[
  {
    "num": 1,
    "name": "awesome-claude-code",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "The definitive curated list of the entire Claude Code ecosystem",
    "bullets": [
      "28.5k+ stars, the main index",
      "only Claude itself is allowed to submit PRs",
      "skills, hooks, commands, orchestrators, plugins"
    ],
    "url": "https://github.com/hesreallyhim/awesome-claude-code",
    "full_name": "hesreallyhim/awesome-claude-code",
    "metadata_error": "Command '['gh', 'api', 'repos/hesreallyhim/awesome-claude-code']' returned non-zero exit status 1.",
    "gh_description": "A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic",
    "stars": 41248,
    "forks": 3462,
    "language": "Python",
    "license": "NOASSERTION",
    "updated_at": "2026-04-26T19:53:14Z",
    "homepage": "",
    "topics": [
      "agent-skills",
      "agentic-code",
      "agentic-coding",
      "ai-workflow-optimization",
      "ai-workflows",
      "anthropic",
      "anthropic-claude",
      "awesome",
      "awesome-claude-code",
      "awesome-list",
      "awesome-lists",
      "awesome-resources",
      "claude",
      "claude-code",
      "coding-agent",
      "coding-agents",
      "coding-assistant",
      "coding-assistants",
      "llm"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Capability Packs",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "41,248",
    "priority": 65
  },
  {
    "num": 2,
    "name": "awesome-claude-skills (ComposioHQ)",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "50+ production-ready Claude skills for automation",
    "bullets": [
      "PostgreSQL, deep research, CSV, root-cause tracing",
      "cross-compatible with Claude Code, Codex, Cursor, Gemini CLI",
      "install via /skill add"
    ],
    "url": "https://github.com/ComposioHQ/awesome-claude-skills",
    "full_name": "ComposioHQ/awesome-claude-skills",
    "metadata_error": "Command '['gh', 'api', 'repos/ComposioHQ/awesome-claude-skills']' returned non-zero exit status 1.",
    "gh_description": "A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows",
    "stars": 56453,
    "forks": 6078,
    "language": "Python",
    "license": "",
    "updated_at": "2026-04-26T19:53:07Z",
    "homepage": "",
    "topics": [
      "agent-skills",
      "ai-agents",
      "antigravity",
      "automation",
      "claude",
      "claude-code",
      "codex",
      "composio",
      "cursor",
      "gemini-cli",
      "mcp",
      "rube",
      "saas",
      "skill",
      "workflow-automation"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Capability Packs",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "56,453",
    "priority": 80
  },
  {
    "num": 3,
    "name": "awesome-claude-plugins (ComposioHQ)",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "Curated plugin collection for Claude Code",
    "bullets": [
      "commands, agents, hooks and MCP servers",
      "includes connect-apps, frontend-design, artifacts-builder",
      "install via /plugin marketplace add"
    ],
    "url": "https://github.com/ComposioHQ/awesome-claude-plugins",
    "full_name": "ComposioHQ/awesome-claude-plugins",
    "metadata_error": "Command '['gh', 'api', 'repos/ComposioHQ/awesome-claude-plugins']' returned non-zero exit status 1.",
    "gh_description": "A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.",
    "stars": 1518,
    "forks": 345,
    "language": "JavaScript",
    "license": "",
    "updated_at": "2026-04-26T19:21:58Z",
    "homepage": "",
    "topics": [
      "anthropic",
      "claude-ai",
      "claude-code",
      "claude-code-plugin",
      "claude-code-plugin-marketplace",
      "claude-code-plugins",
      "claude-code-plugins-marketplace",
      "claude-cowork",
      "claude-desktop",
      "claude-plugins",
      "claude-skills",
      "plugins"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Specialist Labor",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "1,518",
    "priority": 65
  },
  {
    "num": 4,
    "name": "awesome-claude-prompts",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "4.2k+ star collection of optimized Claude prompts",
    "bullets": [
      "XML-structured prompt techniques",
      "business, creative, dev workflows",
      "copy-paste ready"
    ],
    "url": "https://github.com/langgptai/awesome-claude-prompts",
    "full_name": "langgptai/awesome-claude-prompts",
    "metadata_error": "Command '['gh', 'api', 'repos/langgptai/awesome-claude-prompts']' returned non-zero exit status 1.",
    "gh_description": "This repo includes Claude prompt curation to use Claude better.",
    "stars": 4948,
    "forks": 526,
    "language": "",
    "license": "",
    "updated_at": "2026-04-26T19:35:15Z",
    "homepage": "",
    "topics": [
      "anthropic",
      "anthropic-claude",
      "awesome-claude",
      "awesome-claude-prompts",
      "awesome-prompts",
      "chatgpt",
      "chatgpt-4",
      "chatgpt3",
      "claude",
      "claude-ai",
      "openai",
      "openai-chatgpt",
      "prompt",
      "prompt-learning",
      "prompt-toolkit",
      "prompts"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Discovery / Intel",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Bookmark, mine weekly, and extract only the best patterns into our own skills.",
    "star_label": "4,948",
    "priority": 55
  },
  {
    "num": 5,
    "name": "awesome-claude",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "All-around list of everything Anthropic Claude-related",
    "bullets": [
      "courses, guides, desktop apps, articles",
      "covers MCP, BMAD method, Claude Code tips",
      "good starting point for newcomers"
    ],
    "url": "https://github.com/alvinunreal/awesome-claude",
    "full_name": "alvinunreal/awesome-claude",
    "metadata_error": "Command '['gh', 'api', 'repos/alvinunreal/awesome-claude']' returned non-zero exit status 1.",
    "gh_description": "A curated list of awesome things related to Anthropic Claude",
    "stars": 1385,
    "forks": 241,
    "language": "TypeScript",
    "license": "CC0-1.0",
    "updated_at": "2026-04-26T19:21:57Z",
    "homepage": "https://awesomeclaude.ai",
    "topics": [
      "agentic-ai",
      "anthropic",
      "anthropic-claude",
      "awesome",
      "awesome-ai",
      "awesome-ai-directory",
      "awesome-ai-tools",
      "awesome-list",
      "awesome-lists",
      "awesome-resources",
      "claude",
      "claude-ai",
      "claude-code",
      "coding-agents"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Foundation / Trust",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "1,385",
    "priority": 90
  },
  {
    "num": 6,
    "name": "awesome-agent-skills (VoltAgent)",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "1000+ agent skills from real engineering teams",
    "bullets": [
      "not AI-generated slop, battle-tested",
      "works with Claude Code, Codex, Gemini CLI, Cursor",
      "Notion, WhatsApp, NotebookLM, memory included"
    ],
    "url": "https://github.com/VoltAgent/awesome-agent-skills",
    "full_name": "VoltAgent/awesome-agent-skills",
    "metadata_error": "Command '['gh', 'api', 'repos/VoltAgent/awesome-agent-skills']' returned non-zero exit status 1.",
    "gh_description": "A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.",
    "stars": 18942,
    "forks": 2020,
    "language": "",
    "license": "MIT",
    "updated_at": "2026-04-26T19:22:13Z",
    "homepage": "https://officialskills.sh/",
    "topics": [
      "agent-skills",
      "ai-agents",
      "antigravity-skills",
      "awesome",
      "awesome-list",
      "awesome-lists",
      "claude-code",
      "claude-code-skills",
      "claude-skills",
      "codex-skills",
      "cursor-skills",
      "gemini-skills",
      "opencode-skills",
      "skills"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Capability Packs",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "18,942",
    "priority": 90
  },
  {
    "num": 7,
    "name": "awesome-claude-code-subagents (VoltAgent)",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "Hand-picked subagents for every stack and task",
    "bullets": [
      "domain-specific expertise bundles",
      "production-ready components",
      "integrates with most coding agents"
    ],
    "url": "https://github.com/VoltAgent/awesome-claude-code-subagents",
    "full_name": "VoltAgent/awesome-claude-code-subagents",
    "metadata_error": "Command '['gh', 'api', 'repos/VoltAgent/awesome-claude-code-subagents']' returned non-zero exit status 1.",
    "gh_description": "A collection of 100+ specialized Claude Code subagents covering a wide range of development use cases",
    "stars": 18449,
    "forks": 2116,
    "language": "Shell",
    "license": "MIT",
    "updated_at": "2026-04-26T19:54:54Z",
    "homepage": "https://github.com/VoltAgent/voltagent",
    "topics": [
      "ai-agent-framework",
      "ai-agent-tools",
      "ai-agents",
      "awesome",
      "awesome-list",
      "claude",
      "claude-ai",
      "claude-code-subagents",
      "claude-subagents",
      "subagents"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Specialist Labor",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "18,449",
    "priority": 80
  },
  {
    "num": 8,
    "name": "awesome-claude-code-plugins (ccplugins)",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "Focused list of Claude Code plugins only",
    "bullets": [
      "slash commands, subagents, MCP servers, hooks",
      "install commands included for each",
      "enables hosting your own marketplace"
    ],
    "url": "https://github.com/ccplugins/awesome-claude-code-plugins",
    "full_name": "ccplugins/awesome-claude-code-plugins",
    "metadata_error": "Command '['gh', 'api', 'repos/ccplugins/awesome-claude-code-plugins']' returned non-zero exit status 1.",
    "gh_description": "Awesome Claude Code plugins \u2014 a curated list of slash commands, subagents, MCP servers, and hooks for Claude Code",
    "stars": 721,
    "forks": 237,
    "language": "Python",
    "license": "Apache-2.0",
    "updated_at": "2026-04-26T19:22:31Z",
    "homepage": "https://claudecodeplugins.dev",
    "topics": [
      "awesome-claude-code",
      "awesome-list",
      "awesome-plugins",
      "awesome-resources",
      "claude-code",
      "claude-code-commands",
      "claude-code-hooks",
      "claude-code-mcp",
      "claude-code-plugin",
      "claude-code-subagents"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Specialist Labor",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "721",
    "priority": 65
  },
  {
    "num": 9,
    "name": "awesome-claude-code (jqueryscript)",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "Curated tools, IDE integrations and frameworks",
    "bullets": [
      "star-tier markers",
      "SDKs, security tools, agent collections",
      "great discovery tool"
    ],
    "url": "https://github.com/jqueryscript/awesome-claude-code",
    "full_name": "jqueryscript/awesome-claude-code",
    "metadata_error": "Command '['gh', 'api', 'repos/jqueryscript/awesome-claude-code']' returned non-zero exit status 1.",
    "gh_description": "A curated list of awesome tools, IDE integrations, frameworks, and other resources for developers working with Anthropic's Claude Code. ",
    "stars": 300,
    "forks": 223,
    "language": "",
    "license": "CC0-1.0",
    "updated_at": "2026-04-26T19:22:41Z",
    "homepage": "https://www.scriptbyai.com/claude-code-resource-list/",
    "topics": [
      "awesome-list",
      "awesome-lists",
      "claude",
      "claude-code",
      "claude-code-plugin",
      "claude-skills",
      "cli",
      "code-generation",
      "coding-agents",
      "vibe-coding"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Foundation / Trust",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "300",
    "priority": 65
  },
  {
    "num": 10,
    "name": "Claude-Code-Repos-Index",
    "category": "CATEGORY 1 - AWESOME LISTS & META-INDEXES",
    "desc": "Indexed catalogue of 75+ quality Claude Code repos",
    "bullets": [
      "all original, no AI slop",
      "maintained by Daniel Rosehill",
      "great navigator for the ecosystem"
    ],
    "url": "https://github.com/danielrosehill/Claude-Code-Repos-Index",
    "full_name": "danielrosehill/Claude-Code-Repos-Index",
    "metadata_error": "Command '['gh', 'api', 'repos/danielrosehill/Claude-Code-Repos-Index']' returned non-zero exit status 1.",
    "gh_description": "An index of my Claude Code related repos including a wide variety of starter templates for using Claude Code for common and more imaginative purposes!",
    "stars": 401,
    "forks": 52,
    "language": "Astro",
    "license": "",
    "updated_at": "2026-04-26T17:37:33Z",
    "homepage": "https://claude.danielrosehill.com",
    "topics": [
      "claude-code",
      "claude-code-cli",
      "index-repos"
    ],
    "archived": false,
    "category_short": "Awesome Lists & Meta-Indexes",
    "lane": "Discovery / Intel",
    "why_useful": "Use as a radar layer: track what the Claude Code ecosystem is shipping, harvest installable patterns, and avoid rebuilding tools that already exist.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Bookmark, mine weekly, and extract only the best patterns into our own skills.",
    "star_label": "401",
    "priority": 55
  },
  {
    "num": 11,
    "name": "anthropics/claude-code",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "The official Claude Code terminal tool",
    "bullets": [
      "55k+ stars",
      "natural language commands for your codebase",
      "maintained by Anthropic"
    ],
    "url": "https://github.com/anthropics/claude-code",
    "full_name": "anthropics/claude-code",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/claude-code']' returned non-zero exit status 1.",
    "gh_description": "Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.",
    "stars": 118144,
    "forks": 19661,
    "language": "Shell",
    "license": "",
    "updated_at": "2026-04-26T19:48:03Z",
    "homepage": "https://code.claude.com/docs/en/overview",
    "topics": [],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "118,144",
    "priority": 85
  },
  {
    "num": 12,
    "name": "anthropics/skills",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Official public repository of Agent Skills",
    "bullets": [
      "37.5k+ stars",
      "PDF, DOCX, XLSX, PPTX + art generation",
      "the canonical skills reference"
    ],
    "url": "https://github.com/anthropics/skills",
    "full_name": "anthropics/skills",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/skills']' returned non-zero exit status 1.",
    "gh_description": "Public repository for Agent Skills",
    "stars": 124236,
    "forks": 14536,
    "language": "Python",
    "license": "",
    "updated_at": "2026-04-26T19:54:22Z",
    "homepage": "",
    "topics": [
      "agent-skills"
    ],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "124,236",
    "priority": 85
  },
  {
    "num": 13,
    "name": "anthropics/claude-plugins",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Anthropic-managed directory of quality plugins",
    "bullets": [
      "2.8k+ stars",
      "vetted official plugin collection",
      "good baseline for teams"
    ],
    "url": "https://github.com/anthropics/claude-plugins",
    "full_name": "anthropics/claude-plugins",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "2.8k+",
    "priority": 90
  },
  {
    "num": 14,
    "name": "anthropics/claude-code-sdk-python",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Official Python SDK for Claude Code",
    "bullets": [
      "6.1k+ stars",
      "programmatic access to capabilities",
      "supports Agent SDK patterns"
    ],
    "url": "https://github.com/anthropics/claude-code-sdk-python",
    "full_name": "anthropics/claude-code-sdk-python",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/claude-code-sdk-python']' returned non-zero exit status 1.",
    "gh_description": "",
    "stars": 6550,
    "forks": 925,
    "language": "Python",
    "license": "MIT",
    "updated_at": "2026-04-26T17:28:59Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "6,550",
    "priority": 85
  },
  {
    "num": 15,
    "name": "anthropics/claude-agent-sdk-typescript",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Official TypeScript SDK for Claude Agent",
    "bullets": [
      "type-safe tool orchestration",
      "streaming + MCP support",
      "V2 preview with send()/stream()"
    ],
    "url": "https://github.com/anthropics/claude-agent-sdk-typescript",
    "full_name": "anthropics/claude-agent-sdk-typescript",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/claude-agent-sdk-typescript']' returned non-zero exit status 1.",
    "gh_description": "",
    "stars": 1333,
    "forks": 152,
    "language": "Shell",
    "license": "",
    "updated_at": "2026-04-26T17:04:42Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "1,333",
    "priority": 85
  },
  {
    "num": 16,
    "name": "anthropics/claude-code-security-review",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "AI-powered security review GitHub Action",
    "bullets": [
      "2.8k+ stars",
      "analyzes PR diffs for vulnerabilities",
      "drop-in CI/CD integration"
    ],
    "url": "https://github.com/anthropics/claude-code-security-review",
    "full_name": "anthropics/claude-code-security-review",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/claude-code-security-review']' returned non-zero exit status 1.",
    "gh_description": "An AI-powered security review GitHub Action using Claude to analyze code changes for security vulnerabilities.",
    "stars": 4383,
    "forks": 400,
    "language": "Python",
    "license": "MIT",
    "updated_at": "2026-04-26T17:04:56Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "4,383",
    "priority": 85
  },
  {
    "num": 17,
    "name": "anthropics/claude-code-action",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Official GitHub Action for Claude in PRs",
    "bullets": [
      "@claude mentions trigger analysis",
      "diff reviews + patch suggestions",
      "follows your repo conventions"
    ],
    "url": "https://github.com/anthropics/claude-code-action",
    "full_name": "anthropics/claude-code-action",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/claude-code-action']' returned non-zero exit status 1.",
    "gh_description": "",
    "stars": 7296,
    "forks": 1758,
    "language": "TypeScript",
    "license": "MIT",
    "updated_at": "2026-04-26T18:24:34Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "7,296",
    "priority": 75
  },
  {
    "num": 18,
    "name": "github/github-mcp-server",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Official GitHub MCP server",
    "bullets": [
      "direct access to repos, PRs, issues, CI/CD",
      "read-only mode via X-MCP-Readonly",
      "the most-used server in the ecosystem"
    ],
    "url": "https://github.com/github/github-mcp-server",
    "full_name": "github/github-mcp-server",
    "metadata_error": "Command '['gh', 'api', 'repos/github/github-mcp-server']' returned non-zero exit status 1.",
    "gh_description": "GitHub's official MCP Server",
    "stars": 29260,
    "forks": 4071,
    "language": "Go",
    "license": "MIT",
    "updated_at": "2026-04-26T17:52:56Z",
    "homepage": "",
    "topics": [
      "github",
      "mcp",
      "mcp-server"
    ],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "29,260",
    "priority": 95
  },
  {
    "num": 19,
    "name": "anthropic-cookbook",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Official Anthropic cookbook with recipes",
    "bullets": [
      "notebooks, agents, tool-use patterns",
      "RAG, classification, summarization",
      "maintained by Anthropic team"
    ],
    "url": "https://github.com/anthropics/anthropic-cookbook",
    "full_name": "anthropics/anthropic-cookbook",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/anthropic-cookbook']' returned non-zero exit status 1.",
    "gh_description": "A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.",
    "stars": 41603,
    "forks": 4637,
    "language": "Jupyter Notebook",
    "license": "MIT",
    "updated_at": "2026-04-26T19:39:48Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "41,603",
    "priority": 85
  },
  {
    "num": 20,
    "name": "courses (Anthropic)",
    "category": "CATEGORY 2 - OFFICIAL ANTHROPIC REPOS",
    "desc": "Free Anthropic courses",
    "bullets": [
      "prompt engineering fundamentals",
      "API usage, agents, AI Fluency",
      "direct from the source"
    ],
    "url": "https://github.com/anthropics/courses",
    "full_name": "anthropics/courses",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/courses']' returned non-zero exit status 1.",
    "gh_description": "Anthropic's educational courses",
    "stars": 20883,
    "forks": 2146,
    "language": "Jupyter Notebook",
    "license": "NOASSERTION",
    "updated_at": "2026-04-26T18:58:06Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Official Anthropic Repos",
    "lane": "Foundation / Trust",
    "why_useful": "Use as the trusted baseline before adopting community code: canonical SDKs, official actions, security review, and reference implementations.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "20,883",
    "priority": 85
  },
  {
    "num": 21,
    "name": "obra/superpowers",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "The most popular skills library for Claude Code",
    "bullets": [
      "148k+ stars",
      "brainstorm \u2192 spec \u2192 plan \u2192 TDD \u2192 review \u2192 merge",
      "subagent orchestration"
    ],
    "url": "https://github.com/obra/superpowers",
    "full_name": "obra/superpowers",
    "metadata_error": "Command '['gh', 'api', 'repos/obra/superpowers']' returned non-zero exit status 1.",
    "gh_description": "An agentic skills framework & software development methodology that works.",
    "stars": 168416,
    "forks": 14858,
    "language": "Shell",
    "license": "MIT",
    "updated_at": "2026-04-26T19:55:25Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "168,416",
    "priority": 60
  },
  {
    "num": 22,
    "name": "obra/superpowers-marketplace",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "Official marketplace for the Superpowers ecosystem",
    "bullets": [
      "20+ battle-tested skills",
      "/brainstorm, /write-plan, /execute-plan",
      "SessionStart context injection"
    ],
    "url": "https://github.com/obra/superpowers-marketplace",
    "full_name": "obra/superpowers-marketplace",
    "metadata_error": "Command '['gh', 'api', 'repos/obra/superpowers-marketplace']' returned non-zero exit status 1.",
    "gh_description": "Curated Claude Code plugin marketplace",
    "stars": 889,
    "forks": 174,
    "language": "",
    "license": "MIT",
    "updated_at": "2026-04-26T19:46:44Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Skills Collections",
    "lane": "Foundation / Trust",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "889",
    "priority": 65
  },
  {
    "num": 23,
    "name": "obra/superpowers-skills",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "Community-editable skills for Superpowers",
    "bullets": [
      "auto-cloned to ~/.config/superpowers/skills/",
      "fork and submit PRs",
      "the collaborative side"
    ],
    "url": "https://github.com/obra/superpowers-skills",
    "full_name": "obra/superpowers-skills",
    "metadata_error": "Command '['gh', 'api', 'repos/obra/superpowers-skills']' returned non-zero exit status 1.",
    "gh_description": "Community-editable skills for Claude Code's superpowers plugin",
    "stars": 631,
    "forks": 144,
    "language": "TypeScript",
    "license": "MIT",
    "updated_at": "2026-04-26T17:07:10Z",
    "homepage": "",
    "topics": [],
    "archived": true,
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "631",
    "priority": 20
  },
  {
    "num": 24,
    "name": "obra/superpowers-lab",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "Experimental skills under active development",
    "bullets": [
      "semantic duplicate-function detection",
      "bleeding-edge techniques",
      "evolves with real usage"
    ],
    "url": "https://github.com/obra/superpowers-lab",
    "full_name": "obra/superpowers-lab",
    "metadata_error": "Command '['gh', 'api', 'repos/obra/superpowers-lab']' returned non-zero exit status 1.",
    "gh_description": "Experimental skills for Claude Code Superpowers - new techniques and tools",
    "stars": 305,
    "forks": 24,
    "language": "Shell",
    "license": "MIT",
    "updated_at": "2026-04-26T17:07:25Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "305",
    "priority": 50
  },
  {
    "num": 25,
    "name": "everything-claude-code",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "Hackathon-winning harness built from 10+ months of use",
    "bullets": [
      "30 agents, 136 skills, 60 slash commands",
      "1282 tests, 98% coverage",
      "Cerebral Valley x Anthropic winner"
    ],
    "url": "https://github.com/affaan-m/everything-claude-code",
    "full_name": "affaan-m/everything-claude-code",
    "metadata_error": "Command '['gh', 'api', 'repos/affaan-m/everything-claude-code']' returned non-zero exit status 1.",
    "gh_description": "The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.",
    "stars": 167524,
    "forks": 25973,
    "language": "JavaScript",
    "license": "MIT",
    "updated_at": "2026-04-26T19:54:54Z",
    "homepage": "https://ecc.tools",
    "topics": [
      "ai-agents",
      "anthropic",
      "claude",
      "claude-code",
      "developer-tools",
      "llm",
      "mcp",
      "productivity"
    ],
    "archived": false,
    "category_short": "Skills Collections",
    "lane": "Foundation / Trust",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "167,524",
    "priority": 85
  },
  {
    "num": 26,
    "name": "travisvn/awesome-claude-skills",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "Community \"best-of\" skill collection",
    "bullets": [
      "22k+ installs",
      "SEO, marketing, design, security, research",
      "safety warnings on untrusted skills"
    ],
    "url": "https://github.com/travisvn/awesome-claude-skills",
    "full_name": "travisvn/awesome-claude-skills",
    "metadata_error": "Command '['gh', 'api', 'repos/travisvn/awesome-claude-skills']' returned non-zero exit status 1.",
    "gh_description": "A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows \u2014 particularly Claude Code",
    "stars": 11798,
    "forks": 1239,
    "language": "",
    "license": "",
    "updated_at": "2026-04-26T19:39:48Z",
    "homepage": "",
    "topics": [
      "agentic-coding",
      "anthropic",
      "awesome",
      "awesome-list",
      "awesome-lists",
      "claude",
      "claude-ai",
      "claude-code",
      "claude-desktop",
      "claude-skills",
      "claudeskills"
    ],
    "archived": false,
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "11,798",
    "priority": 75
  },
  {
    "num": 27,
    "name": "trailofbits/claude-code-skills",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "Security research and audit skills",
    "bullets": [
      "by Trail of Bits security firm",
      "vulnerability detection workflows",
      "built for real security engineering"
    ],
    "url": "https://github.com/trailofbits/claude-code-skills",
    "full_name": "trailofbits/claude-code-skills",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 28,
    "name": "K-Dense-AI/claude-scientific-skills",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "Skills for scientific computing",
    "bullets": [
      "specialized libraries for research",
      "academic and lab workflows",
      "data analysis ready"
    ],
    "url": "https://github.com/K-Dense-AI/claude-scientific-skills",
    "full_name": "K-Dense-AI/claude-scientific-skills",
    "metadata_error": "Command '['gh', 'api', 'repos/K-Dense-AI/claude-scientific-skills']' returned non-zero exit status 1.",
    "gh_description": "A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.",
    "stars": 19473,
    "forks": 2181,
    "language": "Python",
    "license": "MIT",
    "updated_at": "2026-04-26T19:25:03Z",
    "homepage": "https://k-dense.ai",
    "topics": [
      "agent-skills",
      "ai-scientist",
      "bioinformatics",
      "chemoinformatics",
      "claude",
      "claude-skills",
      "claudecode",
      "clinical-research",
      "computational-biology",
      "data-analysis",
      "drug-discovery",
      "genomics",
      "materials-science",
      "metabolomics",
      "proteomics",
      "scientific-computing",
      "scientific-visualization"
    ],
    "archived": false,
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "19,473",
    "priority": 60
  },
  {
    "num": 29,
    "name": "ay-automate/ay-skills",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "10 production-tested skills",
    "bullets": [
      "SEO audits, headless browser automation",
      "Remotion video generation, diagrams",
      "drop-in ready"
    ],
    "url": "https://github.com/ay-automate/ay-skills",
    "full_name": "ay-automate/ay-skills",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "\u2014",
    "priority": 65
  },
  {
    "num": 30,
    "name": "BehiSecc/awesome-claude-skills",
    "category": "CATEGORY 3 - SKILLS COLLECTIONS",
    "desc": "A \"list of lists\" for deeper Claude use",
    "bullets": [
      "knowledge acquisition, deeper thinking",
      "skill automation utilities",
      "meta-resource for curators"
    ],
    "url": "https://github.com/BehiSecc/awesome-claude-skills",
    "full_name": "BehiSecc/awesome-claude-skills",
    "metadata_error": "Command '['gh', 'api', 'repos/BehiSecc/awesome-claude-skills']' returned non-zero exit status 1.",
    "gh_description": "A curated list of Claude Skills.",
    "stars": 8749,
    "forks": 1066,
    "language": "",
    "license": "",
    "updated_at": "2026-04-26T17:08:38Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Skills Collections",
    "lane": "Capability Packs",
    "why_useful": "Use as prebuilt capability packs. Best candidates can become internal Billy/Clearfork skills after inspection, simplification, and safety hardening.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "8,749",
    "priority": 55
  },
  {
    "num": 31,
    "name": "wshobson/agents",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "Massive collection of production subagents",
    "bullets": [
      "25k+ stars",
      "strategy, dev, security, design, data, research",
      "drop-in for Claude Code workflows"
    ],
    "url": "https://github.com/wshobson/agents",
    "full_name": "wshobson/agents",
    "metadata_error": "Command '['gh', 'api', 'repos/wshobson/agents']' returned non-zero exit status 1.",
    "gh_description": "Intelligent automation and multi-agent orchestration for Claude Code",
    "stars": 34348,
    "forks": 3719,
    "language": "Python",
    "license": "MIT",
    "updated_at": "2026-04-26T19:50:26Z",
    "homepage": "https://sethhobson.com",
    "topics": [
      "agents",
      "anthropic",
      "anthropic-claude",
      "automation",
      "claude",
      "claude-code",
      "claude-code-cli",
      "claude-code-commands",
      "claude-code-plugin",
      "claude-code-plugins",
      "claude-code-skills",
      "claude-code-subagents",
      "claude-skills",
      "claudecode",
      "claudecode-config",
      "claudecode-subagents",
      "orchestration",
      "sub-agents",
      "subagents",
      "workflows"
    ],
    "archived": false,
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "34,348",
    "priority": 85
  },
  {
    "num": 32,
    "name": "awesome-claude-agents",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "Team of specialized AI agents that work together",
    "bullets": [
      "3.7k+ stars",
      "agents collaborate on full features",
      "expert-level knowledge across stacks"
    ],
    "url": "https://github.com/vijaythecoder/awesome-claude-agents",
    "full_name": "vijaythecoder/awesome-claude-agents",
    "metadata_error": "Command '['gh', 'api', 'repos/vijaythecoder/awesome-claude-agents']' returned non-zero exit status 1.",
    "gh_description": "An orchestrated sub agent dev team powered by claude code",
    "stars": 4200,
    "forks": 508,
    "language": "",
    "license": "MIT",
    "updated_at": "2026-04-26T19:26:39Z",
    "homepage": "https://x.com/vijaytupakula",
    "topics": [],
    "archived": false,
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "4,200",
    "priority": 55
  },
  {
    "num": 33,
    "name": "davepoon/claude-code-subagents-collection",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "100+ production-ready subagents",
    "bullets": [
      "2.2k+ stars",
      "comprehensive domain expertise",
      "drop-in for any workflow"
    ],
    "url": "https://github.com/davepoon/claude-code-subagents-collection",
    "full_name": "davepoon/claude-code-subagents-collection",
    "metadata_error": "Command '['gh', 'api', 'repos/davepoon/claude-code-subagents-collection']' returned non-zero exit status 1.",
    "gh_description": "A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw",
    "stars": 2815,
    "forks": 324,
    "language": "Python",
    "license": "MIT",
    "updated_at": "2026-04-26T17:09:33Z",
    "homepage": "https://www.buildwithclaude.com",
    "topics": [
      "claude",
      "claude-code",
      "claude-code-commands",
      "claude-skills",
      "cli-tool",
      "commands",
      "mcp",
      "mcp-server",
      "mcp-tools",
      "openclaw",
      "plugin-marketplace",
      "subagents"
    ],
    "archived": false,
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "2,815",
    "priority": 65
  },
  {
    "num": 34,
    "name": "claude-code-agents (59 specialists)",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "59 specialized AI agents for development",
    "bullets": [
      "TypeScript, Python, Java, Kotlin reviewers",
      "workflow automation agents",
      "great for onboarding teams"
    ],
    "url": "https://github.com/baryhuang/claude-code-agents",
    "full_name": "baryhuang/claude-code-agents",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 35,
    "name": "multi-agent-squad",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "Production-ready multi-agent orchestration",
    "bullets": [
      "74+ stars",
      "task routing + consensus decisions",
      "works across coding agents"
    ],
    "url": "https://github.com/ruvnet/multi-agent-squad",
    "full_name": "ruvnet/multi-agent-squad",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 65
  },
  {
    "num": 36,
    "name": "Agent-Fusion",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "Multi-agent orchestration across AI tools",
    "bullets": [
      "Claude Code, Codex CLI, Amazon Q, Gemini",
      "bidirectional collaboration",
      "intelligent task routing"
    ],
    "url": "https://github.com/0xAsten/Agent-Fusion",
    "full_name": "0xAsten/Agent-Fusion",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 37,
    "name": "sub-agents",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "Manager for Claude Code sub agents",
    "bullets": [
      "adds hooks and custom slash commands",
      "175+ stars",
      "lightweight setup"
    ],
    "url": "https://github.com/webdevtodayjason/sub-agents",
    "full_name": "webdevtodayjason/sub-agents",
    "metadata_error": "Command '['gh', 'api', 'repos/webdevtodayjason/sub-agents']' returned non-zero exit status 1.",
    "gh_description": "Claude Code Sub Agent Manager. A simple Manager for adding Claude Code Sub Agents with hooks and custom slash commands.",
    "stars": 192,
    "forks": 34,
    "language": "JavaScript",
    "license": "MIT",
    "updated_at": "2026-04-26T17:10:05Z",
    "homepage": "https://github.com/webdevtodayjason/sub-agents",
    "topics": [
      "a-agent",
      "agents",
      "anthropic-claude",
      "claude",
      "claude-ai",
      "claude-code",
      "context-forge",
      "semfreak",
      "sub-agents"
    ],
    "archived": false,
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "192",
    "priority": 50
  },
  {
    "num": 38,
    "name": "sub-agents-directory",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "Curated 100+ subagent prompts",
    "bullets": [
      "74+ stars",
      "MCP servers included",
      "community-maintained index"
    ],
    "url": "https://github.com/dotneet/sub-agents-directory",
    "full_name": "dotneet/sub-agents-directory",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 65
  },
  {
    "num": 39,
    "name": "claude-code-heavy",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "Multi-agent research orchestration",
    "bullets": [
      "72+ stars",
      "parallel research agents",
      "built specifically for Claude Code"
    ],
    "url": "https://github.com/iamcatdev/claude-code-heavy",
    "full_name": "iamcatdev/claude-code-heavy",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 40,
    "name": "ClaudeCodeAgents",
    "category": "CATEGORY 4 - AGENTS & SUBAGENTS",
    "desc": "QA-focused agent collection",
    "bullets": [
      "455+ stars",
      "testing agents, validators",
      "drop-in QA workflow"
    ],
    "url": "https://github.com/webdevtodayjason/ClaudeCodeAgents",
    "full_name": "webdevtodayjason/ClaudeCodeAgents",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Agents & Subagents",
    "lane": "Specialist Labor",
    "why_useful": "Use as specialist-worker templates: subagents for review, architecture, testing, docs, security, research, and stack-specific delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 41,
    "name": "claude-code-mcp",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Run Claude Code itself as an MCP server",
    "bullets": [
      "enables agent-in-agent pattern",
      "recursive delegation of coding tasks",
      "integrates with Claude Desktop"
    ],
    "url": "https://github.com/steipete/claude-code-mcp",
    "full_name": "steipete/claude-code-mcp",
    "metadata_error": "Command '['gh', 'api', 'repos/steipete/claude-code-mcp']' returned non-zero exit status 1.",
    "gh_description": "Claude Code as one-shot MCP server to have an agent in your agent.",
    "stars": 1251,
    "forks": 158,
    "language": "JavaScript",
    "license": "MIT",
    "updated_at": "2026-04-26T17:11:31Z",
    "homepage": "",
    "topics": [
      "agent",
      "claude",
      "mcp"
    ],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Specialist Labor",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "1,251",
    "priority": 60
  },
  {
    "num": 42,
    "name": "zilliztech/claude-context",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Semantic code search MCP for massive codebases",
    "bullets": [
      "pulls the right files without manual breadcrumbing",
      "critical for big repos",
      "community MCP server"
    ],
    "url": "https://github.com/zilliztech/claude-context",
    "full_name": "zilliztech/claude-context",
    "metadata_error": "Command '['gh', 'api', 'repos/zilliztech/claude-context']' returned non-zero exit status 1.",
    "gh_description": "Code search MCP for Claude Code. Make entire codebase the context for any coding agent.",
    "stars": 9583,
    "forks": 730,
    "language": "TypeScript",
    "license": "MIT",
    "updated_at": "2026-04-26T19:41:37Z",
    "homepage": "https://github.com/zilliztech/claude-context/tree/master/docs",
    "topics": [
      "agent",
      "agentic-rag",
      "ai-coding",
      "claude-code",
      "code-generation",
      "code-search",
      "cursor",
      "embedding",
      "gemini-cli",
      "mcp",
      "merkle-tree",
      "nodejs",
      "openai",
      "rag",
      "semantic-search",
      "typescript",
      "vector-database",
      "vibe-coding",
      "voyage-ai",
      "vscode-extension"
    ],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Tool Connectivity",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Map to client systems; only deploy after credential isolation and least-privilege review.",
    "star_label": "9,583",
    "priority": 60
  },
  {
    "num": 43,
    "name": "claude-context-mode",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "MCP server between Claude Code and outputs",
    "bullets": [
      "2.2k+ stars",
      "315 KB \u2192 5.4 KB (98% reduction)",
      "token savings on every call"
    ],
    "url": "https://github.com/d-e-s-o/claude-context-mode",
    "full_name": "d-e-s-o/claude-context-mode",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Mcp Servers",
    "lane": "Tool Connectivity",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Map to client systems; only deploy after credential isolation and least-privilege review.",
    "star_label": "2.2k+",
    "priority": 60
  },
  {
    "num": 44,
    "name": "Continuous-Claude-v2",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Context management for Claude Code",
    "bullets": [
      "2.2k+ stars",
      "ledger-based hooks maintain state",
      "MCP execution without context pollution"
    ],
    "url": "https://github.com/continuous-claude/continuous-claude-v2",
    "full_name": "continuous-claude/continuous-claude-v2",
    "metadata_error": "HTTP Error 404: Not Found",
    "category_short": "Mcp Servers",
    "lane": "Tool Connectivity",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Map to client systems; only deploy after credential isolation and least-privilege review.",
    "star_label": "2.2k+",
    "priority": 60
  },
  {
    "num": 45,
    "name": "context7",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Up-to-date version-specific docs in prompts",
    "bullets": [
      "real-time doc access",
      "libraries + frameworks",
      "works with Cursor, VS Code, Claude Code, Windsurf"
    ],
    "url": "https://github.com/upstash/context7",
    "full_name": "upstash/context7",
    "metadata_error": "Command '['gh', 'api', 'repos/upstash/context7']' returned non-zero exit status 1.",
    "gh_description": "Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors",
    "stars": 53783,
    "forks": 2546,
    "language": "TypeScript",
    "license": "MIT",
    "updated_at": "2026-04-26T19:44:16Z",
    "homepage": "https://context7.com",
    "topics": [
      "llm",
      "mcp",
      "mcp-server",
      "vibe-coding"
    ],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Tool Connectivity",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Map to client systems; only deploy after credential isolation and least-privilege review.",
    "star_label": "53,783",
    "priority": 60
  },
  {
    "num": 46,
    "name": "postgres-mcp",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Safe PostgreSQL MCP server",
    "bullets": [
      "read-only default mode",
      "multi-connection support",
      "defense-in-depth security"
    ],
    "url": "https://github.com/crystaldba/postgres-mcp",
    "full_name": "crystaldba/postgres-mcp",
    "metadata_error": "Command '['gh', 'api', 'repos/crystaldba/postgres-mcp']' returned non-zero exit status 1.",
    "gh_description": "Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.",
    "stars": 2625,
    "forks": 291,
    "language": "Python",
    "license": "MIT",
    "updated_at": "2026-04-26T19:40:42Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Tool Connectivity",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Map to client systems; only deploy after credential isolation and least-privilege review.",
    "star_label": "2,625",
    "priority": 60
  },
  {
    "num": 47,
    "name": "playwright-mcp",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Browser automation via MCP",
    "bullets": [
      "navigate pages, fill forms",
      "dynamic content scraping",
      "official Microsoft-backed"
    ],
    "url": "https://github.com/microsoft/playwright-mcp",
    "full_name": "microsoft/playwright-mcp",
    "metadata_error": "Command '['gh', 'api', 'repos/microsoft/playwright-mcp']' returned non-zero exit status 1.",
    "gh_description": "Playwright MCP server",
    "stars": 31443,
    "forks": 2570,
    "language": "TypeScript",
    "license": "Apache-2.0",
    "updated_at": "2026-04-26T19:51:00Z",
    "homepage": "https://www.npmjs.com/package/@playwright/mcp",
    "topics": [
      "mcp",
      "playwright"
    ],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Foundation / Trust",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "31,443",
    "priority": 70
  },
  {
    "num": 48,
    "name": "mcp-server-sqlite",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Lightweight SQLite MCP for prototyping",
    "bullets": [
      "local development friendly",
      "simple install",
      "official MCP team"
    ],
    "url": "https://github.com/modelcontextprotocol/servers",
    "full_name": "modelcontextprotocol/servers",
    "metadata_error": "Command '['gh', 'api', 'repos/modelcontextprotocol/servers']' returned non-zero exit status 1.",
    "gh_description": "Model Context Protocol Servers",
    "stars": 84563,
    "forks": 10512,
    "language": "TypeScript",
    "license": "NOASSERTION",
    "updated_at": "2026-04-26T19:55:13Z",
    "homepage": "https://modelcontextprotocol.io",
    "topics": [],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Foundation / Trust",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "84,563",
    "priority": 70
  },
  {
    "num": 49,
    "name": "claude-code-mcp-enhanced",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Enhanced claude-code-mcp with detailed instructions",
    "bullets": [
      "emphatic prompts for compliance",
      "improved task-following",
      "by grahama1970"
    ],
    "url": "https://github.com/grahama1970/claude-code-mcp-enhanced",
    "full_name": "grahama1970/claude-code-mcp-enhanced",
    "metadata_error": "Command '['gh', 'api', 'repos/grahama1970/claude-code-mcp-enhanced']' returned non-zero exit status 1.",
    "gh_description": "Enhanced Claude Code MCP server with orchestration capabilities, reliability improvements, and self-contained execution patterns",
    "stars": 114,
    "forks": 18,
    "language": "JavaScript",
    "license": "MIT",
    "updated_at": "2026-04-26T17:13:23Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Tool Connectivity",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Map to client systems; only deploy after credential isolation and least-privilege review.",
    "star_label": "114",
    "priority": 60
  },
  {
    "num": 50,
    "name": "danielrosehill/Claude-Code-MCP-List",
    "category": "CATEGORY 5 - MCP SERVERS",
    "desc": "Short curated MCP collection",
    "bullets": [
      "MCPs for Linux desktop Claude Code",
      "battle-tested selections",
      "practical daily use"
    ],
    "url": "https://github.com/danielrosehill/Claude-Code-MCP-List",
    "full_name": "danielrosehill/Claude-Code-MCP-List",
    "metadata_error": "Command '['gh', 'api', 'repos/danielrosehill/Claude-Code-MCP-List']' returned non-zero exit status 1.",
    "gh_description": "Short collection of MCPs I use / to install for CC on Linux Desktop",
    "stars": 20,
    "forks": 4,
    "language": "",
    "license": "",
    "updated_at": "2026-04-26T17:13:42Z",
    "homepage": "",
    "topics": [],
    "archived": false,
    "category_short": "Mcp Servers",
    "lane": "Tool Connectivity",
    "why_useful": "Use to connect agents to real systems: GitHub, browsers, databases, docs, observability, and SaaS tools without brittle one-off scripts.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Map to client systems; only deploy after credential isolation and least-privilege review.",
    "star_label": "20",
    "priority": 75
  },
  {
    "num": 51,
    "name": "Claude-Flow",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Enterprise-grade AI orchestration platform",
    "bullets": [
      "11.4k+ stars",
      "multi-agent orchestration with persistent memory",
      "reshapes how teams build with AI"
    ],
    "url": "https://github.com/ruvnet/claude-flow",
    "full_name": "ruvnet/claude-flow",
    "metadata_error": "Command '['gh', 'api', 'repos/ruvnet/claude-flow']' returned non-zero exit status 1.",
    "gh_description": "\ud83c\udf0a The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features    enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration",
    "stars": 33537,
    "forks": 3796,
    "language": "TypeScript",
    "license": "MIT",
    "updated_at": "2026-04-26T19:53:43Z",
    "homepage": "https://Cognitum.One",
    "topics": [
      "agentic-ai",
      "agentic-engineering",
      "agentic-framework",
      "agentic-rag",
      "agentic-workflow",
      "agents",
      "ai-assistant",
      "ai-tools",
      "anthropic-claude",
      "autonomous-agents",
      "claude-code",
      "claude-code-skills",
      "codex",
      "huggingface",
      "mcp-server",
      "model-context-protocol",
      "multi-agent",
      "multi-agent-systems",
      "swarm",
      "swarm-intelligence"
    ],
    "archived": false,
    "category_short": "Orchestration & Workflows",
    "lane": "Specialist Labor",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "33,537",
    "priority": 70
  },
  {
    "num": 52,
    "name": "claude-squad",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Terminal multiplexer for AI coding agents",
    "bullets": [
      "5.6k+ stars",
      "manages Claude Code, Aider, Codex, OpenCode, Amp",
      "parallel agents without chaos"
    ],
    "url": "https://github.com/smtg-ai/claude-squad",
    "full_name": "smtg-ai/claude-squad",
    "metadata_error": "Command '['gh', 'api', 'repos/smtg-ai/claude-squad']' returned non-zero exit status 1.",
    "gh_description": "Manage multiple AI terminal agents like Claude Code, Codex, OpenCode, and Amp.",
    "stars": 7171,
    "forks": 507,
    "language": "Go",
    "license": "AGPL-3.0",
    "updated_at": "2026-04-26T17:14:45Z",
    "homepage": "https://smtg-ai.github.io/claude-squad/",
    "topics": [
      "claude-code",
      "cli",
      "codex",
      "opencode",
      "vibe-coding"
    ],
    "archived": false,
    "category_short": "Orchestration & Workflows",
    "lane": "Specialist Labor",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "7,171",
    "priority": 50
  },
  {
    "num": 53,
    "name": "claude_code_agent_farm",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Parallel Claude Code sessions orchestrator",
    "bullets": [
      "runs multiple cc agents at scale",
      "systematic codebase improvement",
      "automation-first design"
    ],
    "url": "https://github.com/Dicklesworthstone/claude_code_agent_farm",
    "full_name": "Dicklesworthstone/claude_code_agent_farm",
    "metadata_error": "Command '['gh', 'api', 'repos/Dicklesworthstone/claude_code_agent_farm']' returned non-zero exit status 1.",
    "gh_description": "Orchestration framework for running 20+ Claude Code agents in parallel: automated bug fixing, best-practices sweeps, lock-based coordination, and real-time tmux monitoring",
    "stars": 793,
    "forks": 86,
    "language": "Shell",
    "license": "NOASSERTION",
    "updated_at": "2026-04-26T17:15:02Z",
    "homepage": "",
    "topics": [
      "ai-agents",
      "automation",
      "developer-tools",
      "python",
      "tmux"
    ],
    "archived": false,
    "category_short": "Orchestration & Workflows",
    "lane": "Specialist Labor",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "793",
    "priority": 50
  },
  {
    "num": 54,
    "name": "ccpm (Claude Code PM)",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Project-management workflow for Claude Code",
    "bullets": [
      "by Ran Aroussi",
      "specialized agents + slash commands",
      "turnkey setup"
    ],
    "url": "https://github.com/automazeio/ccpm",
    "full_name": "automazeio/ccpm",
    "metadata_error": "HTTP Error 403: rate limit exceeded",
    "category_short": "Orchestration & Workflows",
    "lane": "Specialist Labor",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 55,
    "name": "cc-sessions",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Opinionated extension set for Claude Code",
    "bullets": [
      "1.5k+ stars",
      "hooks, subagents, commands",
      "task/git management infrastructure"
    ],
    "url": "https://github.com/cc-sessions/cc-sessions",
    "full_name": "cc-sessions/cc-sessions",
    "metadata_error": "Command '['gh', 'api', 'repos/cc-sessions/cc-sessions']' returned non-zero exit status 1.",
    "category_short": "Orchestration & Workflows",
    "lane": "Specialist Labor",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "1.5k+",
    "priority": 50
  },
  {
    "num": 56,
    "name": "claude-sessions",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Custom slash commands for session tracking",
    "bullets": [
      "1.1k+ stars",
      "comprehensive documentation",
      "dev session logging"
    ],
    "url": "https://github.com/iannuttall/claude-sessions",
    "full_name": "iannuttall/claude-sessions",
    "metadata_error": "Command '['gh', 'api', 'repos/iannuttall/claude-sessions']' returned non-zero exit status 1.",
    "category_short": "Orchestration & Workflows",
    "lane": "Workflow Automation",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "1.1k+",
    "priority": 50
  },
  {
    "num": 57,
    "name": "claude-code-infrastructure-showcase",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Infrastructure approach to Skills",
    "bullets": [
      "hooks that activate skills contextually",
      "smart skill routing",
      "adaptable to any project"
    ],
    "url": "https://github.com/diet103/claude-code-infrastructure-showcase",
    "full_name": "diet103/claude-code-infrastructure-showcase",
    "metadata_error": "Command '['gh', 'api', 'repos/diet103/claude-code-infrastructure-showcase']' returned non-zero exit status 1.",
    "category_short": "Orchestration & Workflows",
    "lane": "Capability Packs",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 58,
    "name": "infinite-agentic-loop",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Infinite agentic loop demonstration",
    "bullets": [
      "492+ stars",
      "two-prompt system design",
      "experimental but educational"
    ],
    "url": "https://github.com/disler/infinite-agentic-loop",
    "full_name": "disler/infinite-agentic-loop",
    "metadata_error": "Command '['gh', 'api', 'repos/disler/infinite-agentic-loop']' returned non-zero exit status 1.",
    "category_short": "Orchestration & Workflows",
    "lane": "Specialist Labor",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 59,
    "name": "agentsys",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Automation harness for multiple tools",
    "bullets": [
      "473+ stars",
      "14 plugins, 43 agents, 30 skills",
      "Claude Code + OpenCode + Codex"
    ],
    "url": "https://github.com/agentsys/agentsys",
    "full_name": "agentsys/agentsys",
    "metadata_error": "Command '['gh', 'api', 'repos/agentsys/agentsys']' returned non-zero exit status 1.",
    "category_short": "Orchestration & Workflows",
    "lane": "Capability Packs",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 60,
    "name": "Citadel",
    "category": "CATEGORY 6 - ORCHESTRATION & WORKFLOWS",
    "desc": "Agent orchestration harness",
    "bullets": [
      "430+ stars",
      "parallel agent coordination",
      "session memory persistence"
    ],
    "url": "https://github.com/gabrieltonnellier/citadel",
    "full_name": "gabrieltonnellier/citadel",
    "metadata_error": "Command '['gh', 'api', 'repos/gabrieltonnellier/citadel']' returned non-zero exit status 1.",
    "category_short": "Orchestration & Workflows",
    "lane": "Specialist Labor",
    "why_useful": "Use to turn single prompts into durable workflows: multi-agent task routing, queues, phase gates, plans, and repeatable delivery systems.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 61,
    "name": "thedotmack/claude-mem",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Long-term memory via compression",
    "bullets": [
      "persists context between sessions",
      "lightweight and composable",
      "solves the #1 Claude Code complaint"
    ],
    "url": "https://github.com/thedotmack/claude-mem",
    "full_name": "thedotmack/claude-mem",
    "metadata_error": "Command '['gh', 'api', 'repos/thedotmack/claude-mem']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Continuity Layer",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Prototype against Billy\u2019s memory pain, but do not touch production memory backend without approval.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 62,
    "name": "hanfang/claude-memory-skill",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Minimal hierarchical memory system",
    "bullets": [
      "background agents + filesystem persistence",
      "low-friction setup",
      "works alongside existing skills"
    ],
    "url": "https://github.com/hanfang/claude-memory-skill",
    "full_name": "hanfang/claude-memory-skill",
    "metadata_error": "Command '['gh', 'api', 'repos/hanfang/claude-memory-skill']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Capability Packs",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 63,
    "name": "0xfurai/claude-subconscious",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Background agent whispering guidance",
    "bullets": [
      "2.4k+ stars",
      "watches sessions, reads files",
      "builds memory over time"
    ],
    "url": "https://github.com/0xfurai/claude-subconscious",
    "full_name": "0xfurai/claude-subconscious",
    "metadata_error": "Command '['gh', 'api', 'repos/0xfurai/claude-subconscious']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Specialist Labor",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "2.4k+",
    "priority": 60
  },
  {
    "num": 64,
    "name": "claude-code-semantic-memory",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Persistent semantic memory for Claude Code",
    "bullets": [
      "70+ stars",
      "vector-based recall",
      "session continuity"
    ],
    "url": "https://github.com/dheerajoruganty/claude-code-semantic-memory",
    "full_name": "dheerajoruganty/claude-code-semantic-memory",
    "metadata_error": "Command '['gh', 'api', 'repos/dheerajoruganty/claude-code-semantic-memory']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Continuity Layer",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Prototype against Billy\u2019s memory pain, but do not touch production memory backend without approval.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 65,
    "name": "claude-user-memory",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "User memory system with 12 specialist agents",
    "bullets": [
      "125+ stars",
      "intelligent orchestration",
      "auto-selects right specialist"
    ],
    "url": "https://github.com/brennercruvinel/claude-user-memory",
    "full_name": "brennercruvinel/claude-user-memory",
    "metadata_error": "Command '['gh', 'api', 'repos/brennercruvinel/claude-user-memory']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Specialist Labor",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 66,
    "name": "Repomix",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Pack your codebase into one AI-readable file",
    "bullets": [
      "20.9k+ stars",
      "XML, Markdown, plain text output",
      "essential for large-repo context"
    ],
    "url": "https://github.com/yamadashy/repomix",
    "full_name": "yamadashy/repomix",
    "metadata_error": "Command '['gh', 'api', 'repos/yamadashy/repomix']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Continuity Layer",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Prototype against Billy\u2019s memory pain, but do not touch production memory backend without approval.",
    "star_label": "20.9k+",
    "priority": 50
  },
  {
    "num": 67,
    "name": "graphify",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Interactive knowledge graph from codebases",
    "bullets": [
      "explore, search, ask questions",
      "works with Claude Code, Codex, Cursor",
      "great for onboarding"
    ],
    "url": "https://github.com/safishamsi/graphify",
    "full_name": "safishamsi/graphify",
    "metadata_error": "Command '['gh', 'api', 'repos/safishamsi/graphify']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Continuity Layer",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Prototype against Billy\u2019s memory pain, but do not touch production memory backend without approval.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 68,
    "name": "context-prime",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Systematic project context priming",
    "bullets": [
      "by elizaOS",
      "scenario-specific priming commands",
      "CLAUDE.md enhancement"
    ],
    "url": "https://github.com/elizaOS/context-prime",
    "full_name": "elizaOS/context-prime",
    "metadata_error": "Command '['gh', 'api', 'repos/elizaOS/context-prime']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Continuity Layer",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Prototype against Billy\u2019s memory pain, but do not touch production memory backend without approval.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 69,
    "name": "claude-code-heavy-research",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Multi-agent research with parallel context",
    "bullets": [
      "72+ stars",
      "deep-dive research workflows",
      "agent-based knowledge gathering"
    ],
    "url": "https://github.com/iamcatdev/claude-code-heavy",
    "full_name": "iamcatdev/claude-code-heavy",
    "metadata_error": "Command '['gh', 'api', 'repos/iamcatdev/claude-code-heavy']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Specialist Labor",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 70,
    "name": "ledger",
    "category": "CATEGORY 7 - MEMORY & CONTEXT",
    "desc": "Context-preserving ledger system",
    "bullets": [
      "hooks maintain ledger state",
      "handoffs between agents",
      "MCP without pollution"
    ],
    "url": "https://github.com/continuous-claude/continuous-claude-v2",
    "full_name": "continuous-claude/continuous-claude-v2",
    "metadata_error": "Command '['gh', 'api', 'repos/continuous-claude/continuous-claude-v2']' returned non-zero exit status 1.",
    "category_short": "Memory & Context",
    "lane": "Specialist Labor",
    "why_useful": "Use to improve continuity: persistent context, retrieval, repo knowledge, session carryover, and less re-explaining across agent runs.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 71,
    "name": "wshobson/commands",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "57 production-ready slash commands",
    "bullets": [
      "1.7k+ stars",
      "15 workflows + 42 tools",
      "multi-agent orchestration"
    ],
    "url": "https://github.com/wshobson/commands",
    "full_name": "wshobson/commands",
    "metadata_error": "Command '['gh', 'api', 'repos/wshobson/commands']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Specialist Labor",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "1.7k+",
    "priority": 65
  },
  {
    "num": 72,
    "name": "nizos/tdd-guard",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "Automated TDD enforcement for Claude Code",
    "bullets": [
      "1.7k+ stars",
      "blocks skipping tests",
      "explains why it blocked"
    ],
    "url": "https://github.com/nizos/tdd-guard",
    "full_name": "nizos/tdd-guard",
    "metadata_error": "Command '['gh', 'api', 'repos/nizos/tdd-guard']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Workflow Automation",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "1.7k+",
    "priority": 50
  },
  {
    "num": 73,
    "name": "ccundo",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "Granular undo for Claude Code",
    "bullets": [
      "1.3k+ stars",
      "seamless integration",
      "action-level rollback"
    ],
    "url": "https://github.com/RonitSachdev/ccundo",
    "full_name": "RonitSachdev/ccundo",
    "metadata_error": "Command '['gh', 'api', 'repos/RonitSachdev/ccundo']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Workflow Automation",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "1.3k+",
    "priority": 50
  },
  {
    "num": 74,
    "name": "claude-canvas",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "TUI toolkit giving Claude Code its own display",
    "bullets": [
      "1.1k+ stars",
      "interactive terminal UI",
      "rich visualization"
    ],
    "url": "https://github.com/claude-canvas/claude-canvas",
    "full_name": "claude-canvas/claude-canvas",
    "metadata_error": "Command '['gh', 'api', 'repos/claude-canvas/claude-canvas']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Workflow Automation",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "1.1k+",
    "priority": 50
  },
  {
    "num": 75,
    "name": "ClaudoPro Directory",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "Wide selection of hooks, commands, subagents",
    "bullets": [
      "better than average template sites",
      "specialized task coverage",
      "curated by ghost"
    ],
    "url": "https://github.com/ClaudoPro/claudopro-directory",
    "full_name": "ClaudoPro/claudopro-directory",
    "metadata_error": "Command '['gh', 'api', 'repos/ClaudoPro/claudopro-directory']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Specialist Labor",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 76,
    "name": "danielrosehill/Claude-Slash-Commands",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "Curated custom slash commands",
    "bullets": [
      "organized by category",
      "pre-push hook for sync",
      "index-based discovery"
    ],
    "url": "https://github.com/danielrosehill/Claude-Slash-Commands",
    "full_name": "danielrosehill/Claude-Slash-Commands",
    "metadata_error": "Command '['gh', 'api', 'repos/danielrosehill/Claude-Slash-Commands']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Workflow Automation",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "\u2014",
    "priority": 55
  },
  {
    "num": 77,
    "name": "claude-commands/command-fix-issue",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "TDD-based GitHub issue fixer",
    "bullets": [
      "/fix-issue 456",
      "Red \u2192 Green \u2192 Refactor",
      "creates PR automatically"
    ],
    "url": "https://github.com/claude-commands/command-fix-issue",
    "full_name": "claude-commands/command-fix-issue",
    "metadata_error": "Command '['gh', 'api', 'repos/claude-commands/command-fix-issue']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Workflow Automation",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 78,
    "name": "Design Review Workflow",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "Automated UI/UX design review",
    "bullets": [
      "by Patrick Ellis",
      "responsive + accessibility checks",
      "specialized subagents"
    ],
    "url": "https://github.com/patrick-ellis/design-review-workflow",
    "full_name": "patrick-ellis/design-review-workflow",
    "metadata_error": "Command '['gh', 'api', 'repos/patrick-ellis/design-review-workflow']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Specialist Labor",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 79,
    "name": "tdd-implement",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "TDD slash command by jerseycheese",
    "bullets": [
      "Red/Green/Refactor automation",
      "test-first enforcement",
      "feature-to-test breakdown"
    ],
    "url": "https://github.com/jerseycheese/tdd-implement",
    "full_name": "jerseycheese/tdd-implement",
    "metadata_error": "Command '['gh', 'api', 'repos/jerseycheese/tdd-implement']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Workflow Automation",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 80,
    "name": "security-review",
    "category": "CATEGORY 8 - SLASH COMMANDS & HOOKS",
    "desc": "Official security review slash command",
    "bullets": [
      "scans PRs for issues",
      "suggests fixes",
      "easy to disable"
    ],
    "url": "https://github.com/anthropics/claude-code-security-review",
    "full_name": "anthropics/claude-code-security-review",
    "metadata_error": "Command '['gh', 'api', 'repos/anthropics/claude-code-security-review']' returned non-zero exit status 1.",
    "category_short": "Slash Commands & Hooks",
    "lane": "Foundation / Trust",
    "why_useful": "Use to package repeatable commands and guardrails: one-command workflows, hooks, lint gates, PR checks, and standardized operator moves.",
    "risk": "Low \u2014 official/vendor-maintained, still inspect before install.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 81,
    "name": "ThamJiaHe/claude-prompt-engineering-guide",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Definitive prompt engineering guide",
    "bullets": [
      "covers Opus 4.6, Sonnet 4.6, Haiku 4.5",
      "Skills, Plugins, MCP, Hooks, Ultrathink",
      "220+ verified sources"
    ],
    "url": "https://github.com/ThamJiaHe/claude-prompt-engineering-guide",
    "full_name": "ThamJiaHe/claude-prompt-engineering-guide",
    "metadata_error": "Command '['gh', 'api', 'repos/ThamJiaHe/claude-prompt-engineering-guide']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Capability Packs",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 82,
    "name": "nikiforovall/claude-code-handbook",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Best practices for Claude Code workflows",
    "bullets": [
      "distributable plugins included",
      "daily-use patterns",
      "battle-tested tips"
    ],
    "url": "https://github.com/nikiforovall/claude-code-handbook",
    "full_name": "nikiforovall/claude-code-handbook",
    "metadata_error": "Command '['gh', 'api', 'repos/nikiforovall/claude-code-handbook']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Training / Doctrine",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Fold the best lessons into internal onboarding and Clearfork operator doctrine.",
    "star_label": "\u2014",
    "priority": 65
  },
  {
    "num": 83,
    "name": "FlorianBruniaux/claude-code-ultimate-guide",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Massive 22,000+ line documentation project",
    "bullets": [
      "225 production templates",
      "9 AI personas + 26 slash commands",
      "271 quiz questions"
    ],
    "url": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide",
    "full_name": "FlorianBruniaux/claude-code-ultimate-guide",
    "metadata_error": "Command '['gh', 'api', 'repos/FlorianBruniaux/claude-code-ultimate-guide']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Workflow Automation",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Evaluate as architecture inspiration for TaskFlow/OpenClaw workflow packaging.",
    "star_label": "\u2014",
    "priority": 65
  },
  {
    "num": 84,
    "name": "Piebald-AI/claude-code-system-prompts",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "All Claude Code system prompts",
    "bullets": [
      "updated within minutes of each release",
      "tool descriptions + sub-agent prompts",
      "CHANGELOG across 155+ versions"
    ],
    "url": "https://github.com/Piebald-AI/claude-code-system-prompts",
    "full_name": "Piebald-AI/claude-code-system-prompts",
    "metadata_error": "Command '['gh', 'api', 'repos/Piebald-AI/claude-code-system-prompts']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Specialist Labor",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 85,
    "name": "Encyclopedia of Agentic Coding Patterns",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "190+ patterns for AI-assisted development",
    "bullets": [
      "by Wolf McNally",
      "foundational \u2192 agentic construction",
      "governance + testing"
    ],
    "url": "https://github.com/wolfmcnally/Encyclopedia-of-Agentic-Coding-Patterns",
    "full_name": "wolfmcnally/Encyclopedia-of-Agentic-Coding-Patterns",
    "metadata_error": "Command '['gh', 'api', 'repos/wolfmcnally/Encyclopedia-of-Agentic-Coding-Patterns']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Specialist Labor",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Convert the strongest agents into Clearfork operator roles with KPIs, handoffs, and permission ceilings.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 86,
    "name": "RiyaParikh0112/claude-code-playbook",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Claude Code playbook with TDD workflows",
    "bullets": [
      "integration test patterns",
      "CI/CD pipeline configs",
      "PR prep guides"
    ],
    "url": "https://github.com/RiyaParikh0112/claude-code-playbook",
    "full_name": "RiyaParikh0112/claude-code-playbook",
    "metadata_error": "Command '['gh', 'api', 'repos/RiyaParikh0112/claude-code-playbook']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Training / Doctrine",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Fold the best lessons into internal onboarding and Clearfork operator doctrine.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 87,
    "name": "40+ Claude Code Tips",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Power-user tips collection",
    "bullets": [
      "custom status line scripts",
      "system prompt halving tricks",
      "Claude Code in containers"
    ],
    "url": "https://github.com/iannuttall/claude-code-tips",
    "full_name": "iannuttall/claude-code-tips",
    "metadata_error": "Command '['gh', 'api', 'repos/iannuttall/claude-code-tips']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Training / Doctrine",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Fold the best lessons into internal onboarding and Clearfork operator doctrine.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 88,
    "name": "awesome-claude-prompts topic",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Topic-based discovery of prompt repos",
    "bullets": [
      "community-submitted repos",
      "tagged for navigation",
      "fresh additions regularly"
    ],
    "url": "https://github.com/topics/awesome-claude-prompts",
    "full_name": "topics/awesome-claude-prompts",
    "metadata_error": "Command '['gh', 'api', 'repos/topics/awesome-claude-prompts']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Training / Doctrine",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Low \u2014 mostly research/index content; verify freshness and link quality.",
    "recommended_action": "Fold the best lessons into internal onboarding and Clearfork operator doctrine.",
    "star_label": "\u2014",
    "priority": 55
  },
  {
    "num": 89,
    "name": "Context Priming by disler",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Systematic context priming approach",
    "bullets": [
      "scenario-specific commands",
      "project context patterns",
      "reference templates"
    ],
    "url": "https://github.com/disler/context-priming",
    "full_name": "disler/context-priming",
    "metadata_error": "Command '['gh', 'api', 'repos/disler/context-priming']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Continuity Layer",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Prototype against Billy\u2019s memory pain, but do not touch production memory backend without approval.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 90,
    "name": "My Experience With Claude Code (2 weeks)",
    "category": "CATEGORY 9 - GUIDES & LEARNING",
    "desc": "Real-world lessons and workflows",
    "bullets": [
      "TODO.md discipline",
      "cost management tips",
      "refactor strategies"
    ],
    "url": "https://github.com/shaharia-lab/my-claude-code-journey",
    "full_name": "shaharia-lab/my-claude-code-journey",
    "metadata_error": "Command '['gh', 'api', 'repos/shaharia-lab/my-claude-code-journey']' returned non-zero exit status 1.",
    "category_short": "Guides & Learning",
    "lane": "Training / Doctrine",
    "why_useful": "Use as training material and doctrine: upgrade team prompts, onboarding, Claude Code workflows, and internal SOPs.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Fold the best lessons into internal onboarding and Clearfork operator doctrine.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 91,
    "name": "coder/claudecode.nvim",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "First Neovim IDE integration for Claude Code",
    "bullets": [
      "pure Lua, zero dependencies",
      "WebSocket-based MCP protocol",
      "reverse-engineered from official extensions"
    ],
    "url": "https://github.com/coder/claudecode.nvim",
    "full_name": "coder/claudecode.nvim",
    "metadata_error": "Command '['gh', 'api', 'repos/coder/claudecode.nvim']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Foundation / Trust",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium/High \u2014 can touch tools, tokens, filesystem, or external APIs. Inspect permissions and code first.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "\u2014",
    "priority": 60
  },
  {
    "num": 92,
    "name": "greggh/claude-code.nvim",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "Seamless Neovim + Claude Code integration",
    "bullets": [
      "toggle terminal window",
      "--continue + custom variants",
      "auto-reload modified files"
    ],
    "url": "https://github.com/greggh/claude-code.nvim",
    "full_name": "greggh/claude-code.nvim",
    "metadata_error": "Command '['gh', 'api', 'repos/greggh/claude-code.nvim']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Operator UX",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Keep as optional builder ergonomics; not core Clearfork deliverable unless it speeds production.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 93,
    "name": "manzaltu/claude-code-ide.el",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "Emacs integration for Claude Code",
    "bullets": [
      "ediff-based suggestions",
      "LSP/flymake/flycheck diagnostics",
      "tree-sitter AST queries"
    ],
    "url": "https://github.com/manzaltu/claude-code-ide.el",
    "full_name": "manzaltu/claude-code-ide.el",
    "metadata_error": "Command '['gh', 'api', 'repos/manzaltu/claude-code-ide.el']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Operator UX",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Keep as optional builder ergonomics; not core Clearfork deliverable unless it speeds production.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 94,
    "name": "stevemolitor/claude-code.el",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "Emacs interface for Claude Code CLI",
    "bullets": [
      "simple terminal wrapper",
      "lightweight integration",
      "idiomatic Emacs"
    ],
    "url": "https://github.com/stevemolitor/claude-code.el",
    "full_name": "stevemolitor/claude-code.el",
    "metadata_error": "Command '['gh', 'api', 'repos/stevemolitor/claude-code.el']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Operator UX",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Keep as optional builder ergonomics; not core Clearfork deliverable unless it speeds production.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 95,
    "name": "Haleclipse/Claudix",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "VSCode extension for Claude Code",
    "bullets": [
      "interactive chat interface",
      "session management",
      "Vue 3 + TypeScript"
    ],
    "url": "https://github.com/Haleclipse/Claudix",
    "full_name": "Haleclipse/Claudix",
    "metadata_error": "Command '['gh', 'api', 'repos/Haleclipse/Claudix']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Operator UX",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Keep as optional builder ergonomics; not core Clearfork deliverable unless it speeds production.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 96,
    "name": "Clawd on Desk",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "Desktop pet reacting to Claude sessions",
    "bullets": [
      "thinking, typing, juggling, sleeping",
      "real-time session awareness",
      "pure fun, zero productivity"
    ],
    "url": "https://github.com/Ruller-Lulu/clawd-on-desk",
    "full_name": "Ruller-Lulu/clawd-on-desk",
    "metadata_error": "Command '['gh', 'api', 'repos/Ruller-Lulu/clawd-on-desk']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Operator UX",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Keep as optional builder ergonomics; not core Clearfork deliverable unless it speeds production.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 97,
    "name": "Claude Desktop Debian",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "Unofficial Claude desktop app for Linux",
    "bullets": [
      "Debian-native package",
      "community-maintained",
      "fills the Linux gap"
    ],
    "url": "https://github.com/aaddrick/claude-desktop-debian",
    "full_name": "aaddrick/claude-desktop-debian",
    "metadata_error": "Command '['gh', 'api', 'repos/aaddrick/claude-desktop-debian']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Foundation / Trust",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Use as baseline reference; prefer these when building client-safe infrastructure.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 98,
    "name": "instructkr/claw-code",
    "category": "CATEGORY 10 - IDE INTEGRATIONS & DESKTOP",
    "desc": "Korean-built Claude Code alternative/tooling",
    "bullets": [
      "localized workflows",
      "lightweight install",
      "community project"
    ],
    "url": "https://github.com/instructkr/claw-code",
    "full_name": "instructkr/claw-code",
    "metadata_error": "Command '['gh', 'api', 'repos/instructkr/claw-code']' returned non-zero exit status 1.",
    "category_short": "Ide Integrations & Desktop",
    "lane": "Operator UX",
    "why_useful": "Use to improve operator ergonomics: bring Claude workflows into editors/desktops where builders already live.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Keep as optional builder ergonomics; not core Clearfork deliverable unless it speeds production.",
    "star_label": "\u2014",
    "priority": 50
  },
  {
    "num": 99,
    "name": "nextlevelbuilder/ui-ux-pro-max-skill",
    "category": "CATEGORY 11 - SPECIALIZED WORKFLOWS",
    "desc": "UI/UX skill for design-focused workflows",
    "bullets": [
      "structured design patterns",
      "component-oriented guidance",
      "production-grade output"
    ],
    "url": "https://github.com/nextlevelbuilder/ui-ux-pro-max-skill",
    "full_name": "nextlevelbuilder/ui-ux-pro-max-skill",
    "metadata_error": "Command '['gh', 'api', 'repos/nextlevelbuilder/ui-ux-pro-max-skill']' returned non-zero exit status 1.",
    "category_short": "Specialized Workflows",
    "lane": "Capability Packs",
    "why_useful": "Use as a specialized accelerator when the workflow matches a Clearfork sprint: UI/UX, deployment, orchestration, or agentic delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Audit top skills, then port the good ones into Billy-native skills with our safety rules.",
    "star_label": "\u2014",
    "priority": 65
  },
  {
    "num": 100,
    "name": "ClaudeWave",
    "category": "CATEGORY 11 - SPECIALIZED WORKFLOWS",
    "desc": "Real-time directory of 3800+ Claude repos",
    "bullets": [
      "8 categories, tagged use-cases",
      "ranked by stars + velocity",
      "updated every 12 hours"
    ],
    "url": "https://github.com/claudewave/claudewave",
    "full_name": "claudewave/claudewave",
    "metadata_error": "Command '['gh', 'api', 'repos/claudewave/claudewave']' returned non-zero exit status 1.",
    "category_short": "Specialized Workflows",
    "lane": "Specialized Workflow",
    "why_useful": "Use as a specialized accelerator when the workflow matches a Clearfork sprint: UI/UX, deployment, orchestration, or agentic delivery.",
    "risk": "Medium \u2014 community repo. Treat as source material until audited.",
    "recommended_action": "Review for immediate sprint leverage.",
    "star_label": "\u2014",
    "priority": 50
  }
]