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    "description": "Search free commercial-use creative assets across multiple online sources — photos, illustrations, icons, video footage, music, sound effects, and fonts. Use when the user needs to find assets for videos, PPTs, articles, or any content creation. Trigger on phrases like \"find me a photo of\", \"search for icons\", \"I need background music\", \"find video footage\", \"search fonts\", \"找一张图片\", \"搜素材\", \"帮我找图标/视频/音乐/字体\". Covers Pexels, Unsplash, Pixabay, Iconify, Freesound, Google Fonts and more — with API-backed search where available.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
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        "engineering",
        "content",
        "research"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/assetseeker/skills/assetseeker/SKILL.md",
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    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
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    },
    "name": "assetseeker",
    "path": "plugins/assetseeker/skills/assetseeker",
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      "adoption": 55,
      "maintenance": 100,
      "overall": 93,
      "quality": 100,
      "reasons": [
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        "No repository license detected."
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      "security": 100
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    "security": {
      "findings": [],
      "score": 100
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      "warnings": [
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    "stars": 44
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    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/asta/skills/asta-skill",
    "compatibility": null,
    "description": "Domain expertise for Ai2 Asta MCP tools (Semantic Scholar corpus). Intent-to-tool routing, safe defaults, workflow patterns, and pitfall warnings for academic paper search, citation traversal, and author discovery.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
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        "productivity",
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        "research"
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      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/asta/skills/asta-skill/SKILL.md",
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    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
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    "metadata": {
      "author": "Agents365-ai",
      "compatibility": "Requires an MCP-capable host (Claude Code, Codex, Cursor, Windsurf, Hermes, OpenClaw/ClawHub) with the Asta MCP server registered at https://asta-tools.allen.ai/mcp/v1 using an x-api-key header. The skill does not make HTTP calls itself.",
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      "pimo": "{'category': 'research', 'tags': ['asta', 'semantic-scholar', 'academic', 'paper-search', 'citation', 'mcp']}",
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    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 93,
      "quality": 100,
      "reasons": [
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      "security": 100
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    "security": {
      "findings": [],
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      "valid": true,
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    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
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        "engineering",
        "data",
        "research"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/bangumi-frames/skills/bangumi-frames/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
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    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": "MIT",
    "metadata": {
      "author": "Agents365-ai",
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    "path": "plugins/bangumi-frames/skills/bangumi-frames",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
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    "canonical_key": "agents365-ai/365-skills:plugins/bbc/skills/bbc-skill",
    "compatibility": null,
    "description": "Fetch Bilibili (哔哩哔哩) video comments for UP主 self-analysis. Use when the user asks to collect, download, export, or analyze comments on a Bilibili video (BV号 / URL / UID). Produces JSONL + summary.json suitable for further Claude Code analysis (sentiment, keywords, audience trends). Read-only; does not post/edit/delete.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
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        "engineering",
        "productivity",
        "content",
        "data"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/bbc/skills/bbc-skill/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
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    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": "MIT",
    "metadata": {
      "hermes": "{'category': 'data', 'tags': ['bilibili', 'comments', 'up主', 'scraping', 'chinese']}",
      "openclaw": "{'requires': {'bins': ['python3']}, 'emoji': '💬'}",
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    "path": "plugins/bbc/skills/bbc-skill",
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    "stars": 44
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    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/drawio/skills/drawio-skill",
    "compatibility": "Requires draw.io desktop app CLI on PATH (macOS/Linux/Windows). Self-check step requires a vision-enabled model (e.g., Claude Sonnet/Opus); gracefully skipped if unavailable. Optional auto-layout (scripts/autolayout.py) needs Graphviz (dot).",
    "description": "Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, SysML / MBSE diagrams (block definition, internal block, requirement, parametric), BPMN business process diagrams, swimlane / cross-functional flowcharts, network topology, cloud architecture from Terraform or Kubernetes manifests, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Best suited when the diagram needs custom styling, rich shape vocabulary, swimlanes, or exportable images (PNG/SVG/PDF/JPG). Generates .drawio XML and exports locally via the native draw.io desktop CLI.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "devops",
        "content",
        "design",
        "engineering"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "compatibility metadata names Claude"
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      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/drawio/skills/drawio-skill/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
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      "tree_files_scanned": 52
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    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": "MIT",
    "metadata": {
      "author": "Agents365-ai",
      "hermes": "{'tags': ['drawio', 'diagram', 'flowchart', 'architecture', 'visualization', 'uml'], 'category': 'design', 'requires_tools': ['drawio', 'draw.io'], 'related_skills': ['mermaid', 'excalidraw', 'plantuml']}",
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    "repo_default_branch": "main",
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    "repo_url": "https://github.com/Agents365-ai/365-skills",
    "resources": {
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      "references": 13,
      "scripts": 38
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    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 88,
      "quality": 93,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 90
    },
    "security": {
      "findings": [
        {
          "evidence": "sudo apt install graphviz",
          "file": "references/autolayout.md",
          "line": 17,
          "message": "Requests elevated operating-system privileges.",
          "rule": "sudo",
          "severity": "medium"
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      ],
      "score": 90
    },
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      "valid": true,
      "warnings": [
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    "stars": 44
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/excalidraw/skills/excalidraw-skill",
    "compatibility": null,
    "description": "Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .excalidraw files and exports to PNG/SVG via Kroki API or locally using excalidraw-brute-export-cli.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
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        "engineering",
        "content",
        "data"
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      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/excalidraw/skills/excalidraw-skill/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
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      "tree_files_scanned": 3
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    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": null,
    "metadata": {
      "openclaw": "{'requires': {'bins': ['curl']}, 'emoji': '🎨'}",
      "version": "1.3.0"
    },
    "name": "excalidraw",
    "path": "plugins/excalidraw/skills/excalidraw-skill",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Agents365-ai/365-skills",
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    "resources": {
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      "references": 1,
      "scripts": 1
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    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 83,
      "quality": 70,
      "reasons": [
        "Open Agent Skills specification errors reduce quality confidence.",
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
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      "score": 100
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      "errors": [
        "name must match the parent directory name"
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      "valid": false,
      "warnings": [
        "metadata values should be strings according to the open specification"
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    "stars": 44
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/imagencn/skills/imagencn",
    "compatibility": null,
    "description": "Multi-platform AI image generation via DashScope/Ark/Hunyuan/Zhipu/StepFun plus Grok/OpenAI/Gemini/FLUX (international), specializing in Chinese text rendering and photorealistic images",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
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        "engineering",
        "content",
        "devops"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/imagencn/skills/imagencn/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 12
    },
    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": null,
    "metadata": {
      "openclaw": "{'requires': {'bins': ['python3'], 'env': ['DASHSCOPE_API_KEY']}, 'primaryEnv': 'DASHSCOPE_API_KEY', 'emoji': '🎨'}"
    },
    "name": "imagencn",
    "path": "plugins/imagencn/skills/imagencn",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Agents365-ai/365-skills",
    "repo_url": "https://github.com/Agents365-ai/365-skills",
    "resources": {
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      "other": 0,
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      "scripts": 10
    },
    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 93,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
    },
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      "valid": true,
      "warnings": [
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    "stars": 44
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    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/journal-abbrev/skills/journal-abbrev",
    "compatibility": null,
    "description": "Use when looking up journal or magazine name abbreviations, converting between full names and ISO 4/MEDLINE abbreviations, processing BibTeX files for journal name standardization, or answering questions about 期刊缩写/杂志缩写. Triggers on \"journal abbreviation\", \"abbreviate journal\", \"journal name\", \"期刊缩写\", \"杂志缩写\", \"ISO 4\", \"LTWA\", \"BibTeX journal\". PROACTIVELY USE when user mentions citation formatting, reference list preparation, or manuscript submission to specific journals.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "data",
        "engineering",
        "research",
        "content"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/journal-abbrev/skills/journal-abbrev/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 2
    },
    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": null,
    "metadata": {
      "openclaw": "{'requires': {'bins': ['python3']}, 'emoji': '📖', 'homepage': 'https://github.com/Agents365-ai/journal-abbrev', 'os': ['macos', 'linux', 'windows']}",
      "version": "1.3.1"
    },
    "name": "journal-abbrev",
    "path": "plugins/journal-abbrev/skills/journal-abbrev",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Agents365-ai/365-skills",
    "repo_url": "https://github.com/Agents365-ai/365-skills",
    "resources": {
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      "other": 1,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 93,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
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      "valid": true,
      "warnings": [
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    "stars": 44
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      "Glob,",
      "Grep"
    ],
    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/journal-if/skills/journal-if",
    "compatibility": null,
    "description": "Use when looking up journal impact factors (JCR IF), checking a journal's impact factor by name, comparing IF across journals, or answering questions about \"影响因子\" / \"impact factor\" / \"IF\". Triggers on \"impact factor\", \"journal IF\", \"影响因子\", \"JCR\", \"IF score\", \"journal rank\", \"which journal has higher IF\", \"what is the IF of\". PROACTIVELY USE when user mentions journal prestige, publication venue quality, or manuscript submission target evaluation.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "engineering",
        "content",
        "data",
        "research"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/journal-if/skills/journal-if/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
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    "discovery_source": "repo-search:topic:agent-skills",
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        "data",
        "design",
        "engineering"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/target-prioritization/skills/target-prioritization/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
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    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": null,
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      "openclaw": "{'requires': {'bins': ['python3', 'curl']}, 'emoji': '🎯'}",
      "version": "0.5.0"
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    "name": "target-prioritization",
    "path": "plugins/target-prioritization/skills/target-prioritization",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Agents365-ai/365-skills",
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      "other": 1,
      "references": 1,
      "scripts": 8
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    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 91,
      "quality": 93,
      "reasons": [
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        "No repository license detected."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": [
        "metadata values should be strings according to the open specification"
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    "stars": 44
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    "canonical_key": "agents365-ai/365-skills:plugins/tldraw/skills/tldraw-skill",
    "compatibility": "Requires Node.js + @kitschpatrol/tldraw-cli on PATH (macOS/Linux/Windows). Self-check step requires a vision-enabled model (e.g., Claude Sonnet/Opus); gracefully skipped if unavailable.",
    "description": "Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .tldr JSON files and exports to PNG/SVG locally using @kitschpatrol/tldraw-cli.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
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        "engineering",
        "content",
        "data"
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      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/tldraw/skills/tldraw-skill/SKILL.md",
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    "license": "MIT",
    "metadata": {
      "author": "Agents365-ai",
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      "maintenance": 100,
      "overall": 93,
      "quality": 100,
      "reasons": [
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        "No repository license detected."
      ],
      "security": 100
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    "security": {
      "findings": [],
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      "valid": true,
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    "stars": 44
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    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/ttscn/skills/ttscn",
    "compatibility": null,
    "description": "Multi-platform Chinese & multilingual TTS text-to-speech via Edge/Doubao/CosyVoice/Qwen3/StepFun/GLM-TTS/Azure/Tencent/Baidu/MiniMax/Xunfei plus ElevenLabs/OpenAI/Google/Atlas Cloud — 15 backends, word-level timestamps, [PAUSE:x] pause markers, pinyin pronunciation overrides",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "engineering",
        "design",
        "devops",
        "productivity"
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      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/ttscn/skills/ttscn/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
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      "tree_files_scanned": 24
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    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": null,
    "metadata": {
      "openclaw": "{'requires': {'bins': ['python3', 'ffmpeg']}, 'emoji': '🔊'}"
    },
    "name": "ttscn",
    "path": "plugins/ttscn/skills/ttscn",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Agents365-ai/365-skills",
    "repo_url": "https://github.com/Agents365-ai/365-skills",
    "resources": {
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      "scripts": 23
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    "score": {
      "adoption": 55,
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      "overall": 93,
      "quality": 100,
      "reasons": [
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      "valid": true,
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    "stars": 44
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/video-podcast-maker/skills/video-podcast-maker",
    "compatibility": null,
    "description": "Use when the user gives a topic and wants an automated topic-driven narrated explainer, podcast, or knowledge-summary video (Bilibili / YouTube / Xiaohongshu / Douyin / WeChat Channels), or asks to learn visual design patterns from a reference video/image. Trigger when the user mentions creating a knowledge video, narrated explainer, video podcast, or animated infographic-style video from a topic — even if they don't say \"video podcast\" explicitly. Also trigger when the user wants to regenerate, re-render, rebuild, update, or iterate on a narrated video this skill already produced — e.g. they edited the script/prompt, changed the visuals, or swapped the background music and want the final video remade (reuse the existing videos/{name}/ directory, never start a new project). Do NOT trigger for generic video editing, trimming, format conversion, color grading, or non-narrative video tasks. Produces 4K video via research → script → TTS → Remotion → MP4 + BGM.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "engineering",
        "design",
        "content",
        "research"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/video-podcast-maker/skills/video-podcast-maker/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 53
    },
    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": null,
    "metadata": {
      "openclaw": "{'requires': {'bins': ['python3', 'ffmpeg', 'node', 'npx'], 'env': ['AZURE_SPEECH_KEY', 'DASHSCOPE_API_KEY', 'VOLCENGINE_APPID', 'VOLCENGINE_ACCESS_TOKEN', 'TENCENT_SECRET_ID', 'TENCENT_SECRET_KEY', 'BAIDU_APP_ID', 'BAIDU_API_KEY', 'BAIDU_SECRET_KEY', 'MINIMAX_API_KEY', 'XUNFEI_APP_ID', 'XUNFEI_API_KEY', 'XUNFEI_API_SECRET', 'ELEVENLABS_API_KEY', 'OPENAI_API_KEY', 'GOOGLE_TTS_API_KEY']}, 'emoji': '🎬', 'homepage': 'https://github.com/Agents365-ai/video-podcast-maker', 'os': ['macos', 'linux'], 'install': [{'kind': 'brew', 'formula': 'ffmpeg', 'bins': ['ffmpeg']}]}"
    },
    "name": "video-podcast-maker",
    "path": "plugins/video-podcast-maker/skills/video-podcast-maker",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
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      "other": 10,
      "references": 12,
      "scripts": 26
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    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 81,
      "quality": 93,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected.",
        "Static safety scan found commands that need human review before execution."
      ],
      "security": 66
    },
    "security": {
      "findings": [
        {
          "evidence": "sudo apt install fonts-noto-cjk",
          "file": "references/troubleshooting.md",
          "line": 167,
          "message": "Requests elevated operating-system privileges.",
          "rule": "sudo",
          "severity": "medium"
        },
        {
          "evidence": "rm -rf node_modules/.remotion",
          "file": "references/troubleshooting.md",
          "line": 189,
          "message": "Uses recursive forced deletion.",
          "rule": "recursive-delete",
          "severity": "high"
        }
      ],
      "score": 66
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": [
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      ]
    },
    "stars": 44
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/videogencn/skills/videogencn",
    "compatibility": null,
    "description": "Use when generating video clips with Chinese video models — text-to-video (文生视频), image-to-video (图生视频), first/last-frame and reference-to-video across 4 platforms: Bailian (Wan/PixVerse/Kling/Vidu/HappyHorse), Jimeng (doubao-seedance), MiniMax (Hailuo), Hunyuan (hy-video)",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "design",
        "content",
        "engineering",
        "productivity"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/videogencn/skills/videogencn/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 8
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    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": null,
    "metadata": {
      "openclaw": "{'requires': {'bins': ['python3'], 'env': ['DASHSCOPE_API_KEY']}, 'primaryEnv': 'DASHSCOPE_API_KEY', 'emoji': '🎬'}"
    },
    "name": "videogencn",
    "path": "plugins/videogencn/skills/videogencn",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
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      "scripts": 7
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    "score": {
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      "overall": 93,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
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    "security": {
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      "score": 100
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      "valid": true,
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    "stars": 44
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    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/xfetch/skills/xfetch-skill",
    "compatibility": "Requires Python >= 3.10 and the twikit package (pip install twikit). Needs the user's own X/Twitter session cookies.",
    "description": "Fetch and export public X (Twitter) data with a self-contained Python CLI built on the twikit library — no developer API keys, just the user's own login cookies. Covers user profiles, a user's tweets/replies/likes, single tweets, threads, search, followers/following, home/bookmark timelines, with JSON/JSONL/CSV/SQLite output and resumable pagination. Use whenever the user wants to scrape, download, collect, archive, monitor, or analyze tweets or X/Twitter accounts, export a timeline or follower list to a file or dataset, pull X data for research, or build a tweet corpus — even if they don't name the tool. Requires the user's own X login cookies (auth_token + ct0, or username/password login).",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "engineering",
        "data",
        "design",
        "research"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/xfetch/skills/xfetch-skill/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 5
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    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": "MIT",
    "metadata": {
      "openclaw": "{'requires': {'bins': ['python3']}, 'emoji': '🐦', 'os': ['darwin', 'linux', 'win32']}"
    },
    "name": "xfetch",
    "path": "plugins/xfetch/skills/xfetch-skill",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Agents365-ai/365-skills",
    "repo_url": "https://github.com/Agents365-ai/365-skills",
    "resources": {
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      "references": 1,
      "scripts": 2
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    "score": {
      "adoption": 55,
      "maintenance": 100,
      "overall": 83,
      "quality": 70,
      "reasons": [
        "Open Agent Skills specification errors reduce quality confidence.",
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [
        "name must match the parent directory name"
      ],
      "valid": false,
      "warnings": [
        "metadata values should be strings according to the open specification"
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    "stars": 44
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      "Bash(whisper:*)",
      "Bash(yt-dlp:*)",
      "Bash(git:*)",
      "Read",
      "Write",
      "Edit"
    ],
    "archived": false,
    "canonical_key": "agents365-ai/365-skills:plugins/yt2bb/skills/yt2bb",
    "compatibility": "Requires Python 3, ffmpeg, yt-dlp, whisper (openai-whisper) on PATH. Self-check steps that need vision are gracefully skipped if unavailable.",
    "description": "Use when the user wants to repurpose a YouTube video for Bilibili, add bilingual (English-Chinese) subtitles to a video, or create hardcoded subtitle versions for Chinese platforms.",
    "discovery_source": "repo-search:topic:agent-skills",
    "evidence": {
      "categories": [
        "engineering",
        "design",
        "content",
        "data"
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      "client_compatibility_evidence": {
        "OpenAI Codex": [
          "compatibility metadata names Codex/OpenAI"
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/Agents365-ai/365-skills/blob/main/plugins/yt2bb/skills/yt2bb/SKILL.md",
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    "forks": 11,
    "indexed_at": "2026-09-10T05:53:54.002733+00:00",
    "license": "MIT",
    "metadata": {
      "author": "Agents365-ai",
      "claude-code": "{'allowed-tools': 'Bash(python3:*) Bash(ffmpeg:*) Bash(whisper:*) Bash(yt-dlp:*) Bash(git:*) Read Write Edit'}",
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      "codex": "{'requires': {'bins': ['python3', 'ffmpeg', 'yt-dlp', 'whisper']}, 'allowed-tools': ['bash', 'read', 'write', 'edit']}",
      "hermes": "{'tags': ['youtube', 'bilibili', 'subtitles', 'bilingual', 'video', 'localization', 'whisper', 'yt-dlp'], 'category': 'media', 'requires_tools': ['python3', 'ffmpeg', 'yt-dlp', 'whisper'], 'related_skills': ['ffmpeg', 'video-podcast-maker']}",
      "openclaw": "{'requires': {'bins': ['python3', 'ffmpeg', 'yt-dlp', 'whisper']}, 'emoji': '🎬', 'os': ['darwin', 'linux', 'win32'], 'install': [{'id': 'brew-ffmpeg', 'kind': 'brew', 'formula': 'ffmpeg', 'bins': ['ffmpeg'], 'label': 'Install ffmpeg via Homebrew', 'os': ['darwin']}, {'id': 'apt-ffmpeg', 'kind': 'apt', 'package': 'ffmpeg', 'bins': ['ffmpeg'], 'label': 'Install ffmpeg via apt', 'os': ['linux']}, {'id': 'brew-ytdlp', 'kind': 'brew', 'formula': 'yt-dlp', 'bins': ['yt-dlp'], 'label': 'Install yt-dlp via Homebrew', 'os': ['darwin']}, {'id': 'pip-ytdlp', 'kind': 'pip', 'package': 'yt-dlp', 'bins': ['yt-dlp'], 'label': 'Install yt-dlp via pip', 'os': ['linux', 'win32']}, {'id': 'pip-whisper', 'kind': 'pip', 'package': 'openai-whisper', 'bins': ['whisper'], 'label': 'Install openai-whisper via pip'}]}",
      "pi": "{'requires': {'bins': ['python3', 'ffmpeg', 'yt-dlp', 'whisper']}, 'allowed-tools': ['bash', 'read', 'write', 'edit']}",
      "skillsmp": "{'topics': ['claude-code', 'claude-code-skill', 'claude-skills', 'agent-skills', 'skillsmp', 'openclaw', 'openclaw-skills', 'skill-md', 'pi-coding-agent', 'youtube', 'bilibili', 'subtitles', 'video']}",
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    "name": "yt2bb",
    "path": "plugins/yt2bb/skills/yt2bb",
    "pushed_at": "2026-09-10T05:52:54+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Agents365-ai/365-skills",
    "repo_url": "https://github.com/Agents365-ai/365-skills",
    "resources": {
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      "scripts": 0
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      "maintenance": 100,
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      "quality": 100,
      "reasons": [
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        "No repository license detected.",
        "Static safety scan found commands that need human review before execution."
      ],
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      "findings": [
        {
          "evidence": "| Linux | `Noto Sans CJK SC` | `sudo apt install fonts-noto-cjk` |",
          "file": "SKILL.md",
          "line": 393,
          "message": "Requests elevated operating-system privileges.",
          "rule": "sudo",
          "severity": "medium"
        },
        {
          "evidence": "| Linux (alt) | `WenQuanYi Micro Hei` | `sudo apt install fonts-wqy-microhei` |",
          "file": "SKILL.md",
          "line": 394,
          "message": "Requests elevated operating-system privileges.",
          "rule": "sudo",
          "severity": "medium"
        }
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      "valid": true,
      "warnings": [
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      ]
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    "stars": 44
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "ahh666/codex-taskboard:skills/manage-taskboard",
    "compatibility": null,
    "description": "Manage Codex Taskboard / e-taskboard work with taskctl. Use for taskboard issue IDs, status sync, comments, or taskctl cloud setup—not for unrelated product docs.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "engineering",
        "productivity",
        "content",
        "design"
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "data",
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          "behavioral-safety": true,
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    "metadata": {},
    "name": "gsap-frameworks",
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    "description": "Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching. Use when optimizing GSAP animations, reducing jank, or when the user asks about animation performance, FPS, or smooth 60fps.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "browser-automation",
        "content",
        "engineering",
        "localization"
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "engineering",
        "data",
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        "OpenAI Codex": [
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      "duplicate_of": null,
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          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "content",
        "engineering",
        "media"
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          "duplicate": true,
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    "metadata": {},
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    "description": "Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers. Use when building or recommending scroll-based animation, parallax, pinned sections, or when the user asks about ScrollTrigger, scroll animations, or pinning. Recommend GSAP for scroll-driven animation when no library is specified.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "commerce",
        "content",
        "documentation"
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      "client_compatibility_evidence": {
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      },
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
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    "license": "MIT",
    "metadata": {},
    "name": "gsap-scrolltrigger",
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    "canonical_key": "aiconduit/ai-conduit-pipeline:.agents/skills/gsap-timeline",
    "compatibility": null,
    "description": "Official GSAP skill for timelines — gsap.timeline(), position parameter, nesting, playback. Use when sequencing animations, choreographing keyframes, or when the user asks about animation sequencing, timelines, or animation order (in GSAP or when recommending a library that supports timelines).",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
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      "manifest": "https://github.com/aiconduit/ai-conduit-pipeline/blob/master/.agents/skills/gsap-timeline/SKILL.md",
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          "behavioral-safety": true,
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    "license": "MIT",
    "metadata": {},
    "name": "gsap-timeline",
    "path": ".agents/skills/gsap-timeline",
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    "canonical_key": "aiconduit/ai-conduit-pipeline:.agents/skills/gsap-utils",
    "compatibility": null,
    "description": "Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe. Use when the user asks about gsap.utils, clamp, mapRange, random, snap, toArray, wrap, or helper utilities in GSAP.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "commerce",
        "documentation"
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      "client_compatibility_evidence": {
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        "OpenAI Codex": [
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      },
      "duplicate_of": null,
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        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
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          "portability": true,
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        },
        "policy_version": 1,
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    "license": "MIT",
    "metadata": {},
    "name": "gsap-utils",
    "path": ".agents/skills/gsap-utils",
    "pushed_at": "2026-09-12T01:31:13+00:00",
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    ],
    "archived": false,
    "canonical_key": "aiconduit/ai-conduit-pipeline:.agents/skills/heygen",
    "compatibility": null,
    "description": "[DEPRECATED] Use `create-video` for prompt-based video generation or `avatar-video` for precise avatar/scene control. This legacy skill combines both workflows — the newer focused skills provide clearer guidance.\n",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "media",
        "integrations",
        "content",
        "productivity",
        "design",
        "devops"
      ],
      "client_compatibility_evidence": {
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      },
      "duplicate_of": null,
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      "qualification": {
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "content",
        "engineering",
        "data",
        "integrations",
        "productivity"
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      "client_compatibility_evidence": {
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    "compatibility": null,
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "data",
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      ],
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "media",
        "content",
        "devops",
        "data",
        "design",
        "documents"
      ],
      "client_compatibility_evidence": {
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
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        "content",
        "media",
        "research",
        "engineering",
        "commerce",
        "design"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
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        "OpenAI Codex": [
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          "resource-integrity": true,
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        "content",
        "design",
        "media",
        "documentation"
      ],
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    "description": "Trigger when: (1) User mentions \"manimgl\" or \"ManimGL\" or \"3b1b manim\", (2) Code contains `from manimlib import *`, (3) User runs `manimgl` CLI commands, (4) Working with InteractiveScene, self.frame, self.embed(), ShowCreation(), or ManimGL-specific patterns.\n\nBest practices for ManimGL (Grant Sanderson's 3Blue1Brown version) - OpenGL-based animation engine with interactive development. Covers InteractiveScene, Tex with t2c, camera frame control, interactive mode (-se flag), 3D rendering, and checkpoint_paste() workflow.\n\nNOT for Manim Community Edition (which uses `manim` imports and `manim` CLI).",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "content",
        "productivity",
        "media",
        "ai-ml",
        "testing"
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        "GitHub Copilot": [
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        "OpenAI Codex": [
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        ]
      },
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      "qualification": {
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    "compatibility": "Requires internet access and an ElevenLabs API key (ELEVENLABS_API_KEY).",
    "description": "Generate music using ElevenLabs Music API. Use when creating instrumental tracks, songs with lyrics, background music, jingles, or any AI-generated music composition. Supports prompt-based generation, composition plans for granular control, and detailed output with metadata.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "content",
        "documentation",
        "media"
      ],
      "client_compatibility_evidence": {
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        "OpenAI Codex": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/aiconduit/ai-conduit-pipeline/blob/master/.agents/skills/music/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
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          "resource-integrity": true,
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alizaouane/dev-agent:skills/drift-check",
    "compatibility": null,
    "description": "Use after implementation to detect scope drift — compares the actual diff against the spec's declared scope and flags out-of-scope changes (excluding configured trivial-cleanup categories).",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
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    "forks": 0,
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    "license": null,
    "metadata": {},
    "name": "drift-check",
    "path": "skills/drift-check",
    "pushed_at": "2026-09-10T11:07:17+00:00",
    "repo_default_branch": "main",
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      "adoption": 10,
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        "Repository includes test evidence.",
        "No repository license detected."
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      "security": 100
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    "security": {
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    "stars": 0
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alizaouane/dev-agent:skills/elicit",
    "compatibility": null,
    "description": "Push a just-written section to be better. Use when a section of a spec, plan, or PM scope feels first-draft — surfaces missing edge cases, hidden assumptions, weaker framings, adversarial perspectives. Invoked from start-feature Phase 1/2 per-section, or stand-alone against any document the user names. Returns control to the caller cleanly when the user types `x`.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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        "engineering",
        "content",
        "productivity",
        "research"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alizaouane/dev-agent/blob/main/skills/elicit/SKILL.md",
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      "tree_files_scanned": 2
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    "forks": 0,
    "indexed_at": "2026-09-10T11:17:22.027568+00:00",
    "license": null,
    "metadata": {},
    "name": "elicit",
    "path": "skills/elicit",
    "pushed_at": "2026-09-10T11:07:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "alizaouane/dev-agent",
    "repo_url": "https://github.com/alizaouane/dev-agent",
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      "other": 1,
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    },
    "score": {
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      "maintenance": 100,
      "overall": 86,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
    },
    "security": {
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    "spec": {
      "errors": [],
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      "warnings": []
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    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alizaouane/dev-agent:skills/notify",
    "compatibility": null,
    "description": "Use to fan out gate-transition notifications across push (ntfy/pushover/slack), email (resend), GitHub issue comment, and the project status file. Wraps lib/notify.ts.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
        "engineering",
        "productivity",
        "security"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alizaouane/dev-agent/blob/main/skills/notify/SKILL.md",
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      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
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    "forks": 0,
    "indexed_at": "2026-09-10T11:17:22.027568+00:00",
    "license": null,
    "metadata": {},
    "name": "notify",
    "path": "skills/notify",
    "pushed_at": "2026-09-10T11:07:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "alizaouane/dev-agent",
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    "score": {
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      "overall": 86,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alizaouane/dev-agent:skills/orchestrator",
    "compatibility": null,
    "description": "Use to advance a dev-agent feature issue through its state machine — knows the canonical state transitions, gate semantics, and which workflow runs at each transition.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
        "content",
        "devops",
        "engineering",
        "productivity"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alizaouane/dev-agent/blob/main/skills/orchestrator/SKILL.md",
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      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
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    "forks": 0,
    "indexed_at": "2026-09-10T11:17:22.027568+00:00",
    "license": null,
    "metadata": {},
    "name": "orchestrator",
    "path": "skills/orchestrator",
    "pushed_at": "2026-09-10T11:07:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "alizaouane/dev-agent",
    "repo_url": "https://github.com/alizaouane/dev-agent",
    "resources": {
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    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
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      "quality": 100,
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        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
    },
    "security": {
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      "errors": [],
      "valid": true,
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    "stars": 0
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alizaouane/dev-agent:skills/quick-dev",
    "compatibility": null,
    "description": "Fast path for trivial work — typos, copy fixes, one-line patches, single-icon swaps. Bypasses Phase 2 brainstorming, Phase 3 plan writing, and Phase 3.5 spec-review. Invoked from start-feature Phase 1 when the PM agent classifies the work as trivial, or when the user passes `--quick` to /develop.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
        "engineering",
        "content",
        "productivity",
        "design"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alizaouane/dev-agent/blob/main/skills/quick-dev/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
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    "forks": 0,
    "indexed_at": "2026-09-10T11:17:22.027568+00:00",
    "license": null,
    "metadata": {},
    "name": "quick-dev",
    "path": "skills/quick-dev",
    "pushed_at": "2026-09-10T11:07:17+00:00",
    "repo_default_branch": "main",
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      "quality": 100,
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      ],
      "security": 100
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    "security": {
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    "spec": {
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      "valid": true,
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    "stars": 0
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alizaouane/dev-agent:skills/scout",
    "compatibility": null,
    "description": "Use to discover candidate features by polling configured sources (GH issues, Vercel logs, Supabase logs, codebase audit, competitive feeds). Generates a daily digest issue with deduplication and rejection-suppression.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
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        "productivity",
        "research",
        "security"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alizaouane/dev-agent/blob/main/skills/scout/SKILL.md",
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
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    "forks": 0,
    "indexed_at": "2026-09-10T11:17:22.027568+00:00",
    "license": null,
    "metadata": {},
    "name": "scout",
    "path": "skills/scout",
    "pushed_at": "2026-09-10T11:07:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "alizaouane/dev-agent",
    "repo_url": "https://github.com/alizaouane/dev-agent",
    "resources": {
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      "other": 0,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 86,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
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    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alizaouane/dev-agent:skills/self-review",
    "compatibility": null,
    "description": "Use as the final step of phase-implement before opening a PR. The implement agent re-reads its own diff against a structured 10-item checklist; concern/fail items trigger a fix loop; the final answer becomes the PR description.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
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      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alizaouane/dev-agent/blob/main/skills/self-review/SKILL.md",
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      "repo_has_tests": true,
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      "tree_files_scanned": 1
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    "forks": 0,
    "indexed_at": "2026-09-10T11:17:22.027568+00:00",
    "license": null,
    "metadata": {},
    "name": "self-review",
    "path": "skills/self-review",
    "pushed_at": "2026-09-10T11:07:17+00:00",
    "repo_default_branch": "main",
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    },
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      "maintenance": 100,
      "overall": 86,
      "quality": 100,
      "reasons": [
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      "security": 100
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      "errors": [],
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    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alpha-omega-security/scrutineer:evals/skills/security-deep-dive-short",
    "compatibility": null,
    "description": "Eval-only short-prompt variant of security-deep-dive for A/B testing against the production prompt. Not loaded as a bundled production skill.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
      "categories": [
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        "content",
        "engineering",
        "documentation",
        "hr-recruiting",
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/evals/skills/security-deep-dive-short/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
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    "forks": 36,
    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
    "license": "MIT",
    "metadata": {
      "scrutineer.max_turns": "120",
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      "scrutineer.output_file": "report.json",
      "scrutineer.output_kind": "findings",
      "scrutineer.version": "1"
    },
    "name": "security-deep-dive-short",
    "path": "evals/skills/security-deep-dive-short",
    "pushed_at": "2026-09-11T23:35:39+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "alpha-omega-security/scrutineer",
    "repo_url": "https://github.com/alpha-omega-security/scrutineer",
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      "scripts": 0
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      "adoption": 74,
      "maintenance": 100,
      "overall": 100,
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      "reasons": [
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      ],
      "security": 100
    },
    "security": {
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      "score": 100
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      "valid": true,
      "warnings": [
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    "stars": 215
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alpha-omega-security/scrutineer:skills/advisories",
    "compatibility": "Prefers the scrutineer API's cached ecosyste.ms payload; needs network access to advisories.ecosyste.ms only when nothing is cached.",
    "description": "Fetch published GHSA and CVE advisories affecting any package this repository produces, via advisories.ecosyste.ms.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
      "categories": [
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        "content",
        "research"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/skills/advisories/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
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        "qualified": true
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      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 2
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    "forks": 36,
    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
    "license": "MIT",
    "metadata": {
      "scrutineer.output_file": "report.json",
      "scrutineer.output_kind": "advisories",
      "scrutineer.requires_remote": "True",
      "scrutineer.version": "1"
    },
    "name": "advisories",
    "path": "skills/advisories",
    "pushed_at": "2026-09-11T23:35:39+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "alpha-omega-security/scrutineer",
    "repo_url": "https://github.com/alpha-omega-security/scrutineer",
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      "maintenance": 100,
      "overall": 100,
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      "reasons": [
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      ],
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    "stars": 215
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    ],
    "archived": false,
    "canonical_key": "alpha-omega-security/scrutineer:skills/advisory-deep-dive",
    "compatibility": "Needs the cloned repo with full git history in ./src, the scrutineer API for advisory and mined-history inputs, and network access to read advisory pages. Uses `git` and may use Claude subagents.",
    "description": "Re-audit every past GHSA/CVE advisory published against this repository, anchored on each advisory's fix commit, for four failure modes, a regression of the original bug, a bypass of the fix, an incomplete fix that left a path open, and the same class of bug in sibling code the fix never touched. Records one verdict per advisory (fixed, bypass, variant or regressed) with standalone evidence, opening findings for anything that did not hold, and a fixed verdict backs a public fix-audit certificate. Use when you want to prove that prior fixes actually held rather than trusting that a shipped patch closed the hole. The target is this codebase's own first-party source, not its dependencies.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
      "categories": [
        "engineering",
        "research",
        "security",
        "testing",
        "agent-orchestration",
        "commerce"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "compatibility metadata names Claude"
        ]
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      "duplicate_of": null,
      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/skills/advisory-deep-dive/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
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          "spec-validity": true,
          "static-security": true
        },
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        "qualified": true
      },
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      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
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    "forks": 36,
    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
    "license": "MIT",
    "metadata": {
      "scrutineer.max_turns": "100",
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      "scrutineer.output_file": "report.json",
      "scrutineer.output_kind": "advisory_audit",
      "scrutineer.requires": "['advisories']",
      "scrutineer.requires_remote": "True",
      "scrutineer.version": "1"
    },
    "name": "advisory-deep-dive",
    "path": "skills/advisory-deep-dive",
    "pushed_at": "2026-09-11T23:35:39+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "alpha-omega-security/scrutineer",
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      ],
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    ],
    "archived": false,
    "canonical_key": "alpha-omega-security/scrutineer:skills/audit-authz",
    "compatibility": "Static and read-only. Needs source in ./src. Reads bundled reference notes in ./references. Does not build, run, install dependencies, or use external network; the worker-provided Scrutineer API at api_base is allowed.",
    "description": "Focused static audit for IDOR, tenant-isolation failures, missing or fail-open authorization guards, privilege escalation, and unverified claims used for access decisions.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
      "categories": [
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        "engineering",
        "commerce",
        "content",
        "data",
        "hr-recruiting"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/skills/audit-authz/SKILL.md",
      "qualification": {
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        "checks": {
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    "metadata": {
      "scrutineer.output_file": "report.json",
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    "name": "exposure",
    "path": "skills/exposure",
    "pushed_at": "2026-09-11T23:35:39+00:00",
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    "security": {
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    "spec": {
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    "stars": 215
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "alpha-omega-security/scrutineer:skills/finding-dedup",
    "compatibility": "Needs network access to the scrutineer API (http://host:port/api). Repository-scoped; compares existing finding rows and does not create new findings.",
    "description": "Compare open findings in one repository and record how they relate. Marks same-vulnerability findings as duplicates, findings that another finding's fix will close as subsumed, and findings that combine into a higher-severity attack as a chain.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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      "duplicate_of": null,
      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/skills/finding-dedup/SKILL.md",
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    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
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    "metadata": {
      "scrutineer.output_file": "report.json",
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      "scrutineer.version": "1"
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    "name": "finding-dedup",
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    "pushed_at": "2026-09-11T23:35:39+00:00",
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    "stars": 215
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    "archived": false,
    "canonical_key": "alpha-omega-security/scrutineer:skills/forensics",
    "compatibility": "Needs a remote repository. GitHub enrichment uses the gh CLI when the upstream is github.com; Wayback and GH Archive lookups are best effort and may be unavailable in the runner. Repository-scoped or finding-scoped.",
    "description": "Build a read-only compromise timeline and evidence bundle from local Git history and public forge/archive records. Use after suspected maintainer, account, release, or source-history compromise; it produces evidence, not findings or remediation.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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          "duplicate": true,
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      "scrutineer.output_kind": "freeform",
      "scrutineer.requires_remote": "True",
      "scrutineer.version": "1"
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    "path": "skills/forensics",
    "pushed_at": "2026-09-11T23:35:39+00:00",
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    "stars": 215
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    "description": "Stage a scanned repository into a private repo in the configured GitHub organisation. Creates the repo (no fork relationship), seeds it with the upstream tree, writes scrutineer metadata under the configured metadata directory, files one issue per open finding, and gives an org team push access. The staging repo is the per-project working surface for triage, fix development, and the disclosure paper trail.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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        "commerce",
        "content",
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/skills/fork/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
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          "portability": true,
          "resource-integrity": true,
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          "static-security": true
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    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
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      "scrutineer.output_kind": "freeform",
      "scrutineer.requires_remote": "True",
      "scrutineer.version": "1"
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    "compatibility": "Needs only the staged report and the repository checkout; no network access required.",
    "description": "Normalize an externally-produced security report in an arbitrary format into scrutineer findings. The raw report is staged at import/report by the /v1/import fallback; read it, extract each distinct finding, resolve locations against the checkout, and write the findings report. Runs when no deterministic importer recognised the payload.",
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    "evidence": {
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        "commerce",
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          "duplicate": true,
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          "resource-integrity": true,
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    "description": "Fetch repository metadata (description, default branch, languages, license, stars, archived, icon) from repos.ecosyste.ms and save it on the repository row.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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    "compatibility": "Read-only against `./src`; needs network access to the scrutineer skill API to read the finding.",
    "description": "Draft operational mitigations for a finding consumers can apply before a fix ships. Workarounds (config flags, input restrictions, safe defaults), detection guidance (what to log and what pattern to alert on), and optionally a semgrep rule that flags the same pattern in other code bases. Distinct from disclose, which drafts the public advisory, and from patch, which proposes the code fix.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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        "devops",
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          "behavioral-safety": true,
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          "instruction-depth": true,
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          "resource-integrity": true,
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    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
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    "metadata": {
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    "canonical_key": "alpha-omega-security/scrutineer:skills/packages",
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    "description": "Look up every package this repository publishes across all registries via packages.ecosyste.ms, with downloads, dependent counts, latest version, registry URL and supply-chain risk flags.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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    "metadata": {
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      "scrutineer.output_kind": "packages",
      "scrutineer.requires_remote": "True",
      "scrutineer.version": "1"
    },
    "name": "packages",
    "path": "skills/packages",
    "pushed_at": "2026-09-11T23:35:39+00:00",
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    "canonical_key": "alpha-omega-security/scrutineer:skills/posture",
    "compatibility": "Needs network access to api.github.com and api.securityscorecards.dev. Works best on GitHub-hosted repositories; degrades to file-only checks elsewhere.",
    "description": "Assess a repository's security posture and its readiness to receive a vulnerability report. Checks for a security policy, private vulnerability reporting, security.txt, prior advisories, scanning workflows, and other hygiene signals, then rates the project ready / partial / unprepared. Use before disclosure to decide how much hand-holding the maintainer will need, or as a standalone health check.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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        "content",
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      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/skills/posture/SKILL.md",
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          "behavioral-safety": true,
          "duplicate": true,
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    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
    "license": "MIT",
    "metadata": {
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      "scrutineer.version": "1"
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    "name": "posture",
    "path": "skills/posture",
    "pushed_at": "2026-09-11T23:35:39+00:00",
    "repo_default_branch": "main",
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    "canonical_key": "alpha-omega-security/scrutineer:skills/public-issue",
    "compatibility": "Needs the gh CLI authenticated with permission to open issues on the upstream GitHub repository. Needs network access to api.github.com and the scrutineer API. github.com upstreams only. Finding-scoped.",
    "description": "File a low-severity finding as an ordinary public GitHub issue after explicit analyst confirmation. Use for hardening gaps, defence-in-depth misses, and other bugs that do not warrant coordinated private disclosure.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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        "content",
        "research",
        "security"
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          "resource-integrity": true,
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    "metadata": {
      "scrutineer.output_file": "report.json",
      "scrutineer.output_kind": "freeform",
      "scrutineer.requires_remote": "True",
      "scrutineer.version": "1"
    },
    "name": "public-issue",
    "path": "skills/public-issue",
    "pushed_at": "2026-09-11T23:35:39+00:00",
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    "stars": 215
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    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
      "categories": [
        "data",
        "content",
        "engineering",
        "commerce",
        "documentation",
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      "manifest": "https://github.com/alpha-omega-security/scrutineer/blob/main/skills/reachability/SKILL.md",
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    "indexed_at": "2026-09-11T23:36:10.775186+00:00",
    "license": "MIT",
    "metadata": {
      "scrutineer.ignore_paths": "['**/node_modules/**', '**/dist/**', '**/generated/**', '**/__generated__/**', '**/*.min.js', '**/*.min.css']",
      "scrutineer.output_file": "report.json",
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      "scrutineer.paths": "['**']",
      "scrutineer.version": "1"
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    "name": "reachability",
    "path": "skills/reachability",
    "pushed_at": "2026-09-11T23:35:39+00:00",
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    "description": "Map distinct externally reachable input-processing subsystems into focus areas for the threat-model skill to carry into later security audits. This is a short, read-only orientation pass, not a vulnerability scan.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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    "metadata": {
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    "path": "skills/recon",
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    "canonical_key": "alpha-omega-security/scrutineer:skills/release-watch",
    "compatibility": "Needs network access to the scrutineer skill API and to github.com (or whichever host the upstream lives on). Read-only.",
    "description": "After a finding has been marked fixed, watch the upstream for a release that contains the fix. When one shows up, record the release tag, URL, and timestamp on the finding. Closes the gap between \"the maintainer landed a patch\" and \"consumers have a shipped version they can pin to\".",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
      "categories": [
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        "content"
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      "client_compatibility_evidence": {},
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    "description": "Run `brief --json` to produce a structured overview of the repository. Used by other skills as orientation.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
      "categories": [
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        "devops",
        "productivity"
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      "client_compatibility_evidence": {},
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    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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        "security",
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    "path": "skills/report-upstream",
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    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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        "commerce",
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    "path": "skills/revalidate",
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    "description": "Enumerate scannable sub-folders inside a repository. Identifies monorepo packages, workspaces, and discrete modules so the analyst can scope deep-dive scans to a specific sub-path instead of treating a huge tree as one unit. Runs at repo level; writes back a list that surfaces on the repo overview.",
    "discovery_source": "repo-search:\"agent skills\" orchestration in:name,description,readme",
    "evidence": {
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          "duplicate": true,
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          "resource-integrity": true,
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    "metadata": {
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      "scrutineer.output_kind": "subprojects",
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    },
    "name": "subprojects",
    "path": "skills/subprojects",
    "pushed_at": "2026-09-11T23:35:39+00:00",
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    "forks": 2,
    "indexed_at": "2026-09-11T16:51:07.154762+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "run-evals",
    "path": "plugin/oculpm/skills/run-evals",
    "pushed_at": "2026-09-11T16:44:34+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bunhine0452/Ocul-PM",
    "repo_url": "https://github.com/bunhine0452/Ocul-PM",
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      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 34,
      "maintenance": 100,
      "overall": 100,
      "quality": 93,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license MIT."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
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    "stars": 7
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bunhine0452/ocul-pm:plugin/oculpm/skills/self-audit",
    "compatibility": null,
    "description": "작업을 \"완료\"라고 보고하기 직전, 스스로 결과를 감사할 때. 커밋/PR 직전 최종 점검에도 사용.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "security",
        "engineering"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bunhine0452/Ocul-PM/blob/main/plugin/oculpm/skills/self-audit/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
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      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
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    "forks": 2,
    "indexed_at": "2026-09-11T16:51:07.154762+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "self-audit",
    "path": "plugin/oculpm/skills/self-audit",
    "pushed_at": "2026-09-11T16:44:34+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bunhine0452/Ocul-PM",
    "repo_url": "https://github.com/bunhine0452/Ocul-PM",
    "resources": {
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      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 34,
      "maintenance": 100,
      "overall": 100,
      "quality": 93,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license MIT."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
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    "stars": 7
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bunhine0452/ocul-pm:plugin/oculpm/skills/tdd-workflow",
    "compatibility": null,
    "description": "새 기능·버그 수정을 테스트 먼저(TDD)로 진행할 때. \"TDD로 해줘\", \"테스트 먼저\" 요청이나 회귀가 잦은 영역 작업에 사용.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "engineering",
        "productivity",
        "testing"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bunhine0452/Ocul-PM/blob/main/plugin/oculpm/skills/tdd-workflow/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
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      "repo_has_readme": true,
      "repo_has_tests": true,
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    "forks": 2,
    "indexed_at": "2026-09-11T16:51:07.154762+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "tdd-workflow",
    "path": "plugin/oculpm/skills/tdd-workflow",
    "pushed_at": "2026-09-11T16:44:34+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bunhine0452/Ocul-PM",
    "repo_url": "https://github.com/bunhine0452/Ocul-PM",
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    "score": {
      "adoption": 34,
      "maintenance": 100,
      "overall": 100,
      "quality": 93,
      "reasons": [
        "Repository includes test evidence.",
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      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 7
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bytedance/deer-flow:.agent/skills/engineer-system-change",
    "compatibility": null,
    "description": "Evaluate and carry out non-trivial software-system changes from first principles. Use when assessing RFCs, issues, designs, features, refactors, migrations, dependency changes, or proposed fields, events, APIs, modules, and services whose need, consumers, system fit, validation, or rollback require scrutiny. Read the actual system, identify the concrete problem and named semantic consumers, choose the smallest sufficient solution, reject pseudo-requirements and speculative abstractions, and require evidence proportional to risk. Do not use for mechanical edits, source-code explanation, or a dedicated review of an already-complete diff.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "engineering",
        "research",
        "devops",
        "commerce",
        "product",
        "productivity"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/.agent/skills/engineer-system-change/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
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      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
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    "forks": 11494,
    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "engineer-system-change",
    "path": ".agent/skills/engineer-system-change",
    "pushed_at": "2026-09-27T01:58:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bytedance/deer-flow",
    "repo_url": "https://github.com/bytedance/deer-flow",
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    "score": {
      "adoption": 100,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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      ],
      "security": 100
    },
    "security": {
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      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
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    },
    "stars": 83006
  },
  {
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    "archived": false,
    "canonical_key": "bytedance/deer-flow:skills/public/academic-paper-review",
    "compatibility": null,
    "description": "Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like \"review this paper\", \"analyze this research\", \"summarize this study\", or \"write a peer review\".",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "research",
        "content",
        "documents",
        "architecture",
        "data",
        "design"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/academic-paper-review/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 343.75499214596744,
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    },
    "forks": 11494,
    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "academic-paper-review",
    "path": "skills/public/academic-paper-review",
    "pushed_at": "2026-09-27T01:58:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bytedance/deer-flow",
    "repo_url": "https://github.com/bytedance/deer-flow",
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    "score": {
      "adoption": 100,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
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      ],
      "security": 100
    },
    "security": {
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    },
    "spec": {
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    "stars": 83006
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bytedance/deer-flow:skills/public/bootstrap",
    "compatibility": null,
    "description": "Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their AI partner's identity — e.g., \"create my SOUL.md\", \"bootstrap my agent\", \"set up my AI partner\", \"define who you are\", \"let's do onboarding\", \"personalize this AI\", \"make you mine\", or when a SOUL.md is missing. Also trigger for updates: \"update my SOUL.md\", \"change my AI's personality\", \"tweak the soul\".",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "content",
        "research"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/bootstrap/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
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      "repo_has_readme": true,
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      "star_velocity_7d": 343.75499214596744,
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    "forks": 11494,
    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "bootstrap",
    "path": "skills/public/bootstrap",
    "pushed_at": "2026-09-27T01:58:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bytedance/deer-flow",
    "repo_url": "https://github.com/bytedance/deer-flow",
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    "score": {
      "adoption": 100,
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      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
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      ],
      "security": 100
    },
    "security": {
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    },
    "spec": {
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      "warnings": []
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    "stars": 83006
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bytedance/deer-flow:skills/public/code-documentation",
    "compatibility": null,
    "description": "Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software projects. Supports README generation, API reference documentation, inline code comments, architecture documentation, changelog generation, and developer guides. Trigger on requests like \"document this code\", \"create a README\", \"generate API docs\", \"write developer guide\", or when analyzing codebases for documentation purposes.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "documentation",
        "engineering",
        "content",
        "data",
        "design",
        "devops"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/code-documentation/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 343.75499214596744,
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    "forks": 11494,
    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "code-documentation",
    "path": "skills/public/code-documentation",
    "pushed_at": "2026-09-27T01:58:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bytedance/deer-flow",
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    "resources": {
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    },
    "score": {
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      "quality": 100,
      "reasons": [
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      ],
      "security": 100
    },
    "security": {
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    "stars": 83006
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  {
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    "archived": false,
    "canonical_key": "bytedance/deer-flow:skills/public/consulting-analysis",
    "compatibility": null,
    "description": "Use this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial analysis, industry research, competitive intelligence, investment due diligence, or any consulting-grade analytical report. This skill operates in two phases — (1) generating a structured analysis framework with chapter skeleton, data query requirements, and analysis logic, and (2) after data collection by other skills, producing the final consulting-grade report with structured narratives, embedded charts, and strategic insights.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "content",
        "finance",
        "marketing",
        "productivity",
        "research",
        "business"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/consulting-analysis/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
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      "repo_has_readme": true,
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    "forks": 11494,
    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "consulting-analysis",
    "path": "skills/public/consulting-analysis",
    "pushed_at": "2026-09-27T01:58:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bytedance/deer-flow",
    "repo_url": "https://github.com/bytedance/deer-flow",
    "resources": {
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    "score": {
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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    "security": {
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    "spec": {
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    "stars": 83006
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bytedance/deer-flow:skills/public/deep-research",
    "compatibility": null,
    "description": "Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like \"what is X\", \"explain X\", \"compare X and Y\", \"research X\", or before content generation tasks. Provides systematic multi-angle research methodology instead of single superficial searches. Use this proactively when the user's question needs online information.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "research",
        "content",
        "productivity",
        "data",
        "design",
        "documentation"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/deep-research/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
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      "repo_has_readme": true,
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      "source_tier": "community",
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    "forks": 11494,
    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "deep-research",
    "path": "skills/public/deep-research",
    "pushed_at": "2026-09-27T01:58:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "bytedance/deer-flow",
    "repo_url": "https://github.com/bytedance/deer-flow",
    "resources": {
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    "score": {
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      "quality": 100,
      "reasons": [
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      ],
      "security": 100
    },
    "security": {
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    "spec": {
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    "stars": 83006
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bytedance/deer-flow:skills/public/frontend-design",
    "compatibility": null,
    "description": "Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "design",
        "engineering",
        "content",
        "devops",
        "integrations"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/frontend-design/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
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    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "Complete terms in LICENSE.txt",
    "metadata": {},
    "name": "frontend-design",
    "path": "skills/public/frontend-design",
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    "repo_full_name": "bytedance/deer-flow",
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    "score": {
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      "quality": 100,
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      ],
      "security": 100
    },
    "security": {
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    "compatibility": null,
    "description": "Use this skill when the user requests to generate, create, write, or draft a newsletter, email digest, weekly roundup, industry briefing, or curated content summary. Supports topic-based research, content curation from multiple sources, and professional formatting for email or web distribution. Trigger on requests like \"create a newsletter about X\", \"write a weekly digest\", \"generate a tech roundup\", or \"curate news about Y\".",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "content",
        "research",
        "marketing",
        "data",
        "legal-compliance",
        "productivity"
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      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/newsletter-generation/SKILL.md",
      "qualification": {
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        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
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          "license": true,
          "portability": true,
          "resource-integrity": true,
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    "forks": 11494,
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    "license": "MIT",
    "metadata": {},
    "name": "newsletter-generation",
    "path": "skills/public/newsletter-generation",
    "pushed_at": "2026-09-27T01:58:00+00:00",
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    "repo_full_name": "bytedance/deer-flow",
    "repo_url": "https://github.com/bytedance/deer-flow",
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      "other": 0,
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    },
    "score": {
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      "maintenance": 100,
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      "security": 100
    },
    "security": {
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    "spec": {
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  },
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    "canonical_key": "bytedance/deer-flow:skills/public/skill-reviewer",
    "compatibility": null,
    "description": "Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence. Invoke when users ask to audit, grade, or production-check an existing skill.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "research",
        "security",
        "content",
        "code-review",
        "data",
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      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/skill-reviewer/SKILL.md",
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          "behavioral-safety": true,
          "duplicate": true,
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          "resource-integrity": true,
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        },
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    "metadata": {},
    "name": "skill-reviewer",
    "path": "skills/public/skill-reviewer",
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      "references": 5,
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      ],
      "security": 100
    },
    "security": {
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": [
        "allowed-tools should be a space-separated string"
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  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "bytedance/deer-flow:skills/public/surprise-me",
    "compatibility": null,
    "description": "Create a delightful, unexpected \"wow\" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says \"surprise me\" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for \"something interesting\".",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "design",
        "data",
        "documents",
        "productivity",
        "research"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/surprise-me/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
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    "license": "MIT",
    "metadata": {},
    "name": "surprise-me",
    "path": "skills/public/surprise-me",
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    "canonical_key": "bytedance/deer-flow:skills/public/systematic-literature-review",
    "compatibility": null,
    "description": "Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "research",
        "content",
        "agent-orchestration",
        "design",
        "productivity",
        "ai-ml"
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      "duplicate_of": null,
      "manifest": "https://github.com/bytedance/deer-flow/blob/main/skills/public/systematic-literature-review/SKILL.md",
      "qualification": {
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        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
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    "forks": 11494,
    "indexed_at": "2026-09-27T02:04:22.158510+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "systematic-literature-review",
    "path": "skills/public/systematic-literature-review",
    "pushed_at": "2026-09-27T01:58:00+00:00",
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      "other": 1,
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      "scripts": 1
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    "score": {
      "adoption": 100,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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      ],
      "security": 100
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    "security": {
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  {
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    "canonical_key": "cameronabrams/htpolynet:.claude/skills/htpolynet",
    "compatibility": null,
    "description": "Build crosslinked polymer systems with htpolynet — authoring a run configuration, parameterizing monomers, running a cure, and reading the results. Use when the task involves an htpolynet YAML config, the `htpolynet` command (run, input-check, gen-slurm-script, plots, postsim, analyze, make-viz), a monomer's active form or sacrificial hydrogens, a cure that stalls below its target conversion, or sizing an htpolynet build for a cluster.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "marketing",
        "content",
        "productivity",
        "engineering",
        "media",
        "testing"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/cameronabrams/htpolynet/blob/main/.claude/skills/htpolynet/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
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    "forks": 14,
    "indexed_at": "2026-09-12T21:42:56.331195+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "htpolynet",
    "path": ".claude/skills/htpolynet",
    "pushed_at": "2026-09-12T21:29:45+00:00",
    "repo_default_branch": "main",
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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      "security": 100
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    "security": {
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      "errors": [],
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    "stars": 33
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "can1357/oh-my-pi:.omp/skills/semantic-compression",
    "compatibility": null,
    "description": "Re-encode verbose prose into a dense telegraphic register — punctuation as connectives, label frames, verbless assertions — without losing normativity or precision. Use when compressing system prompts, tool/function descriptions, skill bodies, or agent instructions; reducing token count or context bloat; making documentation token-efficient for LLM input; or rewriting text in compressed notation.",
    "discovery_source": "repo-search:\"agent skills\" pdf in:name,description,readme",
    "evidence": {
      "categories": [
        "commerce",
        "documentation",
        "engineering",
        "ai-ml",
        "content",
        "design"
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      "manifest": "https://github.com/can1357/oh-my-pi/blob/main/.omp/skills/semantic-compression/SKILL.md",
      "qualification": {
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          "license": true,
          "portability": true,
          "resource-integrity": true,
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          "static-security": true
        },
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    "forks": 3729,
    "indexed_at": "2026-10-06T14:30:16.159784+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "semantic-compression",
    "path": ".omp/skills/semantic-compression",
    "pushed_at": "2026-10-06T14:27:58+00:00",
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      "quality": 100,
      "reasons": [
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    "stars": 34451
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "can1357/oh-my-pi:.omp/skills/system-prompts",
    "compatibility": null,
    "description": "Write system prompts, tool docs, and agent definitions. Project tag conventions + RFC 2119 keywords + dense compression. Use when authoring or editing any prompt the model reads.",
    "discovery_source": "repo-search:\"agent skills\" pdf in:name,description,readme",
    "evidence": {
      "categories": [
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        "documentation",
        "engineering",
        "productivity",
        "commerce",
        "design"
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      "manifest": "https://github.com/can1357/oh-my-pi/blob/main/.omp/skills/system-prompts/SKILL.md",
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          "duplicate": true,
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          "portability": true,
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    "license": "MIT",
    "metadata": {},
    "name": "system-prompts",
    "path": ".omp/skills/system-prompts",
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    "repo_full_name": "can1357/oh-my-pi",
    "repo_url": "https://github.com/can1357/oh-my-pi",
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      "references": 0,
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    "stars": 34451
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "cbwinslow/tarkka:skills/research-discovery",
    "compatibility": null,
    "description": "Discover and triage research efficiently before loading detailed source content.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
        "research",
        "content",
        "hr-recruiting",
        "commerce",
        "documents",
        "legal-compliance"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/cbwinslow/Tarkka/blob/main/skills/research-discovery/SKILL.md",
      "qualification": {
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          "portability": true,
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    "indexed_at": "2026-09-13T01:00:53.224711+00:00",
    "license": "Apache-2.0",
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    "path": "skills/research-discovery",
    "pushed_at": "2026-09-13T00:55:48+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "cbwinslow/Tarkka",
    "repo_url": "https://github.com/cbwinslow/Tarkka",
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    "score": {
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "chainlesschain/chainlesschain:desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/agent-browser",
    "compatibility": null,
    "description": "Advanced browser automation for AI agents with snapshot-ref interaction pattern - navigate, snapshot interactive elements with refs, click/fill/select by refs, manage sessions, and extract structured data",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
        "productivity",
        "browser-automation",
        "data",
        "security"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/chainlesschain/chainlesschain/blob/main/desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/agent-browser/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
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          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
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        },
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    },
    "forks": 6,
    "indexed_at": "2026-09-12T01:38:39.359809+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "agent-browser",
    "path": "desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/agent-browser",
    "pushed_at": "2026-09-12T01:31:09+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "chainlesschain/chainlesschain",
    "repo_url": "https://github.com/chainlesschain/chainlesschain",
    "resources": {
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
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    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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        "security"
      ],
      "client_compatibility_evidence": {},
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          "duplicate": true,
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          "resource-integrity": true,
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    "score": {
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      "overall": 96,
      "quality": 92,
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    "security": {
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      "score": 100
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    "spec": {
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    "stars": 0
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  {
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    "canonical_key": "chronoaiproject/nyx-skills:source-grounded-research-announcement",
    "compatibility": null,
    "description": "Method for drafting and reviewing source-anchored research or technical announcements, especially X threads or short posts. Use when public copy must distinguish claimed from not claimed, attach every technical claim to an artifact anchor, avoid overclaiming, remove generic AI phrasing, and require dry-run plus human approval before live publishing.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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        "content",
        "documentation",
        "commerce",
        "data",
        "devops"
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    "security": {
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    "spec": {
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      "valid": true,
      "warnings": [
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    "stars": 0
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    "canonical_key": "cloudposse/atmos:.claude/skills/atmos-asciicast",
    "compatibility": null,
    "description": "Create and update Atmos repository asciicast demos for internal documentation, website publishing, and CastPlayer embeds.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "engineering",
        "content",
        "media",
        "testing",
        "devops"
      ],
      "client_compatibility_evidence": {
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        "GitHub Copilot": [
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/cloudposse/atmos/blob/main/.claude/skills/atmos-asciicast/SKILL.md",
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          "duplicate": true,
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      "star_velocity_7d": 0.0,
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    "forks": 175,
    "indexed_at": "2026-09-12T01:35:13.910659+00:00",
    "license": "Apache-2.0",
    "metadata": {},
    "name": "atmos-asciicast",
    "path": ".claude/skills/atmos-asciicast",
    "pushed_at": "2026-09-12T01:31:33+00:00",
    "repo_default_branch": "main",
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    "resources": {
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    },
    "score": {
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      "security": 100
    },
    "security": {
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    "spec": {
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    "stars": 1376
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    "compatibility": null,
    "description": "Atmos CORE contributor guide for adding/modifying a component TYPE in the Go codebase (terraform/helmfile/packer/ansible/container): the component registry & provider, the CLI command group, the describe/list type whitelist, custom-component inheritance & deep-merge, schema, and tests. NOT for authoring user components in stacks (that is the atmos-components skill).",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
      "categories": [
        "devops",
        "commerce",
        "data",
        "design",
        "documentation",
        "productivity"
      ],
      "client_compatibility_evidence": {
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        "GitHub Copilot": [
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        ]
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      "duplicate_of": null,
      "manifest": "https://github.com/cloudposse/atmos/blob/main/.claude/skills/atmos-core-component-development/SKILL.md",
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          "behavioral-safety": true,
          "duplicate": true,
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          "resource-integrity": true,
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    "forks": 177,
    "indexed_at": "2026-09-22T23:54:50.958747+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "copyright": "Copyright Cloud Posse, LLC 2026",
      "version": "1.0.0"
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    "name": "atmos-core-component-development",
    "path": ".claude/skills/atmos-core-component-development",
    "pushed_at": "2026-09-22T23:48:12+00:00",
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    "resources": {
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    "security": {
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    "spec": {
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    "archived": false,
    "canonical_key": "cloudposse/atmos:.claude/skills/changelog",
    "compatibility": null,
    "description": "Blog post authoring for Atmos: MDX template, frontmatter, website/blog/tags.yml and authors.yml rules, problem-first framing, backtick-opening ban, optional cast embeds, and no-Go-internals leakage. Invoke when writing, editing, or reviewing a website/blog/*.mdx changelog post.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "content",
        "engineering",
        "product",
        "productivity",
        "ai-ml"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
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        "GitHub Copilot": [
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/cloudposse/atmos/blob/main/.claude/skills/changelog/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
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          "spec-validity": true,
          "static-security": true
        },
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      "star_velocity_7d": 0.0,
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    "forks": 175,
    "indexed_at": "2026-09-12T01:35:13.910659+00:00",
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    "metadata": {
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      "version": "1.0.0"
    },
    "name": "changelog",
    "path": ".claude/skills/changelog",
    "pushed_at": "2026-09-12T01:31:33+00:00",
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    "security": {
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    "spec": {
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    "stars": 1376
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  {
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    "archived": false,
    "canonical_key": "cloudposse/atmos:.claude/skills/component-development",
    "compatibility": null,
    "description": "Atmos core component development: adding or changing native component types, component registry providers, commands, stack schema, docs, examples, DAG/affected behavior, auth, hooks, source/provisioning, and tests",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
      "categories": [
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        "documentation",
        "research",
        "commerce",
        "engineering",
        "integrations"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
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        "GitHub Copilot": [
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/cloudposse/atmos/blob/main/.claude/skills/component-development/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
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      "source_tier": "community",
      "star_velocity_7d": 3.2021108582874134,
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    "forks": 177,
    "indexed_at": "2026-09-22T23:54:50.958747+00:00",
    "license": "Apache-2.0",
    "metadata": {
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      "version": "1.0.0"
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    "name": "component-development",
    "path": ".claude/skills/component-development",
    "pushed_at": "2026-09-22T23:48:12+00:00",
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    "stars": 1381
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    "archived": false,
    "canonical_key": "cloudposse/atmos:.claude/skills/docs",
    "compatibility": null,
    "description": "Docs: contributor documentation conventions for Atmos website docs, CLI command docs, configuration pages, action cards, changelog, roadmap, and stale-content checks",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
      "categories": [
        "documentation",
        "product",
        "content",
        "engineering",
        "commerce",
        "devops"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/cloudposse/atmos/blob/main/.claude/skills/docs/SKILL.md",
      "qualification": {
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        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
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          "portability": true,
          "resource-integrity": true,
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    "name": "docs",
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    "pushed_at": "2026-09-22T23:48:12+00:00",
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      "other": 0,
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    "spec": {
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    "stars": 1381
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    "archived": false,
    "canonical_key": "cloudposse/atmos:.claude/skills/field-test",
    "compatibility": null,
    "description": "Hands-on manual DX test pass of a feature or CLI command: read the real implementation and tests, hypothesize plausible user misunderstandings and misuse automated tests don't cover, build durable fixtures, execute for real against real state, and report ranked findings. Investigation only — never fixes anything found. Defaults to testing whatever the current branch changed vs its base branch when no explicit target is given. Invoke on explicit requests like 'field test X' / 'do a DX test pass on X' / 'find vibe-coded slop in X' / 'field test this branch'.",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
      "categories": [
        "testing",
        "content",
        "engineering",
        "commerce",
        "devops",
        "documentation"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
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        "GitHub Copilot": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/cloudposse/atmos/blob/main/.claude/skills/field-test/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
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          "portability": true,
          "resource-integrity": true,
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    "license": "Apache-2.0",
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      "version": "1.0.0"
    },
    "name": "field-test",
    "path": ".claude/skills/field-test",
    "pushed_at": "2026-09-22T23:48:12+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "cloudposse/atmos",
    "repo_url": "https://github.com/cloudposse/atmos",
    "resources": {
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      "other": 0,
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    },
    "score": {
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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      ],
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    },
    "security": {
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    "spec": {
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    "stars": 1381
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    "archived": false,
    "canonical_key": "cloudposse/atmos:.claude/skills/roadmap",
    "compatibility": null,
    "description": "Maintain and update the Atmos roadmap page (website/src/data/roadmap.js): milestone/initiative/quarter schema, progress-percentage math, the curated featured[] cap (max 6, never auto-modified), and the no-changelog-for-internal-refactors gate. Invoke when adding/updating milestones, initiatives, or quarters, or linking a milestone to a changelog post.",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
      "categories": [
        "documentation",
        "data",
        "product",
        "project-management",
        "content",
        "devops"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
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        "GitHub Copilot": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/cloudposse/atmos/blob/main/.claude/skills/roadmap/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
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    "description": "Sweep and triage the full open-issue queue for NaturalProductMech. Fetches every open issue, checks each against the committed corpus, the inventories, the schema and the code, flags duplicates and stale figures, and assigns a priority tier (P0 something wrong that every gate passes, P1 real-but-schedulable, P2 low-severity/process/doc, P3 backlog). Produces a short ranked report; only writes to GitHub when asked. Use when the user asks to review issues, prioritize the backlog, or triage, or after a review pass files a batch of new issues.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
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        "project-management",
        "data",
        "documentation",
        "research",
        "commerce"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
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        ]
      },
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      "manifest": "https://github.com/CultureBotAI/NaturalProductMech/blob/main/.claude/skills/review-open-issues/SKILL.md",
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    "indexed_at": "2026-09-12T01:33:16.692508+00:00",
    "license": "CC0-1.0",
    "metadata": {
      "category": "workflow",
      "requires_database": "False",
      "requires_internet": "True",
      "version": "1.0.0"
    },
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    "path": ".claude/skills/review-open-issues",
    "pushed_at": "2026-09-12T01:31:41+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "CultureBotAI/NaturalProductMech",
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    "canonical_key": "culturebotai/traitmech:.claude/skills/curate-yaml-record",
    "compatibility": null,
    "description": "Review and curate one TraitMech trait YAML record for concept identity, definition, hierarchy, scope, evidence, causal mechanisms, completeness, and resolvable gaps. Use when asked to audit, improve, complete, correct, or add evidence to a named trait; do not use for bulk METPO ingestion, paid research without approval, excluded records, or as permission to contact anyone or mutate GitHub.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
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      "requires_database": "False",
      "requires_internet": "True",
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    "pushed_at": "2026-10-01T23:32:07+00:00",
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    "compatibility": null,
    "description": "Robust curl pattern for `fetch-<source>` justfile recipes that download an external data release into data/raw/. Use whenever writing a new fetch-* recipe, or auditing/fixing an existing one that fails intermittently in CI — a bare `curl -o` with no retry or timeout turns one flaky network blip into a red PR.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
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        "content",
        "data",
        "devops",
        "research",
        "finance"
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/CultureBotAI/TraitMech/blob/main/.claude/skills/fetch-source/SKILL.md",
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          "behavioral-safety": true,
          "duplicate": true,
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          "portability": true,
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    "license": "CC0-1.0",
    "metadata": {},
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    "path": ".claude/skills/fetch-source",
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    "canonical_key": "culturebotai/traitmech:.claude/skills/review-open-issues",
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
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        "engineering",
        "security",
        "content",
        "documentation",
        "productivity"
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        ]
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      "duplicate_of": null,
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          "duplicate": true,
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    "path": ".claude/skills/review-open-issues",
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    "canonical_key": "dahanitamar/uilint:.",
    "compatibility": null,
    "description": "Catch the UI states and failure paths that get skipped — loading, empty, error, success, and partial. Use whenever building or reviewing an interface that fetches data, submits a form, or navigates, and whenever a user describes an interface problem in symptoms rather than terms — \"nothing happens when I click\", \"it just spins forever\", \"the page goes blank\", \"users don't know if it worked\", \"this form is annoying\", \"why does this feel broken\", \"review this component\", \"/uilint\". Also use proactively while writing UI, so the states exist in the first draft instead of being retrofitted after someone complains.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "design",
        "data",
        "commerce",
        "engineering"
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          "duplicate": true,
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    "pushed_at": "2026-09-12T11:03:27+00:00",
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    "canonical_key": "dailybothq/deepworkplan-website:.agents/skills/deepworkplan",
    "compatibility": null,
    "description": "DeepWorkPlan — turn any repo AI-first and run Deep Work Plans. Routes to create, execute, refine, resume, status, verify, upgrade, and repo-onboarding sub-skills based on intent. Use when the developer wants to plan, execute, manage, or verify structured multi-task work, or make a repository AI-agent-ready.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "productivity",
        "content",
        "documentation",
        "testing",
        "commerce"
      ],
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        "GitHub Copilot": [
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        "OpenAI Codex": [
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        ]
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    "metadata": {
      "openclaw": "{'emoji': '🧠', 'homepage': 'https://deepworkplan.com', 'requires': {'anyBins': ['git', 'bash']}}"
    },
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    "compatibility": null,
    "description": "Audit the site's responsiveness across breakpoints and drive Lighthouse to near-100 on mobile AND desktop. Use proactively for responsive/performance/accessibility audits.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "content",
        "mobile",
        "security",
        "localization",
        "marketing"
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    "compatibility": null,
    "description": "Design, implement, verify, and hand over bounded AI-assisted business automations from buyer-supplied workflows and test data; use for custom agents, integrations, browser workflows, and recurring maintenance after a working system exists.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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        "productivity",
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        "testing"
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    "indexed_at": "2026-10-10T13:39:20.923364+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "ai-automation-builder",
    "path": "skills/ai-automation-builder",
    "pushed_at": "2026-10-10T13:36:00+00:00",
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    "compatibility": null,
    "description": "Use when preparing, previewing, submitting, or tracking an accelerator, grant, VC, angel, or fundraising application for Life Manager.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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        "research",
        "browser-automation",
        "engineering",
        "marketing"
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        ]
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    "metadata": {
      "author": "Hardik Pandya (https://hvpandya.com)",
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    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
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    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
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    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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    "description": "Remove signs of AI-generated writing from text. Use when editing or reviewing\ntext to make it sound more natural and human-written. Based on Wikipedia's\ncomprehensive \"Signs of AI writing\" guide. Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, passive\nvoice, negative parallelisms, and filler phrases.\n",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
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        "documentation",
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    "compatibility": null,
    "description": "Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "design",
        "data",
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        "documentation",
        "integrations"
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      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
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        "GitHub Copilot": [
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      },
      "duplicate_of": null,
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    "compatibility": null,
    "description": "Test a consequential technical assumption with a small, falsifiable experiment before committing to an approach. Use when a plan depends on uncertain runtime, integration, or data behavior that inspection alone cannot establish. Not for preference interviews or routine implementation.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "integrations",
        "design",
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        "productivity"
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/DanFashauer/SignalGrid-Review-Hub/blob/SignalGrid_Alpha/.claude/skills/assumption-test/SKILL.md",
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    "archived": false,
    "canonical_key": "danfashauer/signalgrid-review-hub:.claude/skills/blindspot-pass",
    "compatibility": null,
    "description": "Surface the user's unknown unknowns before work starts. Use when the user is entering an unfamiliar codebase area, an unfamiliar domain (design, video, infra), or explicitly asks for a \"blindspot pass\" or to find their \"unknown unknowns.\"",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "media",
        "engineering",
        "productivity"
      ],
      "client_compatibility_evidence": {
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      },
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      "manifest": "https://github.com/DanFashauer/SignalGrid-Review-Hub/blob/SignalGrid_Alpha/.claude/skills/blindspot-pass/SKILL.md",
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    },
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    "indexed_at": "2026-10-09T03:47:20.138069+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "blindspot-pass",
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
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    "description": "Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified (\"build me X\" without \"for whom\" or \"why now\"), when the user explicitly invokes (\"interview me\", \"grill me\", \"are we sure?\", \"stress-test my thinking\"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "productivity",
        "testing",
        "content",
        "documentation",
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      "client_compatibility_evidence": {
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/DanFashauer/SignalGrid-Review-Hub/blob/SignalGrid_Alpha/.claude/skills/interview-me/SKILL.md",
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
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        "documentation",
        "content",
        "productivity",
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      "duplicate_of": null,
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    "license": "MIT",
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    "canonical_key": "danfashauer/signalgrid-review-hub:.claude/skills/mcore-split-pr",
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    "description": "Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
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        "productivity",
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      "client_compatibility_evidence": {
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        ],
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      },
      "duplicate_of": null,
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    "license": "Apache-2.0",
    "metadata": {
      "author": "Philip Petrakian <ppetrakian@nvidia.com>"
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    "canonical_key": "danfashauer/signalgrid-review-hub:.claude/skills/nemo-rl-session-memory",
    "compatibility": null,
    "description": "Manage durable working-session memory for coding agents. Use when a user asks to preserve or recover agent context across disconnects, VS Code restarts, long-running work, handoffs, or any session where important state should be written periodically under the repo's session directory. Do NOT use for: simple questions, short tasks, one-off commands, linting, or code review.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "engineering",
        "productivity",
        "code-review",
        "content",
        "research"
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      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/DanFashauer/SignalGrid-Review-Hub/blob/SignalGrid_Alpha/.claude/skills/nemo-rl-session-memory/SKILL.md",
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    "license": "Apache-2.0",
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    "repo_default_branch": "SignalGrid_Alpha",
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    "description": "Provides domain-specific best practices for Node.js development with TypeScript, covering type stripping, async patterns, error handling, streams, modules, testing, performance, caching, logging, and more. Use when setting up Node.js projects with native TypeScript support, configuring type stripping (--experimental-strip-types), writing Node 22+ TypeScript without a build step, or when the user mentions 'native TypeScript in Node', 'strip types', 'Node 22 TypeScript', '.ts files without compilation', 'ts-node alternative', or needs guidance on error handling, graceful shutdown, flaky tests, profiling, or environment configuration in Node.js. Helps configure tsconfig.json for type stripping, set up package.json scripts, handle module resolution and import extensions, and apply robust patterns across the full Node.js stack.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "testing",
        "content",
        "data",
        "engineering",
        "commerce",
        "productivity"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/DanFashauer/SignalGrid-Review-Hub/blob/SignalGrid_Alpha/.claude/skills/node/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
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        "qualified": true
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    "license": "MIT",
    "metadata": {
      "tags": "node, nodejs, javascript, typescript, type-stripping, backend, server"
    },
    "name": "node",
    "path": ".claude/skills/node",
    "pushed_at": "2026-10-09T03:37:01+00:00",
    "repo_default_branch": "SignalGrid_Alpha",
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      "quality": 93,
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      ],
      "security": 100
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    "stars": 1
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    "canonical_key": "danfashauer/signalgrid-review-hub:.claude/skills/nvidia-skill-finder",
    "compatibility": null,
    "description": "Use for NVIDIA-related requests where an NVIDIA skill might help, even if the user did not ask for a skill. Trigger on NVIDIA products, hardware, software, SDKs, GPUs, Jetson/JetPack/L4T/BSP/SDK Manager/driver/flashing/setup, CUDA, NIM, NeMo, Omniverse/OpenUSD/SimReady, RAPIDS/cuDF, cuPyNumeric, cuOpt, Dynamo, Holoscan, TensorRT, DeepStream, VSS, TAO, NGC/NVCF. Do not use for generic non-NVIDIA route, optimize, deploy, AI, video, data, or infrastructure tasks.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "devops",
        "data",
        "media",
        "engineering",
        "documentation",
        "productivity"
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      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ],
        "OpenAI Codex": [
          "agents/openai.yaml metadata is present"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/DanFashauer/SignalGrid-Review-Hub/blob/SignalGrid_Alpha/.claude/skills/nvidia-skill-finder/SKILL.md",
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          "duplicate": true,
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          "resource-integrity": true,
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    "license": "CC-BY-4.0 AND Apache-2.0",
    "metadata": {
      "author": "NVIDIA",
      "domain": "agent-skills",
      "tags": "['nvidia', 'skills', 'discovery', 'catalog', 'router']"
    },
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    "path": ".claude/skills/nvidia-skill-finder",
    "pushed_at": "2026-10-09T03:37:01+00:00",
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      ],
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    "description": "Use this skill whenever the prompt contains any `github.com` URL, even if the user only pastes a link and gives no GitHub-specific keywords. Handles git and GitHub operations using the gh CLI. Triggers include any GitHub link to an issue, pull request, commit, compare page, Actions run, release, discussion, or repository. Covers creating and reviewing PRs, watching CI checks, interactive rebasing, branch cleanup, submodule management, and repository archaeology with git log/blame/bisect.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
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        "devops",
        "content",
        "localization",
        "productivity",
        "research"
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      "client_compatibility_evidence": {
        "Claude Code": [
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        ],
        "GitHub Copilot": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/DanFashauer/SignalGrid-Review-Hub/blob/SignalGrid_Alpha/.claude/skills/octocat/SKILL.md",
      "qualification": {
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        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
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      "star_velocity_7d": 0.0,
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    "license": "MIT",
    "metadata": {
      "tags": "git, github, gh-cli, version-control, merge-conflicts, pull-requests"
    },
    "name": "octocat",
    "path": ".claude/skills/octocat",
    "pushed_at": "2026-10-09T03:37:01+00:00",
    "repo_default_branch": "SignalGrid_Alpha",
    "repo_full_name": "DanFashauer/SignalGrid-Review-Hub",
    "repo_url": "https://github.com/DanFashauer/SignalGrid-Review-Hub",
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      "maintenance": 100,
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      "quality": 100,
      "reasons": [
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      ],
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    "stars": 1
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    "archived": false,
    "canonical_key": "danfashauer/signalgrid-review-hub:.claude/skills/orchestrator-over-workers",
    "compatibility": null,
    "description": "Use when a build task splits into independent pieces and the cloud lane is about to run them — before dispatching sub-agents, when reviewing what they send back, and when landing more than one worker branch.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "agent-orchestration",
        "devops",
        "commerce",
        "engineering",
        "productivity",
        "content"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
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        "commerce",
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    "path": "core/resource/plugins/github/skills/github",
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    "compatibility": "Requires write, edit, read_file, glob; Core table_*, memory_*, search_kb; ask_user",
    "description": "Plan a novel already scaffolded. Use for 人设/世界观, 金手指, book/volume outlines. Not for 章纲, batch freeze, prose, or review.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "hr-recruiting"
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      "client_compatibility_evidence": {},
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    "description": "Post-draft finalize for novels — 字数扩写, review, deslop, and Continuity Commit. Use after a drafted chapter when expanding thin prose, 审稿, 去AI味, batch review, 卷收束, or committing continuity. Not for opening a book or writing first drafts (those stay novel-write / better model).",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "research"
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      "duplicate_of": null,
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      "category": "creative-writing",
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    "name": "novel-review",
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    "pushed_at": "2026-09-11T23:34:41+00:00",
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    "description": "Chapter outline and first-draft prose only. Use for 章纲, batch freeze, drafting/continuing chapters, and Frozen_Canon continuation. Not for 扩写, deslop, review, or Continuity Commit — those are novel-review (separate turn / model).",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "productivity",
        "research",
        "commerce",
        "content",
        "design"
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          "behavioral-safety": true,
          "duplicate": true,
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          "portability": true,
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    "metadata": {},
    "name": "re-frame2-implementor",
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      "security": 100
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    "stars": 48
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
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        "content",
        "engineering",
        "security",
        "documentation",
        "code-review"
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
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        "content",
        "marketing",
        "documentation",
        "browser-automation",
        "commerce"
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      "duplicate_of": null,
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          "behavioral-safety": true,
          "duplicate": true,
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          "portability": true,
          "resource-integrity": true,
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    "forks": 0,
    "indexed_at": "2026-09-13T01:00:16.712036+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "re-frame2-setup",
    "path": "skills/re-frame2-setup",
    "pushed_at": "2026-09-13T00:56:01+00:00",
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      "maintenance": 100,
      "overall": 100,
      "quality": 93,
      "reasons": [
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      "security": 100
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      "score": 100
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    "stars": 48
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    "canonical_key": "day8/re-frame2:skills/re-frame2-xray",
    "compatibility": null,
    "description": "Question-first tour of **Xray**, the re-frame2 devtools panel: how to *launch* it (inline in-app panel; the `open-overlay!` fallback for hosts with no `[data-rf-xray-host]` layout column; pop-out window; programmatic mount; the wired hotkeys), which of its two modes (Dynamic event-spine / Static registry browse) applies, and what each tab is for. **Do not use** when the user asks the AGENT to inspect or change their running app, read-only included (read a sub, snapshot state, walk traces, dispatch) — that is `re-frame2-pair`, the agent-facing runtime companion. Nor for authoring the host app (`re-frame2`), bootstrapping a project (`re-frame2-setup`), or implementing Xray itself (no implementor skill exists — the spec is the answer). Trigger phrases: \"open Xray\", \"which Xray panel shows…\", \"Xray Static mode\", \"browse registered machines/routes/schemas\", \"Xray overlay\", \"Xray machine inspector\", \"Xray Graph / Resources / Frames / Fresco tab\", \"why did this boundary re-render\".\n",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "design",
        "media",
        "data",
        "commerce",
        "content",
        "engineering"
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/day8/re-frame2/blob/main/skills/re-frame2-xray/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
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        "policy_version": 1,
        "qualified": true
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      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 16
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    "forks": 0,
    "indexed_at": "2026-09-13T01:00:16.712036+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "re-frame2-xray",
    "path": "skills/re-frame2-xray",
    "pushed_at": "2026-09-13T00:56:01+00:00",
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    "repo_full_name": "day8/re-frame2",
    "repo_url": "https://github.com/day8/re-frame2",
    "resources": {
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      "other": 3,
      "references": 11,
      "scripts": 0
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    "score": {
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      "maintenance": 100,
      "overall": 100,
      "quality": 93,
      "reasons": [
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        "Repository declares license MIT."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
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    "spec": {
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      "warnings": [
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    "stars": 48
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    "canonical_key": "day8/re-frame2:skills/reagent-migration",
    "compatibility": null,
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    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
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        "content",
        "commerce",
        "design",
        "documentation",
        "ai-ml"
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      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/day8/re-frame2/blob/main/skills/reagent-migration/SKILL.md",
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    "indexed_at": "2026-09-13T01:00:16.712036+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "reagent-migration",
    "path": "skills/reagent-migration",
    "pushed_at": "2026-09-13T00:56:01+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "day8/re-frame2",
    "repo_url": "https://github.com/day8/re-frame2",
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      "adoption": 47,
      "maintenance": 100,
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      "quality": 93,
      "reasons": [
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      "valid": true,
      "warnings": [
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    "stars": 48
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    "canonical_key": "dbpprt/dieter:.agents/skills/android-emulator",
    "compatibility": null,
    "description": "Operate Dieter's native Android app in the visible local emulator from end to end. Use for Android app development, building or installing the debug APK, launching the Pixel_9_API_37_1 AVD, inspecting or clicking through live UI, collecting screenshots and UI hierarchy evidence, running unit or instrumentation tests, diagnosing ADB, boot, rendering, connection, crash, ANR, or process-leak failures, and gracefully closing the app or emulator.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "design",
        "engineering",
        "mobile",
        "research",
        "testing",
        "content"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path",
          "agents/openai.yaml metadata is present"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/dbpprt/dieter/blob/main/.agents/skills/android-emulator/SKILL.md",
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          "behavioral-safety": true,
          "duplicate": true,
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          "resource-integrity": true,
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    "indexed_at": "2026-09-12T23:17:49.310315+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "android-emulator",
    "path": ".agents/skills/android-emulator",
    "pushed_at": "2026-09-12T23:09:07+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "dbpprt/dieter",
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      "valid": true,
      "warnings": []
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    "stars": 3
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    "archived": false,
    "canonical_key": "dbpprt/dieter:.agents/skills/mac-app",
    "compatibility": null,
    "description": "Operate Dieter's native macOS app in the visible local desktop from end to end. Use for Mac app development, incremental SwiftPM builds, packaging or launching Dieter.app, inspecting and clicking through the live SwiftUI interface, collecting screenshots and accessibility evidence, running unit or native UI smoke tests, diagnosing launch, connection, rendering, hang, crash, duplicate-process, or build-cache failures, and gracefully closing every app process the task owns.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "design",
        "engineering",
        "productivity",
        "research",
        "browser-automation",
        "commerce"
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      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
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        "OpenAI Codex": [
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          "agents/openai.yaml metadata is present"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/dbpprt/dieter/blob/main/.agents/skills/mac-app/SKILL.md",
      "qualification": {
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          "duplicate": true,
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          "resource-integrity": true,
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    "indexed_at": "2026-09-20T23:38:47.506274+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "mac-app",
    "path": ".agents/skills/mac-app",
    "pushed_at": "2026-09-20T23:29:37+00:00",
    "repo_default_branch": "main",
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      "security": 100
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    "stars": 3
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    "archived": false,
    "canonical_key": "dcostenco/prism-coder:plugins/prism/skills/prism-startup",
    "compatibility": null,
    "description": "Activate on the first user turn of every conversation, including greetings. Load Prism context using the user's configured project and quick, standard, or deep depth, then greet the developer by their configured agent name and show the matching recent-session context.",
    "discovery_source": "repo-search:\"agent skills\" architecture in:name,description,readme",
    "evidence": {
      "categories": [
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        "content",
        "data",
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      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/dcostenco/prism-coder/blob/main/plugins/prism/skills/prism-startup/SKILL.md",
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    "forks": 23,
    "indexed_at": "2026-09-12T23:10:42.271674+00:00",
    "license": "Apache-2.0",
    "metadata": {},
    "name": "prism-startup",
    "path": "plugins/prism/skills/prism-startup",
    "pushed_at": "2026-09-12T23:09:46+00:00",
    "repo_default_branch": "main",
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    "stars": 157
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    "archived": false,
    "canonical_key": "deploy-forward/convoy:plugin/convoy/skills/convoy",
    "compatibility": null,
    "description": "/convoy orchestrates Convoy using live tools/list, never a frozen catalog.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "devops",
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      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/Deploy-Forward/convoy/blob/main/plugin/convoy/skills/convoy/SKILL.md",
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    "license": "MIT",
    "metadata": {},
    "name": "convoy",
    "path": "plugin/convoy/skills/convoy",
    "pushed_at": "2026-09-12T21:29:41+00:00",
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    "compatibility": null,
    "description": "Optional @convoy wizard: fail-closed live-tool preflight, then ONE card (harness -> model -> effort | attach, usage remaining per harness) that drives GitHub gate, repo selection, N neurons, one-window launch and observed connects.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
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    "compatibility": null,
    "description": "Coordinate multiple AI coding harnesses on one Convoy thread using only the configured Convoy MCP server's live capabilities. Use for guided setup, neuron discovery, crew launch, routing, and acknowledgement checks.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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    "license": "MIT",
    "metadata": {
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      "permission-model": "Read capabilities may run after installation. Lifecycle writes remain limited by the endpoint's write gate and any exact action consent returned by Convoy."
    },
    "name": "convoy",
    "path": "plugins/convoy/skills/convoy",
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    "compatibility": null,
    "description": "Record the current Convoy task's final heartbeat and, only when explicitly requested, push the current clean branch to its configured upstream. Use when the user asks to end, close out, or finalize a Convoy task, especially with --push.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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      "client_compatibility_evidence": {
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      "manifest": "https://github.com/Deploy-Forward/convoy/blob/main/plugins/convoy/skills/convoy-end/SKILL.md",
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    "metadata": {
      "installation-consent": "Installing enables a reviewed Codex or Claude Stop hook to append a token-free turn heartbeat to the active worktree's Convoy thread. It never authorizes git push.",
      "permission-model": "Only the literal user-invoked --push flag authorizes one plain git push of a clean attached branch to its configured upstream."
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    "path": "plugins/convoy/skills/convoy-end",
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    "description": "Canonical /convoy slash sheet — renders the public Convoy MCP tools 1:1. The MCP tools/list is the source of truth; this skill only renders it.",
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    "description": "Lead-side recovery when a neuron pane goes deaf (rows waiting, no drain, body alive or dead). Detect from the tape, then relaunch dead chairs or nudge an idle pane with a title-verified keystroke. Use whenever `rail`/`inbox` shows rows waiting and no ack for minutes.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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    "license": "MIT",
    "metadata": {},
    "name": "convoy-nudge",
    "path": "skills/convoy-nudge",
    "pushed_at": "2026-09-12T21:29:41+00:00",
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "deploy-forward/convoy:skills/neuron-identity",
    "compatibility": null,
    "description": "Use on first turn and whenever identity, pane, thread, convoy_id, synapse send, or dying usage comes up. You are a Convoy neuron on a cvy_id, not Grok Bot.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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      "manifest": "https://github.com/Deploy-Forward/convoy/blob/main/skills/neuron-identity/SKILL.md",
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    "license": "MIT",
    "metadata": {},
    "name": "neuron-identity",
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      "maintenance": 100,
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    "canonical_key": "deploy-forward/convoy:skills/neuron-receive",
    "compatibility": null,
    "description": "How a neuron on ANY harness (grok, claude, codex, cursor-agent, agy, hermes, pi) receives messages from the thread and proves receipt. Use on first turn, at every turn start, and whenever you have been idle.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "devops",
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        "integrations"
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      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/Deploy-Forward/convoy/blob/main/skills/neuron-receive/SKILL.md",
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    "indexed_at": "2026-09-12T21:43:04.583983+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "neuron-receive",
    "path": "skills/neuron-receive",
    "pushed_at": "2026-09-12T21:29:41+00:00",
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    "score": {
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    "canonical_key": "dexforce/embodichain:.agents/skills/add-atomic-action",
    "compatibility": null,
    "description": "Add a new simulation atomic action or motion primitive to EmbodiChain's typed planning and execution framework. Use when implementing a new skill, goal contract, action planner, symbolic effect, registration entry, documentation, and tests for AtomicActionEngine.",
    "discovery_source": "code-search:\"description:\" filename:SKILL.md path:.claude/skills",
    "evidence": {
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        "documentation",
        "engineering",
        "testing",
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      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
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        "OpenAI Codex": [
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/DexForce/EmbodiChain/blob/main/.agents/skills/add-atomic-action/SKILL.md",
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          "behavioral-safety": true,
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    "forks": 24,
    "indexed_at": "2026-09-13T14:33:32.083582+00:00",
    "license": "Apache-2.0",
    "metadata": {},
    "name": "add-atomic-action",
    "path": ".agents/skills/add-atomic-action",
    "pushed_at": "2026-09-13T14:32:41+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "DexForce/EmbodiChain",
    "repo_url": "https://github.com/DexForce/EmbodiChain",
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      "overall": 100,
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      "reasons": [
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    "security": {
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    "spec": {
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    "stars": 224
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "dexforce/embodichain:.agents/skills/add-functor",
    "compatibility": null,
    "description": "Use when adding a new observation, event, reward, action, dataset, or randomization functor to an EmbodiChain environment",
    "discovery_source": "code-search:\"description:\" filename:SKILL.md path:.claude/skills",
    "evidence": {
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        "design",
        "testing"
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      "client_compatibility_evidence": {
        "GitHub Copilot": [
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        "OpenAI Codex": [
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      "duplicate_of": null,
      "manifest": "https://github.com/DexForce/EmbodiChain/blob/main/.agents/skills/add-functor/SKILL.md",
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          "behavioral-safety": true,
          "duplicate": true,
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          "license": true,
          "portability": true,
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    "forks": 24,
    "indexed_at": "2026-09-13T14:33:32.083582+00:00",
    "license": "Apache-2.0",
    "metadata": {},
    "name": "add-functor",
    "path": ".agents/skills/add-functor",
    "pushed_at": "2026-09-13T14:32:41+00:00",
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    "repo_full_name": "DexForce/EmbodiChain",
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      "reasons": [
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    "stars": 224
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "dexforce/embodichain:.agents/skills/add-robot",
    "compatibility": null,
    "description": "Use when adding a new robot to EmbodiChain — scaffolds a RobotCfg subclass (single-file or package layout) with the _build_defaults hook, build_pk_serial_chain, registration, docs page, and test stub.",
    "discovery_source": "code-search:\"description:\" filename:SKILL.md path:.claude/skills",
    "evidence": {
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        "testing",
        "productivity",
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        "marketing"
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      "client_compatibility_evidence": {
        "GitHub Copilot": [
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        "OpenAI Codex": [
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/DexForce/EmbodiChain/blob/main/.agents/skills/add-robot/SKILL.md",
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    "indexed_at": "2026-09-11T12:37:54.343422+00:00",
    "license": "Apache-2.0",
    "metadata": {},
    "name": "add-robot",
    "path": ".agents/skills/add-robot",
    "pushed_at": "2026-09-11T12:36:50+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "DexForce/EmbodiChain",
    "repo_url": "https://github.com/DexForce/EmbodiChain",
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "dexforce/embodichain:.agents/skills/add-test",
    "compatibility": null,
    "description": "Use when writing tests for EmbodiChain modules, including observation functors, reward functors, solvers, sensors, environments, or any Python module",
    "discovery_source": "code-search:\"description:\" filename:SKILL.md path:.claude/skills",
    "evidence": {
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        "commerce",
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        "engineering",
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      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
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        "OpenAI Codex": [
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/DexForce/EmbodiChain/blob/main/.agents/skills/add-test/SKILL.md",
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    "indexed_at": "2026-09-11T12:37:54.343422+00:00",
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    "metadata": {},
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    "stars": 224
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "dexforce/embodichain:.agents/skills/pr",
    "compatibility": null,
    "description": "Create single or stacked pull requests for EmbodiChain following the project's PR template and conventions, including proportional validation, dependency ordering, and proper GitHub repository labels",
    "discovery_source": "code-search:\"description:\" filename:SKILL.md path:.claude/skills",
    "evidence": {
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        "commerce",
        "design",
        "content",
        "data"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
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        "OpenAI Codex": [
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      },
      "duplicate_of": null,
      "manifest": "https://github.com/DexForce/EmbodiChain/blob/main/.agents/skills/pr/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
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          "resource-integrity": true,
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    "indexed_at": "2026-09-13T14:33:32.083582+00:00",
    "license": "Apache-2.0",
    "metadata": {},
    "name": "pr",
    "path": ".agents/skills/pr",
    "pushed_at": "2026-09-13T14:32:41+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "DexForce/EmbodiChain",
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    "stars": 224
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "dexforce/embodichain:.agents/skills/pre-commit-check",
    "compatibility": null,
    "description": "Use before committing or creating a PR for EmbodiChain to select proportional validation and verify affected code style, tests, headers, annotations, exports, and docstrings",
    "discovery_source": "code-search:\"description:\" filename:SKILL.md path:.claude/skills",
    "evidence": {
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        "content",
        "devops",
        "documentation",
        "productivity",
        "testing"
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      "client_compatibility_evidence": {
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        "OpenAI Codex": [
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      },
      "duplicate_of": null,
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      "qualification": {
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          "duplicate": true,
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    "indexed_at": "2026-09-13T14:33:32.083582+00:00",
    "license": "Apache-2.0",
    "metadata": {},
    "name": "pre-commit-check",
    "path": ".agents/skills/pre-commit-check",
    "pushed_at": "2026-09-13T14:32:41+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "DexForce/EmbodiChain",
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    "security": {
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    "spec": {
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    },
    "stars": 224
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "dexforce/embodichain:.agents/skills/release",
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    "name": "handoff",
    "path": "dot_agents/skills/handoff",
    "pushed_at": "2026-09-12T23:09:08+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "dileep-kishore/zendots",
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      "other": 1,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 23,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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      ],
      "security": 100
    },
    "security": {
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    },
    "spec": {
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      "valid": true,
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/independent-review",
    "compatibility": null,
    "description": "Run a fresh-context second opinion on a PR, branch, or working changes using available subagents or external reviewer processes. Use when the user requests independent review, or total review with both Claude and Codex.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "agent-orchestration",
        "engineering",
        "productivity",
        "commerce",
        "content",
        "finance"
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      "duplicate_of": null,
      "manifest": "https://github.com/dileep-kishore/zendots/blob/main/dot_agents/skills/independent-review/SKILL.md",
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          "behavioral-safety": true,
          "duplicate": true,
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          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
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        },
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    "metadata": {},
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    "path": "dot_agents/skills/independent-review",
    "pushed_at": "2026-09-12T23:09:08+00:00",
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      "overall": 100,
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      ],
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    },
    "stars": 3
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/iterative-retrieval",
    "compatibility": null,
    "description": "Pattern for progressively refining context retrieval to solve the subagent context problem",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "agent-orchestration",
        "engineering",
        "hr-recruiting",
        "ai-ml",
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
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          "spec-validity": true,
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    "indexed_at": "2026-09-12T23:17:40.479335+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "iterative-retrieval",
    "path": "dot_agents/skills/iterative-retrieval",
    "pushed_at": "2026-09-12T23:09:08+00:00",
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
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      ],
      "security": 100
    },
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    },
    "spec": {
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      "valid": true,
      "warnings": []
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    "stars": 3
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/open-pr",
    "compatibility": null,
    "description": "Use when finished work on a branch should become a pull request — \"open a PR\", \"create a PR\", \"make a PR\", \"put this up for review\", \"ship this\". Not for answering review on a PR that already exists.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "documentation",
        "commerce",
        "content",
        "finance",
        "testing"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/dileep-kishore/zendots/blob/main/dot_agents/skills/open-pr/SKILL.md",
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
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        "qualified": true
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    "indexed_at": "2026-09-12T23:17:40.479335+00:00",
    "license": "MIT",
    "metadata": {},
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    "path": "dot_agents/skills/open-pr",
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      "overall": 100,
      "quality": 100,
      "reasons": [
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      ],
      "security": 100
    },
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    "compatibility": null,
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "design",
        "engineering",
        "productivity",
        "testing",
        "commerce"
      ],
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      "duplicate_of": null,
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
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    "path": "dot_agents/skills/orca-cli",
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
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      ],
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      "valid": true,
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    "stars": 3
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    "compatibility": null,
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "data",
        "productivity",
        "commerce"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
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      "tree_files_scanned": 1
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    "license": "MIT",
    "metadata": {},
    "name": "orca-linear",
    "path": "dot_agents/skills/orca-linear",
    "pushed_at": "2026-09-12T23:09:08+00:00",
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    },
    "score": {
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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      ],
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    "stars": 3
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/orca-worktree-hooks",
    "compatibility": null,
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "content",
        "data",
        "commerce",
        "research",
        "devops",
        "documentation"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
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      "qualification": {
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        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
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        "qualified": true
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      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
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    "metadata": {},
    "name": "orca-worktree-hooks",
    "path": "dot_agents/skills/orca-worktree-hooks",
    "pushed_at": "2026-09-12T23:09:08+00:00",
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    "resources": {
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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      ],
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      "score": 100
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      "valid": true,
      "warnings": []
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    "stars": 3
  },
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/orchestration",
    "compatibility": null,
    "description": "Coordinate supervised Orca workers: threaded messages, blocking ask/reply, task dispatch, worker_done/escalation waits, task DAGs, decision gates, coordinator loops, and decomposing work across agents. Use `orca-cli` for full ownership handoffs — \"hand off\", \"handoff\", \"handover\", \"give this to another agent\", \"another worktree\" — unless asked to supervise, monitor, or coordinate a DAG, and for terminal control, lightweight terminal prompts, shell commands, Orca worktree management, and reading or waiting on terminals. Use Computer Use for external browser windows, webviews, Orca app UI, or desktop UI outside Orca's embedded browser only when the task requires OS/window-level control such as focus, menus, dialogs, coordinates, or screenshots. Use `orca-cli` for Orca's embedded pages and a page-automation tool such as Playwright or CDP for external pages.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "productivity",
        "browser-automation",
        "agent-orchestration",
        "design",
        "testing",
        "commerce"
      ],
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      "duplicate_of": null,
      "manifest": "https://github.com/dileep-kishore/zendots/blob/main/dot_agents/skills/orchestration/SKILL.md",
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
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        "qualified": true
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      "source_tier": "community",
      "star_velocity_7d": 0.0,
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    "indexed_at": "2026-09-12T23:17:40.479335+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "orchestration",
    "path": "dot_agents/skills/orchestration",
    "pushed_at": "2026-09-12T23:09:08+00:00",
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    "resources": {
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    "score": {
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      "maintenance": 100,
      "overall": 100,
      "quality": 93,
      "reasons": [
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        "Repository declares license MIT."
      ],
      "security": 100
    },
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      "score": 100
    },
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    },
    "stars": 3
  },
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    "archived": false,
    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/python-patterns",
    "compatibility": null,
    "description": "Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "security",
        "content",
        "engineering",
        "testing",
        "commerce",
        "data"
      ],
      "client_compatibility_evidence": {},
      "duplicate_of": null,
      "manifest": "https://github.com/dileep-kishore/zendots/blob/main/dot_agents/skills/python-patterns/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
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          "static-security": true
        },
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        "qualified": true
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      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
    },
    "forks": 0,
    "indexed_at": "2026-09-12T23:17:40.479335+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "python-patterns",
    "path": "dot_agents/skills/python-patterns",
    "pushed_at": "2026-09-12T23:09:08+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "dileep-kishore/zendots",
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    "resources": {
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      "maintenance": 100,
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      ],
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      "score": 100
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    "stars": 3
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/python-testing",
    "compatibility": null,
    "description": "Python testing strategies using pytest, TDD, fixtures, mocking, parametrization, and coverage guidance.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "engineering",
        "content",
        "data",
        "integrations",
        "productivity"
      ],
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          "duplicate": true,
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          "resource-integrity": true,
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    "license": "MIT",
    "metadata": {
      "origin": "ECC"
    },
    "name": "python-testing",
    "path": "dot_agents/skills/python-testing",
    "pushed_at": "2026-09-12T23:09:08+00:00",
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    "repo_full_name": "dileep-kishore/zendots",
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "hr-recruiting",
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/security-review",
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    "description": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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    "canonical_key": "dileep-kishore/zendots:dot_agents/skills/show-me-your-work",
    "compatibility": null,
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
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    "description": "Cut AI tells from assistant-authored natural-language prose. Must always apply\nto prose, but never to code, identifiers, commands, structured data, quoted\ntext, or exact strings.",
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    "description": "Use when a fix, optimization, or behavior change is claimed to work and needs fresh evidence, or when the user says \"verify this\", \"prove it\", \"did this fix it\", or \"show me the evidence\". Restates the claim falsifiably, captures baseline and treatment, and returns VERIFIED, NOT VERIFIED, or INCONCLUSIVE.",
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    "description": "Lay out every document that legislates in this repo in RANK ORDER -- the installed plugins' portable pages above this repo's own workflow folder, above its always-on CLAUDE.md closure -- and then read them against each other for contradictions. Use it when adopting this workflow into a repo that already had its own rules, when a session and a page disagree about how the cycle works, or before folding a shared rule into a root CLAUDE.md. The script locates and hands over; the judgement is yours, and nothing is ever edited.",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
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        "productivity",
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    "description": "Load Chris, the Chief of Staff, into this conversation: the orchestrator who classifies an assignment, names the specialist it belongs to, and closes it out. Use this in a session where his usual route is not available -- a repo that has not run `specialists-init` yet, no repo at all, or a fresh conversation in an app where the specialists arrived as subagents without a conductor. Before that bootstrap nothing else in context carries his rules for filing what you find or for verifying a refusal before you obey it. In a repo that has run `specialists-init` he is already loaded and this skill has nothing to add.",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
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          "duplicate": true,
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    "description": "Compose a task-specific agent, or a small organ of agents, at the moment of need — with an explicit role, scope, named skills, a done-test and an evidence tier — instead of routing to a standing agent definition. Use when a task needs delegating but no chartered agent fits cleanly, when the work spans two surfaces that no single owner covers, when a one-off specialty is needed that does not deserve a permanent charter, or when the operator says \"spin up an agent for this\". Do NOT use when a chartered agent already owns the surface — route to that owner instead.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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          "license": true,
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          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 1.945766325238432,
      "tree_files_scanned": 1
    },
    "forks": 4,
    "indexed_at": "2026-10-08T19:36:10.435455+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "extract-images",
    "path": ".claude/skills/extract-images",
    "pushed_at": "2026-10-08T19:32:30+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "repo_url": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "resources": {
      "assets": 0,
      "other": 0,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 47,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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        "Repository declares license AGPL-3.0."
      ],
      "security": 100
    },
    "security": {
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      "score": 100
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    "spec": {
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      "warnings": []
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    "stars": 21
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    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/featured-work-description",
    "compatibility": null,
    "description": "Use this skill whenever writing the 'Featured work' description that appears on a Source Library collection page — the short editorial blurb beneath a highlighted book's title, author, and bibliographic stats. Trigger for any request to write, rewrite, or edit a featured-work blurb, curator's pick description, or highlighted-book caption for a collection. The output is about the BOOK itself (what it is, why it matters, what is distinctive about it), never about Source Library, translation, OCR, or digitisation.",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
      "categories": [
        "content",
        "research",
        "localization",
        "legal-compliance",
        "media"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/featured-work-description/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
    },
    "forks": 3,
    "indexed_at": "2026-09-11T21:48:17.888608+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "featured-work-description",
    "path": ".claude/skills/featured-work-description",
    "pushed_at": "2026-09-11T21:48:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "repo_url": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "resources": {
      "assets": 0,
      "other": 0,
      "references": 0,
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    },
    "score": {
      "adoption": 42,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license AGPL-3.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 17
  },
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    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/glass-bead-game",
    "compatibility": null,
    "description": "Run a Glass Bead Game session — a parlor game played against the Source Library corpus. Players connect verified passages from different books, times, and traditions into a growing string of 'beads,' with Claude as librarian, verifier, and scribe. Trigger when the user says 'glass bead game,' 'let's play beads,' or asks to start/resume/publish a game session. Claude runs the search-verify-display loop; humans do the noticing, choosing, and judging.",
    "discovery_source": "repo-search:\"agent skills\" architecture in:name,description,readme",
    "evidence": {
      "categories": [
        "research",
        "content",
        "engineering",
        "hr-recruiting",
        "commerce",
        "data"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/glass-bead-game/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
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        "qualified": true
      },
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      "repo_has_tests": true,
      "source_tier": "community",
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    },
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    "indexed_at": "2026-10-08T19:36:10.435455+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "glass-bead-game",
    "path": ".claude/skills/glass-bead-game",
    "pushed_at": "2026-10-08T19:32:30+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
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    },
    "score": {
      "adoption": 47,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license AGPL-3.0."
      ],
      "security": 100
    },
    "security": {
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      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 21
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    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/lesson",
    "compatibility": null,
    "description": "Record a lesson learned after fixing a bug or discovering a pattern. Updates domain memory files and checks for contradictions. Use after resolving non-trivial issues.",
    "discovery_source": "repo-search:\"agent skills\" architecture in:name,description,readme",
    "evidence": {
      "categories": [
        "education",
        "content",
        "data",
        "design",
        "documentation",
        "engineering"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
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        ],
        "GitHub Copilot": [
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        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/lesson/SKILL.md",
      "qualification": {
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        "checks": {
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          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
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    "indexed_at": "2026-10-08T19:36:10.435455+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "lesson",
    "path": ".claude/skills/lesson",
    "pushed_at": "2026-10-08T19:32:30+00:00",
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    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
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    },
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      "quality": 100,
      "reasons": [
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      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 21
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/pipeline-context",
    "compatibility": null,
    "description": "Load context for pipeline, cron, Lambda, OCR, and translation work. Use when starting any pipeline monitoring, debugging, or processing task.",
    "discovery_source": "repo-search:\"agent skills\" architecture in:name,description,readme",
    "evidence": {
      "categories": [
        "localization",
        "engineering",
        "productivity",
        "data",
        "devops",
        "documentation"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/pipeline-context/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
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        "qualified": true
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      "repo_has_tests": true,
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    "indexed_at": "2026-10-08T19:36:10.435455+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "pipeline-context",
    "path": ".claude/skills/pipeline-context",
    "pushed_at": "2026-10-08T19:32:30+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "repo_url": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "resources": {
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    },
    "score": {
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      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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        "Repository declares license AGPL-3.0."
      ],
      "security": 100
    },
    "security": {
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      "score": 100
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    "spec": {
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      "valid": true,
      "warnings": []
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    "stars": 21
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/promote-lessons",
    "compatibility": null,
    "description": "Sweep Claude's private per-machine memory for team-relevant operational knowledge and propose moving it into the shared repo (or the private ops repo) as draft PRs. Use to promote lessons that accreted privately, or run on a schedule. Never auto-merges; never leaks.",
    "discovery_source": "repo-search:\"agent skills\" architecture in:name,description,readme",
    "evidence": {
      "categories": [
        "engineering",
        "business",
        "commerce",
        "content",
        "data",
        "devops"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/promote-lessons/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 1.945766325238432,
      "tree_files_scanned": 1
    },
    "forks": 4,
    "indexed_at": "2026-10-08T19:36:10.435455+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "promote-lessons",
    "path": ".claude/skills/promote-lessons",
    "pushed_at": "2026-10-08T19:32:30+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "repo_url": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "resources": {
      "assets": 0,
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      "references": 0,
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    },
    "score": {
      "adoption": 47,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license AGPL-3.0."
      ],
      "security": 100
    },
    "security": {
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      "score": 100
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    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 21
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/qa-audit",
    "compatibility": null,
    "description": "Quality auditor for Source Library. Prioritizes verifying original language texts (not modern translations), auditing metadata accuracy against title pages, USTC alignment, and translation quality. Use for systematic quality control or to identify modern translations that should be replaced with originals.",
    "discovery_source": "repo-search:\"agent skills\" business in:name,description,readme",
    "evidence": {
      "categories": [
        "research",
        "localization",
        "commerce",
        "data",
        "productivity",
        "agent-orchestration"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/qa-audit/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
    },
    "forks": 3,
    "indexed_at": "2026-09-11T21:48:17.888608+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "qa-audit",
    "path": ".claude/skills/qa-audit",
    "pushed_at": "2026-09-11T21:48:00+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "repo_url": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "resources": {
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    },
    "score": {
      "adoption": 42,
      "maintenance": 100,
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      "quality": 100,
      "reasons": [
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        "Repository declares license AGPL-3.0."
      ],
      "security": 100
    },
    "security": {
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      "score": 100
    },
    "spec": {
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      "valid": true,
      "warnings": []
    },
    "stars": 17
  },
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/quote-background-image",
    "compatibility": null,
    "description": "Use this skill whenever choosing or evaluating a background image for the 'quote' section of a Source Library collection page — the wide banner where a sourced quotation is overlaid on an image drawn from the collection's plates or illustrations. Trigger for any request to pick, rank, or judge a background image behind quote text, select a plate for the quote banner, or decide whether a candidate image works as a text background. The goal is a beautiful, legible, on-theme backdrop that the quotation reads cleanly over.",
    "discovery_source": "repo-search:\"agent skills\" architecture in:name,description,readme",
    "evidence": {
      "categories": [
        "hr-recruiting",
        "media",
        "research",
        "content",
        "design"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/quote-background-image/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 1.945766325238432,
      "tree_files_scanned": 1
    },
    "forks": 4,
    "indexed_at": "2026-10-08T19:36:10.435455+00:00",
    "license": "AGPL-3.0",
    "metadata": {},
    "name": "quote-background-image",
    "path": ".claude/skills/quote-background-image",
    "pushed_at": "2026-10-08T19:32:30+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "repo_url": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2",
    "resources": {
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    },
    "score": {
      "adoption": 47,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
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        "Repository declares license AGPL-3.0."
      ],
      "security": 100
    },
    "security": {
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      "score": 100
    },
    "spec": {
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      "valid": true,
      "warnings": []
    },
    "stars": 21
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "embassy-of-the-free-mind/sourcelibrary-v2:.claude/skills/scholarly-edition",
    "compatibility": null,
    "description": "Create a DOI-ready scholarly edition of a translated book. Use when asked to publish, create an edition, mint a DOI, or prepare a book for scholarly publication. Generates front matter, creates versioned editions, builds EPUBs, and mints DOIs via Zenodo.",
    "discovery_source": "repo-search:\"agent skills\" architecture in:name,description,readme",
    "evidence": {
      "categories": [
        "content",
        "engineering",
        "research",
        "documentation",
        "localization",
        "productivity"
      ],
      "client_compatibility_evidence": {
        "Claude Code": [
          "skill stored under .claude/skills"
        ],
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .claude/skills"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/blob/main/.claude/skills/scholarly-edition/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 1.945766325238432,
      "tree_files_scanned": 3
    },
    "forks": 4,
    "indexed_at": "2026-10-08T19:36:10.435455+00:00",
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    "license": "MIT",
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    },
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    "repo_full_name": "flext-sh/flext-dbt-ldap",
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    "canonical_key": "fyniujin/devskill:cn-model-gateway",
    "compatibility": null,
    "description": "国产大模型统一 MCP 服务器，通过标准 JSON-RPC 2.0 协议为 Claude Code / Cursor / Cline / n8n 等 18+ Agent 框架提供 DeepSeek、通义千问、智谱 GLM、Kimi、腾讯混元、火山豆包、MiniMax、零一万物、百川智能、阶跃星辰十家模型的统一调用接口。新增 5 个非 MCP 框架适配器：LangChain Tool、AutoGPT Plugin、CrewAI Tool、Coze 插件、Dify 工具节点，实现从 MCP 生态到全 Agent 生态的扩展。内置模型性能基准测试套件（50 道题库、6 维度评分、雷达图对比、历史追踪）和 Token 价格实时追踪（价格抓取、变更通知、趋势图、成本预测）。支持 8 个 MCP 工具（ask_model/describe_image/embed_text/rerank/audio_transcribe/video_understand/list_providers/health_check）、资源读取（配置/使用统计）、预置 prompt 模板（代码审查/翻译），内置统一错误映射、流式 SSE 输出、使用量统计、硬件感知并发控制。auto 模式支持能力画像排序 + 自动故障转移（超时/失败切备用）；API key 支持环境变量优先读取；SQLite 启用 WAL 模式支持多 Agent 框架并发写入；支持多模态视觉模型（Qwen-VL/GLM-4V/豆包视觉）和图片理解（describe_image）；支持 Function Calling / Tool Use（ask_model 传入 tools 参数）；新增文本向量嵌入（embed_text）、文档重排序（rerank）、语音转文字（audio_transcribe）、视频理解（video_understand）四个新工具。config.json 填写 api_key 即可启动，无需 GPU、不做微调、不做私有部署，只做标准 MCP 协议网关。",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
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        "media",
        "ai-ml",
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        "devops"
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      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/fyniujin/devskill/blob/main/cn-model-gateway/SKILL.md",
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    "indexed_at": "2026-09-11T12:41:20.921780+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "cn-model-gateway",
    "path": "cn-model-gateway",
    "pushed_at": "2026-09-11T12:36:15+00:00",
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    "repo_full_name": "fyniujin/devskill",
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      "adoption": 10,
      "maintenance": 100,
      "overall": 97,
      "quality": 93,
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        "Repository includes test evidence.",
        "No repository license detected."
      ],
      "security": 100
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    "security": {
      "findings": [],
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      "errors": [],
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    "allowed_tools": [],
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    "canonical_key": "gemyago/atlacp:.agent/skills/gopher",
    "compatibility": null,
    "description": "Portable Go style and testing habits: interfaces, errors, slog, tests, TDD mindset. Pair with each project's AGENTS.md (or equivalent) for versions, layout, commands, and tooling.",
    "discovery_source": "repo-search:\"claude skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "engineering",
        "commerce",
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      "client_compatibility_evidence": {},
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    "indexed_at": "2026-09-11T12:44:01.617381+00:00",
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        "productivity",
        "design",
        "localization",
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      "manifest": "https://github.com/giancaremma50-hue/demo-ats/blob/main/.claude/skills/ponytail/SKILL.md",
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    "indexed_at": "2026-09-11T16:54:16.213766+00:00",
    "license": "MIT",
    "metadata": {},
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      "overall": 97,
      "quality": 93,
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    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gizziio/allternit-platform:.agents/skills/clerk",
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "testing",
        "productivity",
        "engineering",
        "integrations",
        "design"
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        "GitHub Copilot": [
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        "OpenAI Codex": [
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      "duplicate_of": null,
      "manifest": "https://github.com/Gizziio/allternit-platform/blob/main/.agents/skills/clerk/SKILL.md",
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    "canonical_key": "gizziio/allternit-platform:.agents/skills/clerk-billing",
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    "description": "Clerk Billing for subscription management - render Clerk's PricingTable and in-app checkout drawer, configure subscription plans, seat-limit plans for B2B, feature entitlements with has(), and billing webhooks. Use for SaaS monetization, plan gating, checkout flows, trials, invoicing, and subscription lifecycle management.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "engineering",
        "media",
        "security",
        "content"
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      "maintenance": 100,
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      "reasons": [
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    "stars": 1
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    "archived": false,
    "canonical_key": "gizziio/allternit-platform:.agents/skills/clerk-chrome-extension-patterns",
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      "manifest": "https://github.com/Gizziio/allternit-platform/blob/main/.agents/skills/clerk-chrome-extension-patterns/SKILL.md",
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    "spec": {
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      "warnings": [
        "metadata values should be strings according to the open specification"
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    "stars": 1
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "testing",
        "integrations",
        "content",
        "devops",
        "security"
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "productivity",
        "content",
        "marketing",
        "media"
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    "pushed_at": "2026-09-13T19:45:03+00:00",
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    "archived": false,
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    "description": "Add Clerk authentication to Expo and React Native apps using @clerk/expo. Use for Expo setup, prebuilt native components (AuthView, UserButton), custom sign-in/sign-up flows (email, password, SMS/phone OTP, MFA), OAuth/SSO, native Google/Apple sign-in, Expo Router protected routes, biometrics, and push notifications. Do not use for native Swift/iOS, native Android/Kotlin, or web-only framework projects.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "mobile",
        "engineering",
        "integrations",
        "content",
        "productivity",
        "browser-automation"
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      "client_compatibility_evidence": {
        "GitHub Copilot": [
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        "OpenAI Codex": [
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      "duplicate_of": null,
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          "resource-integrity": true,
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    "forks": 0,
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    "license": "MIT",
    "metadata": {
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      "version": "2.0.0"
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    "name": "clerk-expo",
    "path": ".agents/skills/clerk-expo",
    "pushed_at": "2026-09-13T19:45:03+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "Gizziio/allternit-platform",
    "repo_url": "https://github.com/Gizziio/allternit-platform",
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      "references": 6,
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      "adoption": 17,
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    "security": {
      "findings": [],
      "score": 100
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      "valid": true,
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    "archived": false,
    "canonical_key": "gizziio/allternit-platform:.agents/skills/clerk-nextjs-patterns",
    "compatibility": "Requires NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY and CLERK_SECRET_KEY. For manual JWT verification (standalone API servers without Clerk middleware), additionally requires CLERK_JWT_KEY or CLERK_PEM_PUBLIC_KEY.",
    "description": "Advanced Next.js patterns - middleware, Server Actions, caching with Clerk.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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      "client_compatibility_evidence": {
        "GitHub Copilot": [
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        "OpenAI Codex": [
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      "client_compatibility_evidence": {
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      "duplicate_of": null,
      "manifest": "https://github.com/Gizziio/allternit-platform/blob/main/.agents/skills/clerk-nuxt-patterns/SKILL.md",
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        "checks": {
          "active-source": true,
          "behavioral-safety": true,
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    "evidence": {
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        "documentation",
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        "productivity",
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          "behavioral-safety": true,
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      "version": "3.0.0"
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    "canonical_key": "gizziio/allternit-platform:.agents/skills/clerk-react-patterns",
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        "OpenAI Codex": [
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      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/skyrim-term-contract-workflow",
    "compatibility": "Reference workflow; no scripts. Consumes the pipeline skills dictionary-noun-audit, term-contract-compiler, translation-quality-gate, xtranslator-xml-writer.",
    "description": "runed-lexicon 的官方名词契约与质量门禁工作流：新 MOD 开工前与批次收尾后的强制流程（dictionary-noun-audit 候选发现 → Agent 消解 → term-contract-compiler 编译契约 → unit bindings → translation-quality-gate → 确定性写回 → 复扫），含 PASS 声明口径与已知工具行为。Use when starting a new MOD translation, finishing any translation/rectification batch, running or interpreting dictionary-noun-audit / term-contract-compiler / translation-quality-gate / xtranslator-xml-writer results, or writing convergence claims in reports.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "localization",
        "security",
        "content",
        "agent-orchestration",
        "engineering",
        "hr-recruiting"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/gkd2323c/runed-lexicon/blob/main/.agents/skills/skyrim-term-contract-workflow/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
    },
    "forks": 0,
    "indexed_at": "2026-09-11T12:39:00.478677+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "version": "1.1.1"
    },
    "name": "skyrim-term-contract-workflow",
    "path": ".agents/skills/skyrim-term-contract-workflow",
    "pushed_at": "2026-09-11T12:36:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "gkd2323c/runed-lexicon",
    "repo_url": "https://github.com/gkd2323c/runed-lexicon",
    "resources": {
      "assets": 0,
      "other": 0,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/skyrim-translation-craft",
    "compatibility": "Reference rules only; no scripts. Companion to the runed-lexicon pipeline skills.",
    "description": "Skyrim MOD 翻译工艺规则：上下文优先通读、信息揭示顺序与禁止剧透、原版词典证据用法、翻译风格、按 REC 记录类型的差异化策略。Use when starting or reviewing any Skyrim MOD translation work, translating or judging INFO/DIAL/QUST/BOOK text, deciding terminology in context, checking spoiler/knowledge-boundary risk, or evaluating whether a dictionary hit applies.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "localization",
        "design"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/gkd2323c/runed-lexicon/blob/main/.agents/skills/skyrim-translation-craft/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
    },
    "forks": 0,
    "indexed_at": "2026-09-11T12:39:00.478677+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "version": "1.1.0"
    },
    "name": "skyrim-translation-craft",
    "path": ".agents/skills/skyrim-translation-craft",
    "pushed_at": "2026-09-11T12:36:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "gkd2323c/runed-lexicon",
    "repo_url": "https://github.com/gkd2323c/runed-lexicon",
    "resources": {
      "assets": 0,
      "other": 0,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/skyrim-xml-verification",
    "compatibility": "Reference rules only; no scripts.",
    "description": "runed-lexicon 的 XML 安全与验证规范：写回前后必须执行的验证清单、哈希与 provenance 的使用边界、性能与验证的职责分离原则。Use before or after any xTranslator XML writeback, when designing or reviewing XML-modifying tools, when deciding whether hashes/provenance need rebuilding, or when judging whether \"工程验证通过\" can be claimed.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "ai-ml",
        "research"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/gkd2323c/runed-lexicon/blob/main/.agents/skills/skyrim-xml-verification/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
    },
    "forks": 0,
    "indexed_at": "2026-09-11T12:39:00.478677+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "version": "1.1.0"
    },
    "name": "skyrim-xml-verification",
    "path": ".agents/skills/skyrim-xml-verification",
    "pushed_at": "2026-09-11T12:36:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "gkd2323c/runed-lexicon",
    "repo_url": "https://github.com/gkd2323c/runed-lexicon",
    "resources": {
      "assets": 0,
      "other": 0,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/subagent-ops",
    "compatibility": "纯规范文档，无脚本、无外部依赖。",
    "description": "子代理协作操作手册（subagent orchestration）。覆盖委派决策、任务卡编译（信息三分法）、体量上限、并行协作纪律（单写者、幂等保护、送达纪律、实例生命周期）、产出验收三查、故障归因与恢复。Use when 派子代理做独立或并行任务、多路批量翻译/审计/扫描、编排多代理协作、验收子代理产出、处理子代理崩溃无产出、控制派单体量，或判断某任务该不该交给子代理。Triggers: subagent, subagents, delegation, dispatch, parallel agents, multi-agent, orchestration, handoff, 子代理, 派单, 派发, 并行, 委派, 验收, 编排.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "agent-orchestration",
        "productivity",
        "engineering"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/gkd2323c/runed-lexicon/blob/main/.agents/skills/subagent-ops/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 1
    },
    "forks": 0,
    "indexed_at": "2026-09-11T12:39:00.478677+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "version": "1.0.0"
    },
    "name": "subagent-ops",
    "path": ".agents/skills/subagent-ops",
    "pushed_at": "2026-09-11T12:36:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "gkd2323c/runed-lexicon",
    "repo_url": "https://github.com/gkd2323c/runed-lexicon",
    "resources": {
      "assets": 0,
      "other": 0,
      "references": 0,
      "scripts": 0
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/translation-batch-preparer",
    "compatibility": "Requires Python 3.10+ and the runed-lexicon project layout with dictionary/ and mods/ directories. Uses only the Python standard library and does not require network access.",
    "description": "Prepare structured translation batches from xTranslator XML for Skyrim mod localization without modifying the source XML. Use this skill whenever a Skyrim mod translation needs to be broken into reviewable batches, untranslated entries need stable identifiers and duplicate counts, or official Skyrim/DLC terminology should be attached before an Agent begins translating. Before any actual translation decisions, fully read the target mod's CONTEXT.md and DICTIONARY.md; if either file is missing, stop and ask the user whether to create it.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "localization",
        "research",
        "design",
        "hr-recruiting",
        "commerce",
        "content"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/gkd2323c/runed-lexicon/blob/main/.agents/skills/translation-batch-preparer/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 3
    },
    "forks": 0,
    "indexed_at": "2026-09-11T12:39:00.478677+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "version": "0.1.3"
    },
    "name": "translation-batch-preparer",
    "path": ".agents/skills/translation-batch-preparer",
    "pushed_at": "2026-09-11T12:36:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "gkd2323c/runed-lexicon",
    "repo_url": "https://github.com/gkd2323c/runed-lexicon",
    "resources": {
      "assets": 0,
      "other": 1,
      "references": 0,
      "scripts": 1
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/translation-context-builder",
    "compatibility": "Requires Python 3.10+ and the runed-lexicon project layout with mods/, dictionary/, and xEdit context JSON. Uses only the Python standard library and does not require network access.",
    "description": "Build structured, traceable translation context batches for Skyrim mod localization by merging xTranslator XML, xEdit dialogue context JSON, the MOD's machine-readable terms.json, and all official XML dictionaries under dictionary/. Use this before a translation Agent starts working when INFO dialogue needs quest/topic/speaker/context evidence attached. Human-facing documents (CONTEXT.md, DICTIONARY.md) are read by translation agents directly and are never read, parsed, embedded, or hashed by this tool. This skill prepares context only; it does not translate text or write changes back to XML.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "localization",
        "content",
        "research",
        "ai-ml",
        "commerce",
        "data"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/gkd2323c/runed-lexicon/blob/main/.agents/skills/translation-context-builder/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 3
    },
    "forks": 0,
    "indexed_at": "2026-09-11T12:39:00.478677+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "version": "0.3.1"
    },
    "name": "translation-context-builder",
    "path": ".agents/skills/translation-context-builder",
    "pushed_at": "2026-09-11T12:36:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "gkd2323c/runed-lexicon",
    "repo_url": "https://github.com/gkd2323c/runed-lexicon",
    "resources": {
      "assets": 0,
      "other": 1,
      "references": 0,
      "scripts": 1
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/translation-executor",
    "compatibility": "Requires Python 3.10+ and a translation-context-builder JSON payload. Uses only the Python standard library. This skill never writes xTranslator XML.",
    "description": "Translate Agent-ready Skyrim mod localization batches produced by translation-context-builder into structured, reviewable translation draft JSON, then validate identity, source fidelity, protected placeholders, and batch completeness without touching xTranslator XML. Use whenever actual translation of prepared Skyrim/MOD context is about to begin, when an Agent needs a deterministic result contract for translated strings, or when a translation draft must be checked before any XML writeback step.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "localization",
        "research",
        "commerce",
        "content",
        "data",
        "documentation"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
      "duplicate_of": null,
      "manifest": "https://github.com/gkd2323c/runed-lexicon/blob/main/.agents/skills/translation-executor/SKILL.md",
      "qualification": {
        "blocking_reasons": [],
        "checks": {
          "active-source": true,
          "behavioral-safety": true,
          "duplicate": true,
          "instruction-depth": true,
          "license": true,
          "portability": true,
          "resource-integrity": true,
          "script-verification": true,
          "spec-validity": true,
          "static-security": true
        },
        "policy_version": 1,
        "qualified": true
      },
      "repo_has_readme": true,
      "repo_has_tests": true,
      "source_tier": "community",
      "star_velocity_7d": 0.0,
      "tree_files_scanned": 11
    },
    "forks": 0,
    "indexed_at": "2026-09-11T12:39:00.478677+00:00",
    "license": "Apache-2.0",
    "metadata": {
      "version": "0.2.3"
    },
    "name": "translation-executor",
    "path": ".agents/skills/translation-executor",
    "pushed_at": "2026-09-11T12:36:17+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "gkd2323c/runed-lexicon",
    "repo_url": "https://github.com/gkd2323c/runed-lexicon",
    "resources": {
      "assets": 0,
      "other": 1,
      "references": 0,
      "scripts": 9
    },
    "score": {
      "adoption": 10,
      "maintenance": 100,
      "overall": 100,
      "quality": 100,
      "reasons": [
        "Repository includes test evidence.",
        "Repository declares license Apache-2.0."
      ],
      "security": 100
    },
    "security": {
      "findings": [],
      "score": 100
    },
    "spec": {
      "errors": [],
      "valid": true,
      "warnings": []
    },
    "stars": 0
  },
  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "gkd2323c/runed-lexicon:.agents/skills/xedit-context-exporter",
    "compatibility": "Requires Windows, Python 3.10+, xEdit under tools/xEdit, and an installed Skyrim Special Edition Data directory containing the target plugin's masters. Uses xEdit in command-line Script mode and never modifies the source plugin.",
    "description": "Export deterministic Skyrim dialogue context from an original ESP/ESM/ESL with xEdit, including DIAL to child INFO relationships, quest/branch/topic metadata, prompts, conditions, responses, and structurally resolved speaker candidates. Use when xTranslator XML no longer preserves enough structure to associate INFO lines with their real dialogue topics or speakers, or when translation needs plugin-grounded dialogue context without using the xEdit GUI.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
        "hr-recruiting",
        "commerce",
        "localization",
        "research",
        "content",
        "data"
      ],
      "client_compatibility_evidence": {
        "GitHub Copilot": [
          "GitHub Copilot supports project skills under .agents/skills"
        ],
        "OpenAI Codex": [
          "skill stored under the cross-client .agents/skills path"
        ]
      },
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    "description": "Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "code-review",
        "content",
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        "security"
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "commerce",
        "data",
        "testing",
        "browser-automation",
        "content"
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      "client_compatibility_evidence": {
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    "compatibility": null,
    "description": "Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified (\"build me X\" without \"for whom\" or \"why now\"), when the user explicitly invokes (\"interview me\", \"grill me\", \"are we sure?\", \"stress-test my thinking\"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "productivity",
        "testing",
        "content",
        "documentation",
        "research"
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      "client_compatibility_evidence": {
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        "OpenAI Codex": [
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      "duplicate_of": null,
      "manifest": "https://github.com/jairorodriguezarias/siesta/blob/main/.agents/skills/interview-me/SKILL.md",
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    "canonical_key": "jairorodriguezarias/siesta:.agents/skills/spec-driven-development",
    "compatibility": null,
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    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "content",
        "productivity",
        "testing",
        "data",
        "design"
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      "client_compatibility_evidence": {
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        "OpenAI Codex": [
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      "duplicate_of": null,
      "manifest": "https://github.com/jairorodriguezarias/siesta/blob/main/.agents/skills/spec-driven-development/SKILL.md",
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    "canonical_key": "jairorodriguezarias/siesta:factory/skills/factory-learner",
    "compatibility": null,
    "description": "Learns after EACH issue execution, not just at project end. Qwen 2.5 governs this micro-learning loop. Analyzes what happened during the issue — blockers, consultations, proxy decisions, successes — and improves factory skills immediately. Use after every issue is resolved.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
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        "testing"
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      "client_compatibility_evidence": {},
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    "license": "MIT",
    "metadata": {},
    "name": "factory-learner",
    "path": "factory/skills/factory-learner",
    "pushed_at": "2026-09-11T16:44:22+00:00",
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    "repo_full_name": "jairorodriguezarias/siesta",
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  {
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    "archived": false,
    "canonical_key": "jairorodriguezarias/siesta:factory/skills/human-proxy",
    "compatibility": null,
    "description": "Acts as the human stand-in when skills expect human approval. Reads the KB graph for context, evaluates decisions against the original human intent, approves or rejects, and logs its decision to the KB. Use when an addyosmani skill says \"ask the user\", \"wait for approval\", or \"confirm with the human\".",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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      ],
      "client_compatibility_evidence": {},
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    "indexed_at": "2026-09-11T16:54:44.967657+00:00",
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    "metadata": {},
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    "path": "factory/skills/human-proxy",
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    "canonical_key": "jairorodriguezarias/siesta:factory/skills/kb-manager",
    "compatibility": null,
    "description": "Manages the JSON-based knowledge graph with progressive disclosure. Use when reading or writing decisions, blockers, learnings, or consultations to the KB. Provides query, append, and link operations.",
    "discovery_source": "repo-search:\"agent skills\" in:name,description,readme",
    "evidence": {
      "categories": [
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        "education"
      ],
      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/jairorodriguezarias/siesta/blob/main/factory/skills/kb-manager/SKILL.md",
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    "indexed_at": "2026-09-11T16:54:44.967657+00:00",
    "license": "MIT",
    "metadata": {},
    "name": "kb-manager",
    "path": "factory/skills/kb-manager",
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  {
    "allowed_tools": [],
    "archived": false,
    "canonical_key": "jeong-sik/masc:skills/browser-lanes",
    "compatibility": null,
    "description": "Use MASC Browser tools to read or operate Firefox/Zen tabs, inspect images, and verify requested web actions. Use for Browser Lane work and session, selector, or browser connection failures.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
      "categories": [
        "browser-automation",
        "content",
        "productivity"
      ],
      "client_compatibility_evidence": {},
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      "manifest": "https://github.com/jeong-sik/masc/blob/main/skills/browser-lanes/SKILL.md",
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    "indexed_at": "2026-09-12T17:07:24.760311+00:00",
    "license": "MIT",
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      ],
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    "stars": 1
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    "canonical_key": "jeong-sik/masc:skills/evidence-review",
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    "description": "Task 완료나 Goal 달성의 증거를 검토할 때, 제출 자료와 실행 로그를 요구 항목·리비전·측정 조건에 대조합니다.",
    "discovery_source": "repo-search:\"SKILL.md\" in:readme",
    "evidence": {
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      ],
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    "license": "MIT",
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    "path": "skills/evidence-review",
    "pushed_at": "2026-10-04T08:24:28+00:00",
    "repo_default_branch": "main",
    "repo_full_name": "jeong-sik/masc",
    "repo_url": "https://github.com/jeong-sik/masc",
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    },
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      "reasons": [
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      ],
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    "discovery_source": "repo-search:\"agent skills\" translation in:name,description,readme",
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    "discovery_source": "repo-search:\"agent skills\" translation in:name,description,readme",
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