[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6C5B29V8B628795HT4E5TM1":3,"skill-same:01M6C5B29V8B628795HT4E5TM1":81},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":28,"publishedAt":37,"linkOnly":38,"markdownContent":39,"markdownBody":40,"frontMatter":41,"refName":42,"commitSha":43,"skillDirectory":44,"forksCount":14,"repositoryHtmlUrl":45,"repositoryHomepageUrl":6,"ownerHtmlUrl":46,"ownerBlogUrl":47,"ownerDescription":6,"updatedAt":48,"install":49,"resources":62},"01M6C5B29V8B628795HT4E5TM1","requesting-code-review",null,"Use when completing tasks, implementing major features, or before merging to verify work meets requirements","CoralShades\u002Facm-ai","CoralShades","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F220297585?v=4","01M6C5211QSJHZ8HXSDDWCR507","Coral Shades AI Agency","01M6C52161FNQDRQ0FRR8DAA9D",0,"MIT","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Frequesting-code-review\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000007","代码审查","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":26,"taxonomyTypeDesc":27},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[29,30,31,32,33,34,35,36],"code review","review","code","requesting code review","tasks","verify","work","use","2026-11-10 10:12:30",false,"---\nname: requesting-code-review\ndescription: Use when completing tasks, implementing major features, or before merging to verify work meets requirements\n---\n\n# Requesting Code Review\n\nDispatch superpowers:code-reviewer subagent to catch issues before they cascade.\n\n**Core principle:** Review early, review often.\n\n## When to Request Review\n\n**Mandatory:**\n- After each task in subagent-driven development\n- After completing major feature\n- Before merge to main\n\n**Optional but valuable:**\n- When stuck (fresh perspective)\n- Before refactoring (baseline check)\n- After fixing complex bug\n\n## How to Request\n\n**1. Get git SHAs:**\n```bash\nBASE_SHA=$(git rev-parse HEAD~1)  # or origin\u002Fmain\nHEAD_SHA=$(git rev-parse HEAD)\n```\n\n**2. Dispatch code-reviewer subagent:**\n\nUse Task tool with superpowers:code-reviewer type, fill template at `code-reviewer.md`\n\n**Placeholders:**\n- `{WHAT_WAS_IMPLEMENTED}` - What you just built\n- `{PLAN_OR_REQUIREMENTS}` - What it should do\n- `{BASE_SHA}` - Starting commit\n- `{HEAD_SHA}` - Ending commit\n- `{DESCRIPTION}` - Brief summary\n\n**3. Act on feedback:**\n- Fix Critical issues immediately\n- Fix Important issues before proceeding\n- Note Minor issues for later\n- Push back if reviewer is wrong (with reasoning)\n\n## Example\n\n```\n[Just completed Task 2: Add verification function]\n\nYou: Let me request code review before proceeding.\n\nBASE_SHA=$(git log --oneline | grep \"Task 1\" | head -1 | awk '{print $1}')\nHEAD_SHA=$(git rev-parse HEAD)\n\n[Dispatch superpowers:code-reviewer subagent]\n  WHAT_WAS_IMPLEMENTED: Verification and repair functions for conversation index\n  PLAN_OR_REQUIREMENTS: Task 2 from docs\u002Fplans\u002Fdeployment-plan.md\n  BASE_SHA: a7981ec\n  HEAD_SHA: 3df7661\n  DESCRIPTION: Added verifyIndex() and repairIndex() with 4 issue types\n\n[Subagent returns]:\n  Strengths: Clean architecture, real tests\n  Issues:\n    Important: Missing progress indicators\n    Minor: Magic number (100) for reporting interval\n  Assessment: Ready to proceed\n\nYou: [Fix progress indicators]\n[Continue to Task 3]\n```\n\n## Integration with Workflows\n\n**Subagent-Driven Development:**\n- Review after EACH task\n- Catch issues before they compound\n- Fix before moving to next task\n\n**Executing Plans:**\n- Review after each batch (3 tasks)\n- Get feedback, apply, continue\n\n**Ad-Hoc Development:**\n- Review before merge\n- Review when stuck\n\n## Red Flags\n\n**Never:**\n- Skip review because \"it's simple\"\n- Ignore Critical issues\n- Proceed with unfixed Important issues\n- Argue with valid technical feedback\n\n**If reviewer wrong:**\n- Push back with technical reasoning\n- Show code\u002Ftests that prove it works\n- Request clarification\n\nSee template at: requesting-code-review\u002Fcode-reviewer.md\n","# Requesting Code Review\n\nDispatch superpowers:code-reviewer subagent to catch issues before they cascade.\n\n**Core principle:** Review early, review often.\n\n## When to Request Review\n\n**Mandatory:**\n- After each task in subagent-driven development\n- After completing major feature\n- Before merge to main\n\n**Optional but valuable:**\n- When stuck (fresh perspective)\n- Before refactoring (baseline check)\n- After fixing complex bug\n\n## How to Request\n\n**1. Get git SHAs:**\n```bash\nBASE_SHA=$(git rev-parse HEAD~1)  # or origin\u002Fmain\nHEAD_SHA=$(git rev-parse HEAD)\n```\n\n**2. Dispatch code-reviewer subagent:**\n\nUse Task tool with superpowers:code-reviewer type, fill template at `code-reviewer.md`\n\n**Placeholders:**\n- `{WHAT_WAS_IMPLEMENTED}` - What you just built\n- `{PLAN_OR_REQUIREMENTS}` - What it should do\n- `{BASE_SHA}` - Starting commit\n- `{HEAD_SHA}` - Ending commit\n- `{DESCRIPTION}` - Brief summary\n\n**3. Act on feedback:**\n- Fix Critical issues immediately\n- Fix Important issues before proceeding\n- Note Minor issues for later\n- Push back if reviewer is wrong (with reasoning)\n\n## Example\n\n```\n[Just completed Task 2: Add verification function]\n\nYou: Let me request code review before proceeding.\n\nBASE_SHA=$(git log --oneline | grep \"Task 1\" | head -1 | awk '{print $1}')\nHEAD_SHA=$(git rev-parse HEAD)\n\n[Dispatch superpowers:code-reviewer subagent]\n  WHAT_WAS_IMPLEMENTED: Verification and repair functions for conversation index\n  PLAN_OR_REQUIREMENTS: Task 2 from docs\u002Fplans\u002Fdeployment-plan.md\n  BASE_SHA: a7981ec\n  HEAD_SHA: 3df7661\n  DESCRIPTION: Added verifyIndex() and repairIndex() with 4 issue types\n\n[Subagent returns]:\n  Strengths: Clean architecture, real tests\n  Issues:\n    Important: Missing progress indicators\n    Minor: Magic number (100) for reporting interval\n  Assessment: Ready to proceed\n\nYou: [Fix progress indicators]\n[Continue to Task 3]\n```\n\n## Integration with Workflows\n\n**Subagent-Driven Development:**\n- Review after EACH task\n- Catch issues before they compound\n- Fix before moving to next task\n\n**Executing Plans:**\n- Review after each batch (3 tasks)\n- Get feedback, apply, continue\n\n**Ad-Hoc Development:**\n- Review before merge\n- Review when stuck\n\n## Red Flags\n\n**Never:**\n- Skip review because \"it's simple\"\n- Ignore Critical issues\n- Proceed with unfixed Important issues\n- Argue with valid technical feedback\n\n**If reviewer wrong:**\n- Push back with technical reasoning\n- Show code\u002Ftests that prove it works\n- Request clarification\n\nSee template at: requesting-code-review\u002Fcode-reviewer.md\n",{"name":5,"description":7},"main","1ca81b0a7de199942400f965edd4d7544077ac5d",".agents\u002Fskills\u002Frequesting-code-review","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai","https:\u002F\u002Fgithub.com\u002FCoralShades","coralshades.com.au","2026-04-18 00:45:07",{"source":8,"skillName":5,"commands":50,"prompt":60,"zipAvailable":61},[51,54,57],{"tool":52,"command":53},"npx","npx skills add CoralShades\u002Facm-ai --skill requesting-code-review",{"tool":55,"command":56},"bunx","bunx skills add CoralShades\u002Facm-ai --skill requesting-code-review",{"tool":58,"command":59},"pnpm","pnpm dlx skills add CoralShades\u002Facm-ai --skill requesting-code-review","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Frequesting-code-review\u002FSKILL.md",true,[63,69,73,77],{"path":64,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":67,"sourceHtmlUrl":68},"code-reviewer.md","REFERENCE","参考文档",3385,"https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Frequesting-code-review\u002Fcode-reviewer.md",{"path":70,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":71,"sourceHtmlUrl":72},"references\u002Fcontainer-dumps.md",11485,"https:\u002F\u002Fgithub.com\u002Fmanagedcode\u002Fdotnet-skills\u002Fblob\u002Fmain\u002Fexternal-sources\u002Fupstreams\u002Fdotnet-skills\u002Fplugins\u002Fdotnet-diag\u002Fskills\u002Fdump-collect\u002Freferences\u002Fcontainer-dumps.md",{"path":74,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":75,"sourceHtmlUrl":76},"references\u002Fcoreclr-dumps.md",2971,"https:\u002F\u002Fgithub.com\u002Fmanagedcode\u002Fdotnet-skills\u002Fblob\u002Fmain\u002Fexternal-sources\u002Fupstreams\u002Fdotnet-skills\u002Fplugins\u002Fdotnet-diag\u002Fskills\u002Fdump-collect\u002Freferences\u002Fcoreclr-dumps.md",{"path":78,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":79,"sourceHtmlUrl":80},"references\u002Fnativeaot-dumps.md",8775,"https:\u002F\u002Fgithub.com\u002Fmanagedcode\u002Fdotnet-skills\u002Fblob\u002Fmain\u002Fexternal-sources\u002Fupstreams\u002Fdotnet-skills\u002Fplugins\u002Fdotnet-diag\u002Fskills\u002Fdump-collect\u002Freferences\u002Fnativeaot-dumps.md",[82,102,115,131,151,161],{"skillNo":83,"name":84,"nameZh":6,"description":85,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":86,"categories":87,"keywords":91,"publishedAt":37},"01M6C63HKXA890HHV47WBAX0TB","uncodixfy","Prevents generic AI\u002FCodex UI patterns when generating frontend code. Use this skill whenever generating HTML, CSS, React, Vue, Svelte, or any frontend UI code to enforce clean, human-designed aesthetics inspired by Linear, Raycast, Stripe, and GitHub instead of typical AI-generated UI.","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.qwen\u002Fskills\u002Funcodixfy\u002FSKILL.md",[88],{"categoryNo":89,"categoryName":90,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000009","前端开发",[84,92,93,94,95,96,31,97,98,99,100,36,101],"github","frontend","css","codex","react","linear","ui","vue","generated","html",{"skillNo":103,"name":104,"nameZh":6,"description":105,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":106,"licenseFileUrl":6,"sourceHtmlUrl":107,"categories":108,"keywords":109,"publishedAt":37},"01M6C63FJ2GEBBGZ5XSMV40KXB","runpodctl","Runpod CLI to manage your GPU workloads.","Apache-2.0","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.qwen\u002Fskills\u002Frunpodctl\u002FSKILL.md",[],[104,110,111,112,113,114],"macos","cli","linux","gpu","Bash",{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":121,"publishedAt":37},"01M6C63DPAV46TFVQ01SFYPJ7X","langgraph-persistence","INVOKE THIS SKILL when your LangGraph needs to persist state, remember conversations, travel through history, or configure subgraph checkpointer scoping. Covers checkpointers, thread_id, time travel, Store, and subgraph persistence modes.","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.qwen\u002Fskills\u002Flanggraph-persistence\u002FSKILL.md",[],[122,123,124,125,126,127,128,129,130],"langgraph persistence","langgraph","persistence","travel","history","scoping","remember","state","configure",{"skillNo":132,"name":133,"nameZh":6,"description":134,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":135,"categories":136,"keywords":140,"publishedAt":37},"01M6C63BNS9CQEBTB8RNSSBFPA","langgraph-human-in-the-loop","INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph. Covers interrupt(), Command(resume=...), approval\u002Fvalidation workflows, and the 4-tier error handling strategy.","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.qwen\u002Fskills\u002Flanggraph-human-in-the-loop\u002FSKILL.md",[137],{"categoryNo":138,"categoryName":139,"taxonomyType":26,"taxonomyTypeDesc":27},"01JBSEEDCAT000000000000038","人力资源",[141,142,123,143,144,145,146,147,148,149,150],"langgraph human in the loop","loop","workflows","error handling","validation","human-in-the-loop","command","strategy","approval","resume",{"skillNo":152,"name":153,"nameZh":6,"description":154,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":155,"categories":156,"keywords":157,"publishedAt":37},"01M6C639GVYZFX3NFPV5FBDR4F","langgraph-fundamentals","INVOKE THIS SKILL when writing ANY LangGraph code. Covers StateGraph, state schemas, nodes, edges, Command, Send, invoke, streaming, and error handling.","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.qwen\u002Fskills\u002Flanggraph-fundamentals\u002FSKILL.md",[],[158,123,144,129,159,160,147,31],"langgraph fundamentals","streaming","writing",{"skillNo":162,"name":163,"nameZh":6,"description":164,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":165,"categories":166,"keywords":167,"publishedAt":37},"01M6C6375N34YX2GZ3SD3R7XR2","langchain-rag","INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system. Covers document loaders, RecursiveCharacterTextSplitter, embeddings (OpenAI), and vector stores (Chroma, FAISS, Pinecone).","https:\u002F\u002Fgithub.com\u002FCoralShades\u002Facm-ai\u002Fblob\u002Fmain\u002F.qwen\u002Fskills\u002Flangchain-rag\u002FSKILL.md",[],[168,169,170,171,172,173,174,175,176,177],"rag","langchain rag","langchain","embeddings","vector","openai","chroma","faiss","vector stores","system"]