[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6JE825S80ZEVCWWHVN3D8V2":3,"skill-same:01M6JE825S80ZEVCWWHVN3D8V2":82},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":43,"linkOnly":44,"markdownContent":45,"markdownBody":46,"frontMatter":47,"refName":48,"commitSha":49,"skillDirectory":50,"forksCount":51,"repositoryHtmlUrl":52,"repositoryHomepageUrl":53,"ownerHtmlUrl":54,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":55,"install":56,"resources":69},"01M6JE825S80ZEVCWWHVN3D8V2","read-github",null,"Read GitHub repos the RIGHT way - via gitmcp.io instead of raw scraping. Why this beats web search: (1) Semantic search across docs, not just keyword matching, (2) Smart code navigation with accurate file structure - zero hallucinations on repo layout, (3) Proper markdown output optimized for LLMs, not raw HTML\u002FJSON garbage, (4) Aggregates README + \u002Fdocs + code in one clean interface, (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.","S3YED\u002Fappie-kit","S3YED","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F62743867?v=4","01M6JBKBRRVP6KMS0VWZ27T3R6","01M6JBKBX0KG30284PW1DBYJT1",14,"MIT","https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fintegrations\u002Fread-github\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"read github","read","github","scraping","interface","io","layout","across","aggregates","structure","clean","stop","web search","markdown","why","search","code","semantic search","repos","llms","2026-11-10 10:12:30",false,"---\nname: read-github\ndescription: >\n  Read GitHub repos the RIGHT way - via gitmcp.io instead of raw scraping. Why this beats web search:\n  (1) Semantic search across docs, not just keyword matching, (2) Smart code navigation with accurate\n  file structure - zero hallucinations on repo layout, (3) Proper markdown output optimized for LLMs,\n  not raw HTML\u002FJSON garbage, (4) Aggregates README + \u002Fdocs + code in one clean interface,\n  (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.\n---\n\n# Read GitHub Docs\n\nAccess GitHub repository documentation and code via the gitmcp.io MCP service.\n\n## URL Conversion\n\nConvert GitHub URLs to gitmcp.io:\n- `github.com\u002Fowner\u002Frepo` → `gitmcp.io\u002Fowner\u002Frepo`\n- `https:\u002F\u002Fgithub.com\u002Fkarpathy\u002Fllm-council` → `https:\u002F\u002Fgitmcp.io\u002Fkarpathy\u002Fllm-council`\n\n## CLI Usage\n\nThe `scripts\u002Fgitmcp.py` script provides CLI access to repository docs.\n\n### List Available Tools\n\n```bash\npython3 scripts\u002Fgitmcp.py list-tools owner\u002Frepo\n```\n\n### Fetch Documentation\n\nRetrieves the full documentation file (README, docs, etc.):\n\n```bash\npython3 scripts\u002Fgitmcp.py fetch-docs owner\u002Frepo\n```\n\n### Search Documentation\n\nSemantic search within repository documentation:\n\n```bash\npython3 scripts\u002Fgitmcp.py search-docs owner\u002Frepo \"query\"\n```\n\n### Search Code\n\nSearch code using GitHub Search API (exact match):\n\n```bash\npython3 scripts\u002Fgitmcp.py search-code owner\u002Frepo \"function_name\"\n```\n\n### Fetch Referenced URL\n\nFetch content from URLs mentioned in documentation:\n\n```bash\npython3 scripts\u002Fgitmcp.py fetch-url owner\u002Frepo \"https:\u002F\u002Fexample.com\u002Fdoc\"\n```\n\n### Direct Tool Call\n\nCall any MCP tool directly:\n\n```bash\npython3 scripts\u002Fgitmcp.py call owner\u002Frepo tool_name '{\"arg\": \"value\"}'\n```\n\n## Tool Names\n\nTool names are dynamically prefixed with the repo name (underscored):\n- `karpathy\u002Fllm-council` → `fetch_llm_council_documentation`\n- `facebook\u002Freact` → `fetch_react_documentation`\n- `my-org\u002Fmy-repo` → `fetch_my_repo_documentation`\n\n## Available MCP Tools\n\nFor any repository, these tools are available:\n\n1. **fetch_{repo}_documentation** - Fetch entire documentation. Call first for general questions.\n2. **search_{repo}_documentation** - Semantic search within docs. Use for specific queries.\n3. **search_{repo}_code** - Search code via GitHub API (exact match). Returns matching files.\n4. **fetch_generic_url_content** - Fetch any URL referenced in docs, respecting robots.txt.\n\n## Workflow\n\n1. When given a GitHub repo, first fetch documentation to understand the project\n2. Use search-docs for specific questions about usage or features\n3. Use search-code to find implementations or specific functions\n4. Use fetch-url to retrieve external references mentioned in docs\n","# Read GitHub Docs\n\nAccess GitHub repository documentation and code via the gitmcp.io MCP service.\n\n## URL Conversion\n\nConvert GitHub URLs to gitmcp.io:\n- `github.com\u002Fowner\u002Frepo` → `gitmcp.io\u002Fowner\u002Frepo`\n- `https:\u002F\u002Fgithub.com\u002Fkarpathy\u002Fllm-council` → `https:\u002F\u002Fgitmcp.io\u002Fkarpathy\u002Fllm-council`\n\n## CLI Usage\n\nThe `scripts\u002Fgitmcp.py` script provides CLI access to repository docs.\n\n### List Available Tools\n\n```bash\npython3 scripts\u002Fgitmcp.py list-tools owner\u002Frepo\n```\n\n### Fetch Documentation\n\nRetrieves the full documentation file (README, docs, etc.):\n\n```bash\npython3 scripts\u002Fgitmcp.py fetch-docs owner\u002Frepo\n```\n\n### Search Documentation\n\nSemantic search within repository documentation:\n\n```bash\npython3 scripts\u002Fgitmcp.py search-docs owner\u002Frepo \"query\"\n```\n\n### Search Code\n\nSearch code using GitHub Search API (exact match):\n\n```bash\npython3 scripts\u002Fgitmcp.py search-code owner\u002Frepo \"function_name\"\n```\n\n### Fetch Referenced URL\n\nFetch content from URLs mentioned in documentation:\n\n```bash\npython3 scripts\u002Fgitmcp.py fetch-url owner\u002Frepo \"https:\u002F\u002Fexample.com\u002Fdoc\"\n```\n\n### Direct Tool Call\n\nCall any MCP tool directly:\n\n```bash\npython3 scripts\u002Fgitmcp.py call owner\u002Frepo tool_name '{\"arg\": \"value\"}'\n```\n\n## Tool Names\n\nTool names are dynamically prefixed with the repo name (underscored):\n- `karpathy\u002Fllm-council` → `fetch_llm_council_documentation`\n- `facebook\u002Freact` → `fetch_react_documentation`\n- `my-org\u002Fmy-repo` → `fetch_my_repo_documentation`\n\n## Available MCP Tools\n\nFor any repository, these tools are available:\n\n1. **fetch_{repo}_documentation** - Fetch entire documentation. Call first for general questions.\n2. **search_{repo}_documentation** - Semantic search within docs. Use for specific queries.\n3. **search_{repo}_code** - Search code via GitHub API (exact match). Returns matching files.\n4. **fetch_generic_url_content** - Fetch any URL referenced in docs, respecting robots.txt.\n\n## Workflow\n\n1. When given a GitHub repo, first fetch documentation to understand the project\n2. Use search-docs for specific questions about usage or features\n3. Use search-code to find implementations or specific functions\n4. Use fetch-url to retrieve external references mentioned in docs\n",{"name":5,"description":7},"master","8ec37df6d71fb664ea19d32c079e7d3ff931a8e0","skills\u002Fintegrations\u002Fread-github",3,"https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit","https:\u002F\u002Fweblyfe.ai","https:\u002F\u002Fgithub.com\u002FS3YED","2026-08-27 01:54:02",{"source":8,"skillName":5,"commands":57,"prompt":67,"zipAvailable":68},[58,61,64],{"tool":59,"command":60},"npx","npx skills add S3YED\u002Fappie-kit --skill read-github",{"tool":62,"command":63},"bunx","bunx skills add S3YED\u002Fappie-kit --skill read-github",{"tool":65,"command":66},"pnpm","pnpm dlx skills add S3YED\u002Fappie-kit --skill read-github","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fintegrations\u002Fread-github\u002FSKILL.md",true,[70,76],{"path":71,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":74,"sourceHtmlUrl":75},".clawhub\u002Forigin.json","REFERENCE","参考文档",143,"https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fintegrations\u002Fread-github\u002F.clawhub\u002Forigin.json",{"path":77,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":80,"sourceHtmlUrl":81},"scripts\u002Fgitmcp.py","SCRIPT","脚本",9493,"https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fintegrations\u002Fread-github\u002Fscripts\u002Fgitmcp.py",[83,115,150,175,206,230],{"skillNo":84,"name":85,"nameZh":6,"description":86,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":87,"categories":88,"keywords":96,"publishedAt":43},"01M6JFD4M6N4DSGC7TXEJ5R3J2","ai-music","AI music generation and audio tools: HeartMuLa lyrics-to-music generation, songwriting craft (+ Suno prompts), and audio spectrogram\u002Ffeature visualization.","https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fwethlete\u002Fai-music\u002FSKILL.md",[89,92,95],{"categoryNo":90,"categoryName":91,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000013","分析与可视化",{"categoryNo":93,"categoryName":94,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000016","图像与多媒体",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114],"music","ai music","humanizer","visualization","Tools","Audio","hermes","hermes agent","songwriting","suno","lyrics","prompts","heartmula","craft","generation","feature","ai music generation","music generation",{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":129,"publishedAt":43},"01M6JFCZE4XNFQFMNZDHKHT5V5","agentic-webdesign-design-system-ingestion","Use v0 Design Systems 2.0, Bolt Design System Agents, or Lovable to generate production UI from a client's real design system components — not generic Tailwind. Use when building a client website where brand consistency matters.","https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fweb-design\u002Fagentic-webdesign-design-system-ingestion\u002FSKILL.md",[121,124],{"categoryNo":122,"categoryName":123,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":125,"categoryName":126,"taxonomyType":127,"taxonomyTypeDesc":128},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149],"design","agentic","design system","system","ingestion","webdesign","agentic webdesign design system ingestion","components","generate","design systems","website","ui","Tailwind","bolt","lovable","v0","design-system","wed","design system components","appie",{"skillNo":151,"name":152,"nameZh":6,"description":153,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":154,"categories":155,"keywords":158,"publishedAt":43},"01M6JFCVPX3913CFAS6QQJ33ZB","agentic-webdesign-agent-elements","Use 21st.dev Agent Elements — 25 shadcn\u002Fui components purpose-built for AI agent UIs. Tool cards (Bash, Edit, Search, Plan, Subagent, MCP), chat, input, streaming. Open source, shadcn-registry install, no runtime lock-in.","https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fweb-design\u002Fagentic-webdesign-agent-elements\u002FSKILL.md",[156,157],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":125,"categoryName":126,"taxonomyType":127,"taxonomyTypeDesc":128},[131,159,135,160,161,162,137,163,38,164,165,166,167,168,169,170,171,172,173,174],"elements","agentic webdesign agent elements","MCP","ai agent","registry","streaming","open source","open","Bash","plan","subagent","edit","install","input","lock","source",{"skillNo":176,"name":177,"nameZh":6,"description":178,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":179,"categories":180,"keywords":185,"publishedAt":43},"01M6JFCQC7H65M9QJ6TRE71BS1","vercel-deployment","Deploy static sites and frontends to Vercel — handles both CLI and REST API paths, including the CLI token sanitization workaround.","https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fsoftware-development\u002Fvercel-deployment\u002FSKILL.md",[181,184],{"categoryNo":182,"categoryName":183,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205],"deployment","vercel deployment","vercel","macos","cli","linux","windows","deploy","vercel deploy","REST","api","site","deploy to vercel","token","rest api","host","sites","paths","sanitization","static site",{"skillNo":207,"name":208,"nameZh":6,"description":209,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":210,"categories":211,"keywords":213,"publishedAt":43},"01M6JFCM4SMTXBM5A01BK2YQG1","software-quality-workflows","Umbrella workflow for TDD, debugging, code simplification, spikes, pre-commit review, and debugger-assisted investigation.","https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fsoftware-development\u002Fsoftware-quality-workflows\u002FSKILL.md",[212],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[214,215,216,217,218,219,220,221,222,39,223,224,225,226,227,228,229],"workflows","quality","software","software quality workflows","review","tdd","workflow","commit","debugging","debugger","pre-commit","investigation","code simplification","user","simplification","for",{"skillNo":231,"name":232,"nameZh":6,"description":233,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":234,"categories":235,"keywords":243,"publishedAt":43},"01M6JFCGD0M6CEATY01W7YN6DB","react-component-refactoring","Safely refactor large React components into smaller, maintainable pieces using proven patterns","https:\u002F\u002Fgithub.com\u002FS3YED\u002Fappie-kit\u002Fblob\u002Fmaster\u002Fskills\u002Fsoftware-development\u002Freact-component-refactoring\u002FSKILL.md",[236,239,242],{"categoryNo":237,"categoryName":238,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":240,"categoryName":241,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[244,245,246,247,248,249,250,251,189,252,253,137,254,192,255,39,256,257,258,259],"react","component","refactoring","component refactoring","react component","react component refactoring","frontend","writing","safe","typescript","react components","modular","refactor","simplify","patterns","test-driven-development"]