Build slash commands", "collapsed": true, "parent": "customizing" }, { "id": "commands/DEVELOPMENT_GUIDE", "title": "Development Guide", "summary": "Creating commands", "file": "commands/DEVELOPMENT_GUIDE.md", "parent": "commands" }, { "id": "commands/development-commands-examples", "title": "Examples", "summary": "Command usage examples", "file": "commands/development-commands-examples.md", "parent": "commands" }, { "id": "commands/subagents-and-commands-guide", "title": "Subagents", "summary": "Work with subagents", "file": "commands/subagents-and-commands-guide.md", "parent": "commands" }, { "id": "smithing", "title": "Smithing", "summary": "Generate tools and MCP servers dynamically", "collapsed": true, "parent": "customizing" }, { "id": "smithing/agentic-smiths", "title": "Agentic Smiths", "summary": "Generate agents and skills on demand", "file": "smithing/agentic-smiths.md", "parent": "smithing" }, { "id": "smithing/toolsmith", "title": "Toolsmith", "summary": "Create automation tools", "file": "smithing/toolsmith.md", "parent": "smithing" }, { "id": "smithing/mcpsmith", "title": "MCP Smith", "summary": "Generate MCP servers", "file": "smithing/mcpsmith.md", "parent": "smithing" }, { "id": "smithing/graduating-creations", "title": "Graduating Creations", "summary": "Promote to production", "file": "smithing/graduating-creations.md", "parent": "smithing" }, { "id": "contributing", "title": "Contributing", "summary": "Contribute to the AIWG project", "collapsed": true, "parent": "customizing" }, { "id": "contributing/contributor-quickstart", "title": "Contributor Guide", "summary": "Getting started as a contributor", "file": "contributing/contributor-quickstart.md", "parent": "contributing" }, { "id": "contributing/maintainer-review-guide", "title": "Maintainer Guide", "summary": "Review and merge process", "file": "contributing/maintainer-review-guide.md", "parent": "contributing" }, { "id": "contributing/testing-requirements", "title": "Testing Requirements", "summary": "Test standards for contributions", "file": "contributing/testing-requirements.md", "parent": "contributing" }, { "id": "contributing/publishing-blog-posts", "title": "Publishing Blog Posts", "summary": "Blog source-of-truth model, frontmatter spec, and publish flow", "file": "contributing/publishing-blog-posts.md", "parent": "contributing" }, { "id": "blog", "title": "Blog", "summary": "AIWG engineering blog", "collapsed": true }, { "id": "blog/2026-6-aiwg-june-2026-report", "title": "AIWG — June 2026 Report", "summary": "A month-end report covering Cockpit, OpenHuman support, plain-words search, media research notes, and leaner startup context.", "file": "blog/2026-6-aiwg-june-2026-report.md", "parent": "blog" }, { "id": "blog/2026-6-aiwg-cockpit-desktop-control-plane", "title": "Your agents, your desktop: the AIWG Cockpit", "summary": "June shipped provider #11, declarative Flows, and cross-stack Missions. Next: a local desktop control plane over every agentic stack you run.", "file": "blog/2026-6-aiwg-cockpit-desktop-control-plane.md", "parent": "blog" }, { "id": "blog/2026-6-aiwg-2026-6-0", "title": "What's new in 2026.6.0", "summary": "AIWG now works with 11 AI coding tools, makes multi-agent teamwork easier, and turns research papers into something searchable.", "file": "blog/2026-6-aiwg-2026-6-0.md", "parent": "blog" }, { "id": "blog/2026-5-how-aiwg-builds-your-system-prompt", "title": "How AIWG builds your customized system prompt", "summary": "AIWG assembles a per-session prompt and command set from your workspace state across eleven AI tools.", "file": "blog/2026-5-how-aiwg-builds-your-system-prompt.md", "parent": "blog" }, { "id": "blog/2026-5-where-things-are", "title": "What's been happening since 2026.3.x", "summary": "A plain-language retrospective on the 2026.5.x line and the work behind the quiet stretch.", "file": "blog/2026-5-where-things-are.md", "parent": "blog" }, { "id": "troubleshooting", "title": "Troubleshooting", "summary": "Fix common issues", "collapsed": true }, { "id": "troubleshooting/setup-issues", "title": "Setup Issues", "summary": "Installation problems", "file": "troubleshooting/setup-issues.md", "parent": "troubleshooting" }, { "id": "troubleshooting/deployment-issues", "title": "Deployment Issues", "summary": "Deployment problems", "file": "troubleshooting/deployment-issues.md", "parent": "troubleshooting" }, { "id": "troubleshooting/path-issues", "title": "Path Issues", "summary": "Path resolution problems", "file": "troubleshooting/path-issues.md", "parent": "troubleshooting" }, { "id": "troubleshooting/platform-issues", "title": "Platform Issues", "summary": "Platform-specific problems", "file": "troubleshooting/platform-issues.md", "parent": "troubleshooting" }, { "id": "references", "title": "Research", "summary": "Academic papers and specifications", "collapsed": true }, { "id": "references/REF-001-production-grade-agentic-workflows", "title": "REF-001: Production Workflows", "summary": "Agentic workflow patterns", "file": "references/REF-001-production-grade-agentic-workflows.md", "parent": "references" }, { "id": "references/REF-002-llm-failure-modes-agentic", "title": "REF-002: LLM Failure Modes", "summary": "Failure analysis and mitigation", "file": "references/REF-002-llm-failure-modes-agentic.md", "parent": "references" }, { "id": "references/REF-003-agentic-development-antipatterns", "title": "REF-003: Development Antipatterns", "summary": "Agentic development pitfalls", "file": "references/REF-003-agentic-development-antipatterns.md", "parent": "references" }, { "id": "references/REF-066-mcp-specification-2025", "title": "REF-066: MCP Specification", "summary": "Model Context Protocol spec", "file": "references/REF-066-mcp-specification-2025.md", "parent": "references" }, { "id": "releases", "title": "Releases", "summary": "Release notes and changelog", "collapsed": true }, { "id": "releases/v2026.5.11-announcement", "title": "v2026.5.11 — Provider Detection + Local Issue Sync", "summary": "Codex-aware provider detection, local issue sync documentation, media transcript sidecars, and release doc-sync hygiene.", "file": "releases/v2026.5.11-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.10-announcement", "title": "v2026.5.10 — Beginner Onboarding Wizard + Docs", "summary": "Guided onboarding wizard, deterministic workspace engagement status, and beginner docs for first-run success.", "file": "releases/v2026.5.10-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.9-announcement", "title": "v2026.5.9 — Workspace-Aware Deploy Fix", "summary": "Fix workspace-aware aiwg use all to deploy selected sources directly without repeating full framework post-deploy flow.", "file": "releases/v2026.5.9-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.8-announcement", "title": "v2026.5.8 — Fleet Discipline + Release Hygiene", "summary": "Fleet behavior policies, status export, repo-access preflight, model-tier routing, serve reliability, and install hygiene.", "file": "releases/v2026.5.8-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.7-announcement", "title": "v2026.5.7 — RLM Search Reliability + Internal Loop Routing", "summary": "RLM search reliability, single-chunk prep coverage, and internal agent-loop routing.", "file": "releases/v2026.5.7-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.6-announcement", "title": "v2026.5.6 — Agent-loop Completion Inference + Auto-Compact Discipline", "summary": "Agent-loop completion inference, auto-compact discipline, and publish workflow ordering fixes.", "file": "releases/v2026.5.6-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.5-announcement", "title": "v2026.5.5 — Cross-provider Discover-first Parity", "summary": "Discover-first deployment parity, project-isolation warning, and novice-user adoption study artifacts.", "file": "releases/v2026.5.5-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.4-announcement", "title": "v2026.5.4", "summary": "Previous release", "file": "releases/v2026.5.4-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.3-announcement", "title": "v2026.5.3", "summary": "Previous release", "file": "releases/v2026.5.3-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.2-announcement", "title": "v2026.5.2", "summary": "Previous release", "file": "releases/v2026.5.2-announcement.md", "parent": "releases" }, { "id": "releases/v2026.5.0-announcement", "title": "v2026.5.0", "summary": "Previous release", "file": "releases/v2026.5.0-announcement.md", "parent": "releases" }, { "id": "releases/v2026.4.1-announcement", "title": "v2026.4.1", "summary": "Previous release", "file": "releases/v2026.4.1-announcement.md", "parent": "releases" }, { "id": "releases/v2026.4.0-announcement", "title": "v2026.4.0 — Autonomous Systems", "summary": "Major release: corpus architecture, daemon, Mission Control, behaviors, SOUL.md, OpenClaw, Hermes, ops-complete, and more.", "file": "releases/v2026.4.0-announcement.md", "parent": "releases" }, { "id": "releases/v2026.3.4-announcement", "title": "v2026.3.4", "summary": "Previous release", "file": "releases/v2026.3.4-announcement.md", "parent": "releases" }, { "id": "releases/v2026.3.3-announcement", "title": "v2026.3.3", "summary": "Previous release", "file": "releases/v2026.3.3-announcement.md", "parent": "releases" }, { "id": "releases/v2026.3.2-announcement", "title": "v2026.3.2", "summary": "Previous release", "file": "releases/v2026.3.2-announcement.md", "parent": "releases" }, { "id": "releases/v2026.3.1-announcement", "title": "v2026.3.1", "summary": "Previous release", "file": "releases/v2026.3.1-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.15-announcement", "title": "v2026.2.15", "summary": "Previous release", "file": "releases/v2026.2.15-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.14-announcement", "title": "v2026.2.14", "summary": "Previous release", "file": "releases/v2026.2.14-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.12-announcement", "title": "v2026.2.12", "summary": "Previous release", "file": "releases/v2026.2.12-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.9-announcement", "title": "v2026.2.9", "summary": "Previous release", "file": "releases/v2026.2.9-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.8-announcement", "title": "v2026.2.8", "summary": "Previous release", "file": "releases/v2026.2.8-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.7-announcement", "title": "v2026.2.7", "summary": "Previous release", "file": "releases/v2026.2.7-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.5-announcement", "title": "v2026.2.5", "summary": "Previous release", "file": "releases/v2026.2.5-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.4-announcement", "title": "v2026.2.4", "summary": "Previous release", "file": "releases/v2026.2.4-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.3-announcement", "title": "v2026.2.3", "summary": "Previous release", "file": "releases/v2026.2.3-announcement.md", "parent": "releases" }, { "id": "releases/v2026.2.0-announcement", "title": "v2026.2.0", "summary": "Previous release", "file": "releases/v2026.2.0-announcement.md", "parent": "releases" }, { "id": "releases/v2026.1.7-announcement", "title": "v2026.1.7", "summary": "Previous release", "file": "releases/v2026.1.7-announcement.md", "parent": "releases" }, { "id": "releases/v2026.1.6-announcement", "title": "v2026.1.6", "summary": "Previous release", "file": "releases/v2026.1.6-announcement.md", "parent": "releases" }, { "id": "releases/v2026.1.5-announcement", "title": "v2026.1.5", "summary": "Previous release", "file": "releases/v2026.1.5-announcement.md", "parent": "releases" }, { "id": "releases/v2026.1.4-announcement", "title": "v2026.1.4", "summary": "Previous release", "file": "releases/v2026.1.4-announcement.md", "parent": "releases" }, { "id": "releases/v2026.1.3-announcement", "title": "v2026.1.3", "summary": "Previous release", "file": "releases/v2026.1.3-announcement.md", "parent": "releases" }, { "id": "releases/v2024.12.5-announcement", "title": "v2024.12.5", "summary": "Previous release", "file": "releases/v2024.12.5-announcement.md", "parent": "releases" }, { "id": "releases/v2024.12.4-announcement", "title": "v2024.12.4", "summary": "Previous release", "file": "releases/v2024.12.4-announcement.md", "parent": "releases" }, { "id": "releases/v2024.12.3-announcement", "title": "v2024.12.3", "summary": "Previous release", "file": "releases/v2024.12.3-announcement.md", "parent": "releases" }, { "id": "releases/v2024.12.2-announcement", "title": "v2024.12.2", "summary": "Previous release", "file": "releases/v2024.12.2-announcement.md", "parent": "releases" }, { "id": "releases/v2024.12.1-announcement", "title": "v2024.12.1", "summary": "Previous release", "file": "releases/v2024.12.1-announcement.md", "parent": "releases" }, { "id": "releases/v0.9.1-announcement", "title": "v0.9.1", "summary": "Initial release", "file": "releases/v0.9.1-announcement.md", "parent": "releases" }, { "id": "legal", "title": "Legal", "summary": "Privacy and terms" }, { "id": "privacy", "title": "Privacy Policy", "summary": "Zero data collection policy", "file": "privacy.md", "parent": "legal" }, { "id": "terms", "title": "Terms of Use", "summary": "Usage terms and license", "file": "terms.md", "parent": "legal" }, { "title": "GitHub", "url": "https://github.com/jmagly/aiwg" }, { "title": "Discord", "url": "https://discord.gg/BuAusFMxdA" }, { "title": "npm", "url": "https://www.npmjs.com/package/aiwg" }, { "id": "frameworks/forensics-complete", "title": "Forensics Complete", "summary": "Digital forensics methodology and tool reference", "collapsed": true, "parent": "frameworks" }, { "id": "frameworks/forensics-complete/ai-assisted-forensics", "title": "AI-Assisted Forensics", "summary": "This guide describes how AI assistants integrate into the forensics-complete framework, what tasks t", "file": "frameworks/forensics-complete/ai-assisted-forensics.md", "parent": "frameworks/forensics-complete" }, { "id": "frameworks/forensics-complete/attack-mapping", "title": "Attack Mapping", "summary": "This guide maps MITRE ATT&CK techniques to the forensic artifacts that reveal them and the commands ", "file": "frameworks/forensics-complete/attack-mapping.md", "parent": "frameworks/forensics-complete" }, { "id": "frameworks/forensics-complete/methodology", "title": "Methodology", "summary": "This framework aligns with two complementary standards: NIST SP 800-86 for the technical forensic pr", "file": "frameworks/forensics-complete/methodology.md", "parent": "frameworks/forensics-complete" }, { "id": "frameworks/forensics-complete/research-guide", "title": "Research Guide", "summary": "The research phase occurs before any active investigation or intrusive action against a target syste", "file": "frameworks/forensics-complete/research-guide.md", "parent": "frameworks/forensics-complete" }, { "id": "frameworks/forensics-complete/tool-reference", "title": "Tool Reference", "summary": "Reference inventory for tools used across the forensics-complete framework. Each entry includes purp", "file": "frameworks/forensics-complete/tool-reference.md", "parent": "frameworks/forensics-complete" }, { "id": "frameworks/media-curator", "title": "Media Curator", "summary": "Media archive management guides", "collapsed": true, "parent": "frameworks" }, { "id": "frameworks/media-curator/overview", "title": "Overview", "summary": "The Media Curator framework enables AI agents to build, curate, and maintain comprehensive media col", "file": "frameworks/media-curator/overview.md", "parent": "frameworks/media-curator" }, { "id": "frameworks/media-curator/standards-reference", "title": "Standards Reference", "summary": "Standards used by the Media Curator framework for metadata, integrity, provenance, and interoperabil", "file": "frameworks/media-curator/standards-reference.md", "parent": "frameworks/media-curator" }, { "id": "frameworks/media-curator/user-guide", "title": "User Guide", "summary": "Install required tools:", "file": "frameworks/media-curator/user-guide.md", "parent": "frameworks/media-curator" }, { "id": "frameworks/sdlc-complete", "title": "SDLC Complete", "summary": "Full lifecycle framework — internal docs and deep guides", "collapsed": true, "parent": "frameworks" }, { "id": "frameworks/sdlc-complete/agent-design", "title": "Agent Design", "summary": "The definitive guide for designing reliable, production-grade AI agents in the AIWG framework.", "file": "frameworks/sdlc-complete/agent-design.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/agent-permission-rationale", "title": "Agent Permission Rationale", "summary": "Version: 1.0.0", "file": "frameworks/sdlc-complete/agent-permission-rationale.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/agent-permission-tiers", "title": "Agent Permission Tiers", "summary": "Version: 1.0.0", "file": "frameworks/sdlc-complete/agent-permission-tiers.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/flow-cleanup-checklist", "title": "Flow Cleanup Checklist", "summary": "Purpose: Track which flow commands have been updated with workspace cleanup pattern.", "file": "frameworks/sdlc-complete/flow-cleanup-checklist.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/multi-agent-documentation-pattern", "title": "Multi-Agent Documentation Pattern", "summary": "The Multi-Agent Documentation Pattern ensures SDLC artifacts receive comprehensive, multi-perspectiv", "file": "frameworks/sdlc-complete/multi-agent-documentation-pattern.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/orchestrator-architecture", "title": "Orchestrator Architecture", "summary": "Purpose: Define how the core Claude Code platform orchestrates multi-agent workflows using flow comm", "file": "frameworks/sdlc-complete/orchestrator-architecture.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/production-grade-guide", "title": "Production Grade Guide", "summary": "This guide documents the production-grade improvements to AIWG based on academic research analysis.", "file": "frameworks/sdlc-complete/production-grade-guide.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/simple-language-translations", "title": "Natural Language Reference", "summary": "Purpose: Map natural language user requests to SDLC flow orchestration templates.", "file": "frameworks/sdlc-complete/simple-language-translations.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/token-security", "title": "Token Security", "summary": "Version: 1.0.0", "file": "frameworks/sdlc-complete/token-security.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/vendor-detection", "title": "Vendor Detection", "summary": "This document describes how AIWG regenerate commands detect which AI coding assistant is active, ena", "file": "frameworks/sdlc-complete/vendor-detection.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/workspace-cleanup-pattern", "title": "Workspace Cleanup Pattern", "summary": "Purpose: Standard pattern for cleaning up .aiwg/working/ directory after flow orchestration complete", "file": "frameworks/sdlc-complete/workspace-cleanup-pattern.md", "parent": "frameworks/sdlc-complete" }, { "id": "addons/agent-persistence", "title": "Agent Persistence", "summary": "Cross-session agent state and HITL integration", "collapsed": true, "parent": "addons" }, { "id": "addons/agent-persistence/hitl-integration", "title": "HITL Integration", "summary": "This document explains how Human-in-the-Loop (HITL) gates integrate with the Agent Persistence frame", "file": "addons/agent-persistence/hitl-integration.md", "parent": "addons/agent-persistence" }, { "id": "addons/ralph", "title": "Ralph Addon", "summary": "Iterative loop execution — quickstart, best practices, troubleshooting", "collapsed": true, "parent": "addons" }, { "id": "addons/ralph/agent-persistence-integration", "title": "Agent Persistence Integration", "summary": "Version: 1.0.0", "file": "addons/ralph/agent-persistence-integration.md", "parent": "addons/ralph" }, { "id": "addons/ralph/best-practices", "title": "Best Practices", "summary": "Master iterative AI task execution with these guidelines.", "file": "addons/ralph/best-practices.md", "parent": "addons/ralph" }, { "id": "addons/ralph/cross-loop-learning", "title": "Cross-Loop Learning", "summary": "Pattern sharing and knowledge transfer across multiple agent loops.", "file": "addons/ralph/cross-loop-learning.md", "parent": "addons/ralph" }, { "id": "addons/ralph/quickstart", "title": "Quick Start", "summary": "Get started with iterative AI task execution in 5 minutes.", "file": "addons/ralph/quickstart.md", "parent": "addons/ralph" }, { "id": "addons/ralph/troubleshooting", "title": "Troubleshooting", "summary": "Solutions for common Ralph issues.", "file": "addons/ralph/troubleshooting.md", "parent": "addons/ralph" }, { "id": "addons/ralph/when-to-use-ralph", "title": "When to Use Ralph", "summary": "Understanding Ralph's sweet spot and avoiding the token-burning trap.", "file": "addons/ralph/when-to-use-ralph.md", "parent": "addons/ralph" }, { "id": "addons/rlm", "title": "RLM Addon", "summary": "Recursive Language Model — deployment, multi-provider, integration guides", "collapsed": true, "parent": "addons" }, { "id": "addons/rlm/deployment-guide", "title": "Deployment Guide", "summary": "Version: 1.0.0", "file": "addons/rlm/deployment-guide.md", "parent": "addons/rlm" }, { "id": "addons/rlm/messaging-events", "title": "Messaging Events", "summary": "Documentation for how the RLM (Recursive Language Models) addon reports progress via AIWG's messagin", "file": "addons/rlm/messaging-events.md", "parent": "addons/rlm" }, { "id": "addons/rlm/multi-provider-guide", "title": "Multi-Provider Guide", "summary": "Version: 1.0.0", "file": "addons/rlm/multi-provider-guide.md", "parent": "addons/rlm" }, { "id": "addons/rlm/ralph-integration", "title": "Ralph Integration", "summary": "Version: 1.0.0", "file": "addons/rlm/ralph-integration.md", "parent": "addons/rlm" }, { "id": "addons/rlm/supervisor-integration", "title": "Supervisor Integration", "summary": "The RLM (Recursive Language Models) addon integrates with AIWG's Agent Supervisor to enable recursiv", "file": "addons/rlm/supervisor-integration.md", "parent": "addons/rlm" }, { "id": "addons/rlm/taskstore-persistence", "title": "TaskStore Persistence", "summary": "Version: 1.0.0", "file": "addons/rlm/taskstore-persistence.md", "parent": "addons/rlm" }, { "id": "tools/ralph-external", "title": "External Ralph", "summary": "Crash-resilient external loop — snapshot manager and provider API", "collapsed": true, "parent": "tools" }, { "id": "tools/ralph-external/snapshot-manager-api", "title": "Snapshot Manager Api", "summary": "Complete API documentation for the Snapshot Manager module.", "file": "tools/ralph-external/snapshot-manager-api.md", "parent": "tools/ralph-external" }, { "id": "tools/ralph-external/snapshot-manager-usage", "title": "Snapshot Manager Usage", "summary": "The Snapshot Manager captures comprehensive state before and after long-running Claude sessions, ena", "file": "tools/ralph-external/snapshot-manager-usage.md", "parent": "tools/ralph-external" }, { "id": "frameworks/media-marketing-kit", "title": "Media Marketing Kit", "summary": "Multi-channel campaign management and content operations", "collapsed": true, "parent": "frameworks" }, { "id": "frameworks/media-marketing-kit/overview", "title": "Overview", "summary": "The Media/Marketing Kit (MMK) is a complete campaign management framework for AI-assisted marketing ", "file": "frameworks/media-marketing-kit/overview.md", "parent": "frameworks/media-marketing-kit" }, { "id": "frameworks/media-marketing-kit/quickstart", "title": "Quick Start", "summary": "Deploy the MMK framework and run your first campaign workflow in about 15 minutes.", "file": "frameworks/media-marketing-kit/quickstart.md", "parent": "frameworks/media-marketing-kit" }, { "id": "frameworks/ops-complete", "title": "Ops Complete", "summary": "Operational infrastructure framework — YAML-native with sys, it, dev, stream extensions", "collapsed": true, "parent": "frameworks" }, { "id": "frameworks/ops-complete/extensions-guide", "title": "Extensions Guide", "summary": "The four ops-complete extensions add domain-specific agents, templates, rules, and skills on top of ", "file": "frameworks/ops-complete/extensions-guide.md", "parent": "frameworks/ops-complete" }, { "id": "frameworks/ops-complete/overview", "title": "Overview", "summary": "ops-complete is the operational infrastructure layer for AIWG — a framework for AI agents working in", "file": "frameworks/ops-complete/overview.md", "parent": "frameworks/ops-complete" }, { "id": "frameworks/ops-complete/quickstart", "title": "Quick Start", "summary": "Deploy the ops-complete framework and write your first validated runbook in about 10 minutes.", "file": "frameworks/ops-complete/quickstart.md", "parent": "frameworks/ops-complete" }, { "id": "frameworks/research-complete", "title": "Research Complete", "summary": "Academic research workflow with GRADE methodology and FAIR compliance", "collapsed": true, "parent": "frameworks" }, { "id": "frameworks/research-complete/overview", "title": "Overview", "summary": "The Research Framework automates academic research management across an 8-stage workflow: discover p", "file": "frameworks/research-complete/overview.md", "parent": "frameworks/research-complete" }, { "id": "frameworks/research-complete/quickstart", "title": "Quick Start", "summary": "Run a literature search and produce AI-grounded paper summaries in about 20 minutes.", "file": "frameworks/research-complete/quickstart.md", "parent": "frameworks/research-complete" }, { "id": "addons/aiwg-dev", "title": "AIWG Dev", "summary": "Developer toolkit — validate-component, dev-doctor, link-check, devkit scaffolding", "collapsed": true, "parent": "addons" }, { "id": "addons/aiwg-dev/overview", "title": "Overview", "summary": "aiwg-dev is the developer toolkit for contributors building AIWG itself — adding new addons, framewo", "file": "addons/aiwg-dev/overview.md", "parent": "addons/aiwg-dev" }, { "id": "addons/aiwg-dev/quickstart", "title": "Quick Start", "summary": "Install the developer toolkit and validate your first component in 5 minutes.", "file": "addons/aiwg-dev/quickstart.md", "parent": "addons/aiwg-dev" }, { "id": "addons/aiwg-utils", "title": "AIWG Utils", "summary": "Core utility rules — subagent scoping, context budget, instruction comprehension", "collapsed": true, "parent": "addons" }, { "id": "addons/aiwg-utils/overview", "title": "Overview", "summary": "aiwg-utils is the core utility addon bundled with every AIWG installation. It provides seven enforce", "file": "addons/aiwg-utils/overview.md", "parent": "addons/aiwg-utils" }, { "id": "addons/aiwg-utils/rules-reference", "title": "Rules Reference", "summary": "Seven enforcement rules deployed with every AIWG installation. These rules apply automatically based", "file": "addons/aiwg-utils/rules-reference.md", "parent": "addons/aiwg-utils" }, { "id": "addons/auto-memory", "title": "Auto Memory", "summary": "Automatic memory management — seed templates, memory evolution, cross-session persistence", "collapsed": true, "parent": "addons" }, { "id": "addons/auto-memory/overview", "title": "Overview", "summary": "The auto-memory addon provides seed templates for Claude Code's Automatic Memory feature. It bootstr", "file": "addons/auto-memory/overview.md", "parent": "addons/auto-memory" }, { "id": "addons/daemon", "title": "Daemon Addon", "summary": "Persistent background agent — web UI, YAML profiles, scheduled tasks, Telegram", "collapsed": true, "parent": "addons" }, { "id": "addons/daemon/configuration-reference", "title": "Configuration Reference", "summary": "All daemon configuration lives in .aiwg/daemon.json. This file is created by aiwg daemon-init with d", "file": "addons/daemon/configuration-reference.md", "parent": "addons/daemon" }, { "id": "addons/daemon/daemon-addon-guide", "title": "Daemon Addon Guide", "summary": "The daemon addon packages persistent-session capabilities into a single deployable unit. It provides", "file": "addons/daemon/daemon-addon-guide.md", "parent": "addons/daemon" }, { "id": "addons/daemon/quickstart", "title": "Quick Start", "summary": "Start the AIWG daemon, enable the Concierge front-end, and access the operator web UI.", "file": "addons/daemon/quickstart.md", "parent": "addons/daemon" }, { "id": "addons/guided-implementation", "title": "Guided Implementation", "summary": "Controlled iteration loop with escalation on repeated failure", "collapsed": true, "parent": "addons" }, { "id": "addons/guided-implementation/overview", "title": "Overview", "summary": "The guided-implementation addon provides bounded iteration control for autonomous issue-to-code work", "file": "addons/guided-implementation/overview.md", "parent": "addons/guided-implementation" }, { "id": "addons/prose-integration", "title": "Prose Integration", "summary": "OpenProse contract-driven execution — five skills, obligation semantics", "collapsed": true, "parent": "addons" }, { "id": "addons/prose-integration/overview", "title": "Overview", "summary": "The prose-integration addon provides AIWG tools for working with OpenProse programs — Markdown files", "file": "addons/prose-integration/overview.md", "parent": "addons/prose-integration" }, { "id": "addons/ralph/examples", "title": "Examples", "summary": "", "collapsed": true, "parent": "addons/ralph" }, { "id": "addons/ralph/examples/coverage", "title": "Coverage Example", "summary": "Iteratively add tests until coverage threshold is met.", "file": "addons/ralph/examples/coverage.md", "parent": "addons/ralph/examples" }, { "id": "addons/ralph/examples/migration", "title": "Migration Example", "summary": "Migrate code between formats/versions iteratively.", "file": "addons/ralph/examples/migration.md", "parent": "addons/ralph/examples" }, { "id": "addons/ralph/examples/test-fix-loop", "title": "Test-Fix Loop Example", "summary": "Fix failing tests iteratively until all pass.", "file": "addons/ralph/examples/test-fix-loop.md", "parent": "addons/ralph/examples" }, { "id": "addons/ralph/executable-feedback-guide", "title": "Executable Feedback Guide", "summary": "Practical guide for implementing the execute-before-return pattern in code-generating agents. Based ", "file": "addons/ralph/executable-feedback-guide.md", "parent": "addons/ralph" }, { "id": "addons/ralph/reflection-memory-guide", "title": "Reflection & Memory Guide", "summary": "Comprehensive guide to Ralph's episodic memory system based on the Reflexion framework.", "file": "addons/ralph/reflection-memory-guide.md", "parent": "addons/ralph" }, { "id": "addons/testing-quality", "title": "Testing Quality", "summary": "TDD enforcement, mutation testing, flaky test detection", "collapsed": true, "parent": "addons" }, { "id": "addons/testing-quality/overview", "title": "Overview", "summary": "The testing-quality addon provides skills for enforcing test-driven development, validating test qua", "file": "addons/testing-quality/overview.md", "parent": "addons/testing-quality" }, { "id": "addons/testing-quality/quickstart", "title": "Quick Start", "summary": "Set up TDD enforcement and validate test quality in your project.", "file": "addons/testing-quality/quickstart.md", "parent": "addons/testing-quality" }, { "id": "addons/voice-framework", "title": "Voice Framework", "summary": "Voice profile documentation — four built-in voices, custom profiles, blending", "collapsed": true, "parent": "addons" }, { "id": "addons/voice-framework/overview", "title": "Overview", "summary": "The voice framework addon provides a profile-based approach to writing consistency. Instead of maint", "file": "addons/voice-framework/overview.md", "parent": "addons/voice-framework" }, { "id": "addons/voice-framework/quickstart", "title": "Quick Start", "summary": "Apply your first voice profile to content in about 2 minutes.", "file": "addons/voice-framework/quickstart.md", "parent": "addons/voice-framework" }, { "id": "cockpit", "title": "Cockpit", "summary": "Local operator console for agentic sessions" }, { "id": "cockpit/README", "title": "Cockpit Overview", "summary": "What Cockpit is, the operating model, and the section map", "file": "cockpit/README.md", "parent": "cockpit" }, { "id": "cockpit/installation", "title": "Installation & Launch", "summary": "Install paths, shells, version pinning, troubleshooting", "file": "cockpit/installation.md", "parent": "cockpit" }, { "id": "cockpit/architecture", "title": "Architecture", "summary": "Shells, Bridge, executor — control vs data plane, ports, components", "file": "cockpit/architecture.md", "parent": "cockpit" }, { "id": "cockpit/surfaces", "title": "Surfaces", "summary": "All eleven tabs and the launch/start modals", "file": "cockpit/surfaces.md", "parent": "cockpit" }, { "id": "cockpit/sessions", "title": "Sessions", "summary": "Observe-first attach, take control, replay, persistent terminals", "file": "cockpit/sessions.md", "parent": "cockpit" }, { "id": "cockpit/bridge-api", "title": "Bridge API", "summary": "Endpoint reference, request gating, environment variables, audit events", "file": "cockpit/bridge-api.md", "parent": "cockpit" }, { "id": "cockpit/trust-and-security", "title": "Trust & Security", "summary": "Token custody, posture badges, audit log, library boundary", "file": "cockpit/trust-and-security.md", "parent": "cockpit" }, { "id": "cockpit/recovery", "title": "Recovery", "summary": "Stale-agent reconnect for Docker and VM runtimes, destroy semantics", "file": "cockpit/recovery.md", "parent": "cockpit" }, { "id": "cockpit/development", "title": "Development & Testing", "summary": "One-command bring-up, mock boundary, verification tiers", "file": "cockpit/development.md", "parent": "cockpit" }, { "id": "cockpit/releases", "title": "Releases", "summary": "Channels, publish leg, pre-tag gates for @aiwg/cockpit", "file": "cockpit/releases.md", "parent": "cockpit" }, { "id": "serve-guide", "title": "Serve Guide", "summary": "Run AIWG as a long-lived daemon", "file": "serve-guide.md" }, { "id": "concierge-guide", "title": "Concierge Guide", "summary": "Concierge agent interface", "file": "concierge-guide.md" }, { "id": "customization", "title": "Customization", "summary": "Project-local extensions, addons, and frameworks" }, { "id": "customization/README", "title": "Customization Overview", "summary": "Pick a customization path", "file": "customization/README.md", "parent": "customization" }, { "id": "customization/project-local-quickstart", "title": "Project-Local Quickstart", "summary": "5-minute first bundle", "file": "customization/project-local-quickstart.md", "parent": "customization" }, { "id": "customization/project-local-lifecycle", "title": "Project-Local Lifecycle", "summary": "Bundle lifecycle and graduation", "file": "customization/project-local-lifecycle.md", "parent": "customization" }, { "id": "customization/project-local-troubleshooting", "title": "Project-Local Troubleshooting", "summary": "Diagnose project-local bundle issues", "file": "customization/project-local-troubleshooting.md", "parent": "customization" }, { "id": "customization/from-fork-to-project-local", "title": "From Fork to Project-Local", "summary": "Migrate fork-based customization", "file": "customization/from-fork-to-project-local.md", "parent": "customization" }, { "id": "customization/extensions-vs-addons-vs-frameworks-vs-plugins", "title": "Extensions vs Addons vs Frameworks vs Plugins", "summary": "Choose the right bundle type", "file": "customization/extensions-vs-addons-vs-frameworks-vs-plugins.md", "parent": "customization" }, { "id": "storage", "title": "Storage", "summary": "Storage subsystems and backends" }, { "id": "storage/README", "title": "Storage Overview", "summary": "AIWG storage subsystem", "file": "storage/README.md", "parent": "storage" }, { "id": "storage/overview", "title": "Storage Architecture", "summary": "How AIWG storage is organized", "file": "storage/overview.md", "parent": "storage" }, { "id": "storage/migration", "title": "Storage Migration", "summary": "Migrate between storage backends", "file": "storage/migration.md", "parent": "storage" }, { "id": "storage/security", "title": "Storage Security", "summary": "Access control and threat model", "file": "storage/security.md", "parent": "storage" }, { "id": "providers", "title": "Providers", "summary": "AI coding platforms supported by AIWG" }, { "id": "providers/capability-matrix", "title": "Capability Matrix", "summary": "Cross-provider feature comparison", "file": "providers/capability-matrix.md", "parent": "providers" }, { "id": "project-local/overview", "title": "Project-Local Overview", "summary": "Per-project bundles", "file": "project-local/overview.md", "parent": "customization" }, { "id": "mcp/profiles", "title": "MCP Profiles", "summary": "Reusable MCP server profiles", "file": "mcp/profiles.md", "parent": "mcp" }, { "id": "mcp/codex-profiles", "title": "Codex MCP Profiles", "summary": "Codex-specific MCP profiles", "file": "mcp/codex-profiles.md", "parent": "mcp" }, { "id": "configuration/setup-manifest", "title": "Setup Manifest", "summary": "setup.aiwg.io/v1 manifest reference", "file": "configuration/setup-manifest.md", "parent": "configuration" }, { "id": "getting-started/README", "title": "Getting Started Index", "summary": "Index of getting-started guides", "file": "getting-started/README.md", "parent": "getting-started" }, { "id": "mcp", "title": "MCP", "summary": "Model Context Protocol servers and profiles" }, { "id": "configuration", "title": "Configuration", "summary": "AIWG configuration files and settings" }, { "id": "frameworks/forensics-complete/agent-examples", "title": "Agent Examples", "summary": "Discoverable home for the few-shot worked examples that used to live inline in", "file": "frameworks/forensics-complete/agent-examples.md", "parent": "frameworks/forensics-complete" }, { "id": "frameworks/forensics-complete/agent-examples/container-analyst-examples", "title": "Container Analyst Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/forensics-complete/agent-examples/container-analyst-examples.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/container-analyst-playbook", "title": "Container Analyst Playbook", "summary": "Externalized detailed command sequences from the agent definition per the few-shot-examples rule (#1", "file": "frameworks/forensics-complete/agent-examples/container-analyst-playbook.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/log-analyst-examples", "title": "Log Analyst Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/forensics-complete/agent-examples/log-analyst-examples.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/network-analyst-examples", "title": "Network Analyst Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/forensics-complete/agent-examples/network-analyst-examples.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/network-analyst-playbook", "title": "Network Analyst Playbook", "summary": "Externalized detailed command sequences from the agent definition per the few-shot-examples rule (#1", "file": "frameworks/forensics-complete/agent-examples/network-analyst-playbook.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/persistence-hunter-examples", "title": "Persistence Hunter Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/forensics-complete/agent-examples/persistence-hunter-examples.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/persistence-hunter-playbook", "title": "Persistence Hunter Playbook", "summary": "Externalized detailed command sequences from the agent definition per the few-shot-examples rule (#1", "file": "frameworks/forensics-complete/agent-examples/persistence-hunter-playbook.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/triage-agent-examples", "title": "Triage Agent Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/forensics-complete/agent-examples/triage-agent-examples.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/forensics-complete/agent-examples/triage-agent-playbook", "title": "Triage Agent Playbook", "summary": "Externalized detailed command sequences from the agent definition per the few-shot-examples rule (#1", "file": "frameworks/forensics-complete/agent-examples/triage-agent-playbook.md", "parent": "frameworks/forensics-complete/agent-examples" }, { "id": "frameworks/knowledge-base", "title": "Knowledge Base", "summary": "", "collapsed": true, "parent": "frameworks" }, { "id": "frameworks/knowledge-base/overview", "title": "Overview", "summary": "AIWG's existing frameworks — research-complete, media-curator, sdlc-complete — are purpose-built for", "file": "frameworks/knowledge-base/overview.md", "parent": "frameworks/knowledge-base" }, { "id": "frameworks/media-curator/agent-examples", "title": "Agent Examples", "summary": "Discoverable home for the few-shot worked examples that used to live inline in", "file": "frameworks/media-curator/agent-examples.md", "parent": "frameworks/media-curator" }, { "id": "frameworks/media-curator/agent-examples/acquisition-manager-examples", "title": "Acquisition Manager Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/media-curator/agent-examples/acquisition-manager-examples.md", "parent": "frameworks/media-curator/agent-examples" }, { "id": "frameworks/media-marketing-kit/agent-examples", "title": "Agent Examples", "summary": "Discoverable home for the few-shot worked examples that used to live inline in", "file": "frameworks/media-marketing-kit/agent-examples.md", "parent": "frameworks/media-marketing-kit" }, { "id": "frameworks/media-marketing-kit/agent-examples/accessibility-checker-examples", "title": "Accessibility Checker Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/media-marketing-kit/agent-examples/accessibility-checker-examples.md", "parent": "frameworks/media-marketing-kit/agent-examples" }, { "id": "frameworks/media-marketing-kit/agent-examples/campaign-orchestrator-examples", "title": "Campaign Orchestrator Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/media-marketing-kit/agent-examples/campaign-orchestrator-examples.md", "parent": "frameworks/media-marketing-kit/agent-examples" }, { "id": "frameworks/media-marketing-kit/agent-examples/legal-reviewer-examples", "title": "Legal Reviewer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/media-marketing-kit/agent-examples/legal-reviewer-examples.md", "parent": "frameworks/media-marketing-kit/agent-examples" }, { "id": "frameworks/media-marketing-kit/agent-examples/marketing-project-manager-examples", "title": "Marketing Project Manager Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/media-marketing-kit/agent-examples/marketing-project-manager-examples.md", "parent": "frameworks/media-marketing-kit/agent-examples" }, { "id": "frameworks/media-marketing-kit/agent-examples/reporting-specialist-examples", "title": "Reporting Specialist Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/media-marketing-kit/agent-examples/reporting-specialist-examples.md", "parent": "frameworks/media-marketing-kit/agent-examples" }, { "id": "frameworks/media-marketing-kit/agent-examples/workflow-coordinator-examples", "title": "Workflow Coordinator Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/media-marketing-kit/agent-examples/workflow-coordinator-examples.md", "parent": "frameworks/media-marketing-kit/agent-examples" }, { "id": "frameworks/research-complete/agent-examples", "title": "Agent Examples", "summary": "Discoverable home for the few-shot worked examples that used to live inline in", "file": "frameworks/research-complete/agent-examples.md", "parent": "frameworks/research-complete" }, { "id": "frameworks/research-complete/agent-examples/citation-agent-examples", "title": "Citation Agent Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/research-complete/agent-examples/citation-agent-examples.md", "parent": "frameworks/research-complete/agent-examples" }, { "id": "frameworks/research-complete/agent-examples/discovery-agent-examples", "title": "Discovery Agent Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/research-complete/agent-examples/discovery-agent-examples.md", "parent": "frameworks/research-complete/agent-examples" }, { "id": "frameworks/research-complete/agent-examples/documentation-agent-examples", "title": "Documentation Agent Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/research-complete/agent-examples/documentation-agent-examples.md", "parent": "frameworks/research-complete/agent-examples" }, { "id": "frameworks/research-complete/agent-examples/quality-agent-examples", "title": "Quality Agent Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/research-complete/agent-examples/quality-agent-examples.md", "parent": "frameworks/research-complete/agent-examples" }, { "id": "frameworks/research-complete/agent-examples/research-acquisition-agent-examples", "title": "Research Acquisition Agent Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/research-complete/agent-examples/research-acquisition-agent-examples.md", "parent": "frameworks/research-complete/agent-examples" }, { "id": "frameworks/research-complete/corpus-data-model", "title": "Corpus Data Model", "summary": "Authoritative reference for the research-corpus artifacts the research-complete", "file": "frameworks/research-complete/corpus-data-model.md", "parent": "frameworks/research-complete" }, { "id": "frameworks/research-complete/source-tracking", "title": "Source Tracking", "summary": "Purpose: record where each source was discovered (which account / surface), so high-yield curators a", "file": "frameworks/research-complete/source-tracking.md", "parent": "frameworks/research-complete" }, { "id": "frameworks/sdlc-complete/agent-examples", "title": "Agent Examples", "summary": "Discoverable home for the few-shot worked examples that used to live inline in", "file": "frameworks/sdlc-complete/agent-examples.md", "parent": "frameworks/sdlc-complete" }, { "id": "frameworks/sdlc-complete/agent-examples/api-designer-examples", "title": "Api Designer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/api-designer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/api-documenter-examples", "title": "Api Documenter Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/api-documenter-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/architecture-designer-examples", "title": "Architecture Designer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/architecture-designer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/architecture-designer-tot-protocol-examples", "title": "Architecture Designer Tot Protocol Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/architecture-designer-tot-protocol-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/architecture-documenter-examples", "title": "Architecture Documenter Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/architecture-documenter-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/aws-specialist-examples", "title": "Aws Specialist Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/aws-specialist-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/azure-specialist-examples", "title": "Azure Specialist Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/azure-specialist-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/blockchain-developer-examples", "title": "Blockchain Developer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/blockchain-developer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/code-reviewer-examples", "title": "Code Reviewer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/code-reviewer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/compliance-checker-examples", "title": "Compliance Checker Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/compliance-checker-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/cost-optimizer-examples", "title": "Cost Optimizer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/cost-optimizer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/data-engineer-examples", "title": "Data Engineer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/data-engineer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/django-expert-examples", "title": "Django Expert Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/django-expert-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/documentation-archivist-examples", "title": "Documentation Archivist Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/documentation-archivist-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/frontend-specialist-examples", "title": "Frontend Specialist Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/frontend-specialist-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/gcp-specialist-examples", "title": "Gcp Specialist Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/gcp-specialist-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/kubernetes-expert-examples", "title": "Kubernetes Expert Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/kubernetes-expert-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/laziness-detector-examples", "title": "Laziness Detector Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/laziness-detector-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/migration-planner-examples", "title": "Migration Planner Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/migration-planner-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/mobile-developer-examples", "title": "Mobile Developer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/mobile-developer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/multi-cloud-strategist-examples", "title": "Multi Cloud Strategist Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/multi-cloud-strategist-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/progress-tracker-examples", "title": "Progress Tracker Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/progress-tracker-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/prompt-reinforcement-examples", "title": "Prompt Reinforcement Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/prompt-reinforcement-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/react-expert-examples", "title": "React Expert Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/react-expert-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/recovery-orchestrator-examples", "title": "Recovery Orchestrator Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/recovery-orchestrator-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/regression-analyst-examples", "title": "Regression Analyst Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/regression-analyst-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/requirements-analyst-examples", "title": "Requirements Analyst Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/requirements-analyst-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/security-auditor-examples", "title": "Security Auditor Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/security-auditor-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/security-auditor-owasp-checklist", "title": "Security Auditor Owasp Checklist", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/security-auditor-owasp-checklist.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/spring-boot-expert-examples", "title": "Spring Boot Expert Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/spring-boot-expert-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/technical-debt-analyst-examples", "title": "Technical Debt Analyst Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/technical-debt-analyst-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/technical-writer-examples", "title": "Technical Writer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/technical-writer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/test-documenter-examples", "title": "Test Documenter Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/test-documenter-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "frameworks/sdlc-complete/agent-examples/test-engineer-examples", "title": "Test Engineer Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "frameworks/sdlc-complete/agent-examples/test-engineer-examples.md", "parent": "frameworks/sdlc-complete/agent-examples" }, { "id": "addons/agent-loop", "title": "Agent Loop", "summary": "", "collapsed": true, "parent": "addons" }, { "id": "addons/agent-loop/agent-persistence-integration", "title": "Agent Persistence Integration", "summary": "Version: 1.0.0", "file": "addons/agent-loop/agent-persistence-integration.md", "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/best-practices", "title": "Best Practices", "summary": "Master iterative AI task execution with these guidelines.", "file": "addons/agent-loop/best-practices.md", "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/cross-loop-learning", "title": "Cross-Loop Learning", "summary": "Pattern sharing and knowledge transfer across multiple agent loops.", "file": "addons/agent-loop/cross-loop-learning.md", "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/examples", "title": "Examples", "summary": "", "collapsed": true, "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/examples/coverage", "title": "Coverage Example", "summary": "Iteratively add tests until coverage threshold is met.", "file": "addons/agent-loop/examples/coverage.md", "parent": "addons/agent-loop/examples" }, { "id": "addons/agent-loop/examples/migration", "title": "Migration Example", "summary": "Migrate code between formats/versions iteratively.", "file": "addons/agent-loop/examples/migration.md", "parent": "addons/agent-loop/examples" }, { "id": "addons/agent-loop/examples/test-fix-loop", "title": "Test-Fix Loop Example", "summary": "Fix failing tests iteratively until all pass.", "file": "addons/agent-loop/examples/test-fix-loop.md", "parent": "addons/agent-loop/examples" }, { "id": "addons/agent-loop/executable-feedback-guide", "title": "Executable Feedback Guide", "summary": "Practical guide for implementing the execute-before-return pattern in code-generating agents. Based ", "file": "addons/agent-loop/executable-feedback-guide.md", "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/quickstart", "title": "Quick Start", "summary": "Get started with iterative AI task execution in 5 minutes.", "file": "addons/agent-loop/quickstart.md", "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/reflection-memory-guide", "title": "Reflection & Memory Guide", "summary": "Comprehensive guide to Al's episodic memory system based on the Reflexion framework.", "file": "addons/agent-loop/reflection-memory-guide.md", "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/troubleshooting", "title": "Troubleshooting", "summary": "Solutions for common Al issues.", "file": "addons/agent-loop/troubleshooting.md", "parent": "addons/agent-loop" }, { "id": "addons/agent-loop/when-to-use-ralph", "title": "When to Use Ralph", "summary": "Understanding Al's sweet spot and avoiding the token-burning trap.", "file": "addons/agent-loop/when-to-use-ralph.md", "parent": "addons/agent-loop" }, { "id": "addons/aiwg-fleet", "title": "Aiwg Fleet", "summary": "", "collapsed": true, "parent": "addons" }, { "id": "addons/aiwg-fleet/provider-activation", "title": "Provider Activation", "summary": "The aiwg-fleet addon ships stock quiet-mode behavior bundles for small-plan bot fleets.", "file": "addons/aiwg-fleet/provider-activation.md", "parent": "addons/aiwg-fleet" }, { "id": "addons/aiwg-utils/agent-examples", "title": "Agent Examples", "summary": "Discoverable home for the few-shot worked examples, report scaffolds, and on-demand", "file": "addons/aiwg-utils/agent-examples.md", "parent": "addons/aiwg-utils" }, { "id": "addons/aiwg-utils/agent-examples/aiwg-steward-examples", "title": "Aiwg Steward Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587).", "file": "addons/aiwg-utils/agent-examples/aiwg-steward-examples.md", "parent": "addons/aiwg-utils/agent-examples" }, { "id": "addons/aiwg-utils/agent-examples/aiwg-steward-routing-reference", "title": "Aiwg Steward Routing Reference", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587, #1600).", "file": "addons/aiwg-utils/agent-examples/aiwg-steward-routing-reference.md", "parent": "addons/aiwg-utils/agent-examples" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm", "title": "Security/Supply Chain/External Npm", "summary": "", "collapsed": true, "parent": "addons/aiwg-utils" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/_commands", "title": "_commands", "summary": "These commands avoid executing untrusted lifecycle scripts during inspection.", "file": "addons/aiwg-utils/security/supply-chain/external-npm/_commands.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/_template", "title": "_template", "summary": "Generated: ", "file": "addons/aiwg-utils/security/supply-chain/external-npm/_template.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/_upstream-issue-template", "title": "_upstream Issue Template", "summary": "Package: ", "file": "addons/aiwg-utils/security/supply-chain/external-npm/_upstream-issue-template.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/better-sqlite3", "title": "Better Sqlite3", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/better-sqlite3.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/chalk", "title": "Chalk", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/chalk.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/chokidar", "title": "Chokidar", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/chokidar.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/cli-table3", "title": "Cli Table3", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/cli-table3.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/commander", "title": "Commander", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/commander.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/glob", "title": "Glob", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/glob.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/graceful-fs", "title": "Graceful Fs", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/graceful-fs.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-operators", "title": "Graphology Operators", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-operators.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-shortest-path", "title": "Graphology Shortest Path", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-shortest-path.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-traversal", "title": "Graphology Traversal", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-traversal.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-types", "title": "Graphology Types", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/graphology-types.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/graphology", "title": "Graphology", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/graphology.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/hnswlib-node", "title": "Hnswlib Node", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/hnswlib-node.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/hono__node-server", "title": "Hono__node Server", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/hono__node-server.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/hono", "title": "Hono", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/hono.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/js-yaml", "title": "Js Yaml", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/js-yaml.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/listr2", "title": "Listr2", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/listr2.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/matric__eval-client", "title": "Matric__eval Client", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/matric__eval-client.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/modelcontextprotocol__sdk", "title": "Modelcontextprotocol__sdk", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/modelcontextprotocol__sdk.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/node-pty", "title": "Node Pty", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/node-pty.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/ora", "title": "Ora", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/ora.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/README", "title": "README", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/README.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/simple-statistics", "title": "Simple Statistics", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/simple-statistics.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/tsx", "title": "Tsx", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/tsx.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/types__js-yaml", "title": "Types__js Yaml", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/types__js-yaml.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/types__node", "title": "Types__node", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/types__node.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/types__semver", "title": "Types__semver", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/types__semver.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/typescript", "title": "Typescript", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/typescript.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/vitest__coverage-v8", "title": "Vitest__coverage V8", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/vitest__coverage-v8.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/vitest__ui", "title": "Vitest__ui", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/vitest__ui.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/vitest", "title": "Vitest", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/vitest.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/ws", "title": "Ws", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/ws.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/xenova__transformers", "title": "Xenova__transformers", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/xenova__transformers.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/xterm__headless", "title": "Xterm__headless", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/xterm__headless.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/yaml", "title": "Yaml", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/yaml.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/aiwg-utils/security/supply-chain/external-npm/zod", "title": "Zod", "summary": "Generated: 2026-05-23", "file": "addons/aiwg-utils/security/supply-chain/external-npm/zod.md", "parent": "addons/aiwg-utils/security/supply-chain/external-npm" }, { "id": "addons/llm-wiki", "title": "Llm Wiki", "summary": "", "collapsed": true, "parent": "addons" }, { "id": "addons/llm-wiki/getting-started", "title": "Getting Started", "summary": "aiwg use llm-wiki", "file": "addons/llm-wiki/getting-started.md", "parent": "addons/llm-wiki" }, { "id": "addons/llm-wiki/obsidian-integration", "title": "Obsidian Integration", "summary": "LLM Wiki uses [[wikilink]] cross-references natively, making the .aiwg/wiki/ directory directly brow", "file": "addons/llm-wiki/obsidian-integration.md", "parent": "addons/llm-wiki" }, { "id": "addons/nlp-prod", "title": "Nlp Prod", "summary": "", "collapsed": true, "parent": "addons" }, { "id": "addons/nlp-prod/eval-loop", "title": "Eval Loop", "summary": "The eval loop is nlp-prod's production quality gate. The most important property is strict isolation", "file": "addons/nlp-prod/eval-loop.md", "parent": "addons/nlp-prod" }, { "id": "addons/nlp-prod/patterns", "title": "Patterns", "summary": "Six canonical patterns for LLM inference pipelines. Start with the simplest one that meets your requ", "file": "addons/nlp-prod/patterns.md", "parent": "addons/nlp-prod" }, { "id": "addons/nlp-prod/productionization", "title": "Productionization", "summary": "The aiwg nlp productionize command reviews a pipeline for production readiness and generates a harde", "file": "addons/nlp-prod/productionization.md", "parent": "addons/nlp-prod" }, { "id": "addons/prose-integration/integration-guide", "title": "Integration Guide", "summary": "Practical guide for using OpenProse programs within AIWG workflows. For conceptual overview, see ove", "file": "addons/prose-integration/integration-guide.md", "parent": "addons/prose-integration" }, { "id": "addons/rlm/agent-examples", "title": "Agent Examples", "summary": "Discoverable home for the few-shot worked examples that used to live inline in", "file": "addons/rlm/agent-examples.md", "parent": "addons/rlm" }, { "id": "addons/rlm/agent-examples/rlm-agent-examples", "title": "Rlm Agent Examples", "summary": "Externalized from the agent definition per the few-shot-examples rule (#1587/#1600).", "file": "addons/rlm/agent-examples/rlm-agent-examples.md", "parent": "addons/rlm/agent-examples" }, { "id": "frameworks/media-curator/type-flexible-curation", "title": "Type Flexible Curation", "summary": "Media Curator treats audio, video, transcripts, image sets, documents, and mixed", "file": "frameworks/media-curator/type-flexible-curation.md", "parent": "frameworks/media-curator" } ] }