[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M714QSVBNMM782CT1SN8DXF1":3,"skill-same:01M714QSVBNMM782CT1SN8DXF1":73},{"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":18,"publishedAt":33,"linkOnly":34,"markdownContent":35,"markdownBody":36,"frontMatter":37,"refName":39,"commitSha":40,"skillDirectory":41,"forksCount":14,"repositoryHtmlUrl":42,"repositoryHomepageUrl":6,"ownerHtmlUrl":43,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":44,"install":45,"resources":58},"01M714QSVBNMM782CT1SN8DXF1","subagent-driven-development",null,"Use when executing implementation plans with independent tasks in the current session","sapsapshen\u002Fai-memory-router","sapsapshen","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F20347959?v=4","01M6XDQEF1DP50DKF37H81J3J5","shenmian","01M6XDQEJPE41Y3DT2763X8ZJN",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fsubagent-driven-development\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32],"development","subagent driven development","subagent","driven","tasks","session","use","implementation","community","plans","with","unknown","when","2026","2026-11-10 10:12:30",false,"---\nname: subagent-driven-development\ndescription: \"Use when executing implementation plans with independent tasks in the current session\"\nrisk: unknown\nsource: community\ndate_added: \"2026-02-27\"\n---\n\n# Subagent-Driven Development\n\nExecute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review.\n\n**Core principle:** Fresh subagent per task + two-stage review (spec then quality) = high quality, fast iteration\n\n## When to Use\n```dot\ndigraph when_to_use {\n    \"Have implementation plan?\" [shape=diamond];\n    \"Tasks mostly independent?\" [shape=diamond];\n    \"Stay in this session?\" [shape=diamond];\n    \"subagent-driven-development\" [shape=box];\n    \"executing-plans\" [shape=box];\n    \"Manual execution or brainstorm first\" [shape=box];\n\n    \"Have implementation plan?\" -> \"Tasks mostly independent?\" [label=\"yes\"];\n    \"Have implementation plan?\" -> \"Manual execution or brainstorm first\" [label=\"no\"];\n    \"Tasks mostly independent?\" -> \"Stay in this session?\" [label=\"yes\"];\n    \"Tasks mostly independent?\" -> \"Manual execution or brainstorm first\" [label=\"no - tightly coupled\"];\n    \"Stay in this session?\" -> \"subagent-driven-development\" [label=\"yes\"];\n    \"Stay in this session?\" -> \"executing-plans\" [label=\"no - parallel session\"];\n}\n```\n\n**vs. Executing Plans (parallel session):**\n- Same session (no context switch)\n- Fresh subagent per task (no context pollution)\n- Two-stage review after each task: spec compliance first, then code quality\n- Faster iteration (no human-in-loop between tasks)\n\n## The Process\n\n```dot\ndigraph process {\n    rankdir=TB;\n\n    subgraph cluster_per_task {\n        label=\"Per Task\";\n        \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\" [shape=box];\n        \"Implementer subagent asks questions?\" [shape=diamond];\n        \"Answer questions, provide context\" [shape=box];\n        \"Implementer subagent implements, tests, commits, self-reviews\" [shape=box];\n        \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\" [shape=box];\n        \"Spec reviewer subagent confirms code matches spec?\" [shape=diamond];\n        \"Implementer subagent fixes spec gaps\" [shape=box];\n        \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" [shape=box];\n        \"Code quality reviewer subagent approves?\" [shape=diamond];\n        \"Implementer subagent fixes quality issues\" [shape=box];\n        \"Mark task complete in TodoWrite\" [shape=box];\n    }\n\n    \"Read plan, extract all tasks with full text, note context, create TodoWrite\" [shape=box];\n    \"More tasks remain?\" [shape=diamond];\n    \"Dispatch final code reviewer subagent for entire implementation\" [shape=box];\n    \"Use superpowers:finishing-a-development-branch\" [shape=box style=filled fillcolor=lightgreen];\n\n    \"Read plan, extract all tasks with full text, note context, create TodoWrite\" -> \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\";\n    \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\" -> \"Implementer subagent asks questions?\";\n    \"Implementer subagent asks questions?\" -> \"Answer questions, provide context\" [label=\"yes\"];\n    \"Answer questions, provide context\" -> \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\";\n    \"Implementer subagent asks questions?\" -> \"Implementer subagent implements, tests, commits, self-reviews\" [label=\"no\"];\n    \"Implementer subagent implements, tests, commits, self-reviews\" -> \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\";\n    \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\" -> \"Spec reviewer subagent confirms code matches spec?\";\n    \"Spec reviewer subagent confirms code matches spec?\" -> \"Implementer subagent fixes spec gaps\" [label=\"no\"];\n    \"Implementer subagent fixes spec gaps\" -> \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\" [label=\"re-review\"];\n    \"Spec reviewer subagent confirms code matches spec?\" -> \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" [label=\"yes\"];\n    \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" -> \"Code quality reviewer subagent approves?\";\n    \"Code quality reviewer subagent approves?\" -> \"Implementer subagent fixes quality issues\" [label=\"no\"];\n    \"Implementer subagent fixes quality issues\" -> \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" [label=\"re-review\"];\n    \"Code quality reviewer subagent approves?\" -> \"Mark task complete in TodoWrite\" [label=\"yes\"];\n    \"Mark task complete in TodoWrite\" -> \"More tasks remain?\";\n    \"More tasks remain?\" -> \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\" [label=\"yes\"];\n    \"More tasks remain?\" -> \"Dispatch final code reviewer subagent for entire implementation\" [label=\"no\"];\n    \"Dispatch final code reviewer subagent for entire implementation\" -> \"Use superpowers:finishing-a-development-branch\";\n}\n```\n\n## Prompt Templates\n\n- `.\u002Fimplementer-prompt.md` - Dispatch implementer subagent\n- `.\u002Fspec-reviewer-prompt.md` - Dispatch spec compliance reviewer subagent\n- `.\u002Fcode-quality-reviewer-prompt.md` - Dispatch code quality reviewer subagent\n\n## Example Workflow\n\n```\nYou: I'm using Subagent-Driven Development to execute this plan.\n\n[Read plan file once: docs\u002Fplans\u002Ffeature-plan.md]\n[Extract all 5 tasks with full text and context]\n[Create TodoWrite with all tasks]\n\nTask 1: Hook installation script\n\n[Get Task 1 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: \"Before I begin - should the hook be installed at user or system level?\"\n\nYou: \"User level (~\u002F.config\u002Fsuperpowers\u002Fhooks\u002F)\"\n\nImplementer: \"Got it. Implementing now...\"\n[Later] Implementer:\n  - Implemented install-hook command\n  - Added tests, 5\u002F5 passing\n  - Self-review: Found I missed --force flag, added it\n  - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ✅ Spec compliant - all requirements met, nothing extra\n\n[Get git SHAs, dispatch code quality reviewer]\nCode reviewer: Strengths: Good test coverage, clean. Issues: None. Approved.\n\n[Mark Task 1 complete]\n\nTask 2: Recovery modes\n\n[Get Task 2 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: [No questions, proceeds]\nImplementer:\n  - Added verify\u002Frepair modes\n  - 8\u002F8 tests passing\n  - Self-review: All good\n  - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ❌ Issues:\n  - Missing: Progress reporting (spec says \"report every 100 items\")\n  - Extra: Added --json flag (not requested)\n\n[Implementer fixes issues]\nImplementer: Removed --json flag, added progress reporting\n\n[Spec reviewer reviews again]\nSpec reviewer: ✅ Spec compliant now\n\n[Dispatch code quality reviewer]\nCode reviewer: Strengths: Solid. Issues (Important): Magic number (100)\n\n[Implementer fixes]\nImplementer: Extracted PROGRESS_INTERVAL constant\n\n[Code reviewer reviews again]\nCode reviewer: ✅ Approved\n\n[Mark Task 2 complete]\n\n...\n\n[After all tasks]\n[Dispatch final code-reviewer]\nFinal reviewer: All requirements met, ready to merge\n\nDone!\n```\n\n## Advantages\n\n**vs. Manual execution:**\n- Subagents follow TDD naturally\n- Fresh context per task (no confusion)\n- Parallel-safe (subagents don't interfere)\n- Subagent can ask questions (before AND during work)\n\n**vs. Executing Plans:**\n- Same session (no handoff)\n- Continuous progress (no waiting)\n- Review checkpoints automatic\n\n**Efficiency gains:**\n- No file reading overhead (controller provides full text)\n- Controller curates exactly what context is needed\n- Subagent gets complete information upfront\n- Questions surfaced before work begins (not after)\n\n**Quality gates:**\n- Self-review catches issues before handoff\n- Two-stage review: spec compliance, then code quality\n- Review loops ensure fixes actually work\n- Spec compliance prevents over\u002Funder-building\n- Code quality ensures implementation is well-built\n\n**Cost:**\n- More subagent invocations (implementer + 2 reviewers per task)\n- Controller does more prep work (extracting all tasks upfront)\n- Review loops add iterations\n- But catches issues early (cheaper than debugging later)\n\n## Red Flags\n\n**Never:**\n- Skip reviews (spec compliance OR code quality)\n- Proceed with unfixed issues\n- Dispatch multiple implementation subagents in parallel (conflicts)\n- Make subagent read plan file (provide full text instead)\n- Skip scene-setting context (subagent needs to understand where task fits)\n- Ignore subagent questions (answer before letting them proceed)\n- Accept \"close enough\" on spec compliance (spec reviewer found issues = not done)\n- Skip review loops (reviewer found issues = implementer fixes = review again)\n- Let implementer self-review replace actual review (both are needed)\n- **Start code quality review before spec compliance is ✅** (wrong order)\n- Move to next task while either review has open issues\n\n**If subagent asks questions:**\n- Answer clearly and completely\n- Provide additional context if needed\n- Don't rush them into implementation\n\n**If reviewer finds issues:**\n- Implementer (same subagent) fixes them\n- Reviewer reviews again\n- Repeat until approved\n- Don't skip the re-review\n\n**If subagent fails task:**\n- Dispatch fix subagent with specific instructions\n- Don't try to fix manually (context pollution)\n\n## Integration\n\n**Required workflow skills:**\n- **superpowers:writing-plans** - Creates the plan this skill executes\n- **superpowers:requesting-code-review** - Code review template for reviewer subagents\n- **superpowers:finishing-a-development-branch** - Complete development after all tasks\n\n**Subagents should use:**\n- **superpowers:test-driven-development** - Subagents follow TDD for each task\n\n**Alternative workflow:**\n- **superpowers:executing-plans** - Use for parallel session instead of same-session execution\n","# Subagent-Driven Development\n\nExecute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review.\n\n**Core principle:** Fresh subagent per task + two-stage review (spec then quality) = high quality, fast iteration\n\n## When to Use\n```dot\ndigraph when_to_use {\n    \"Have implementation plan?\" [shape=diamond];\n    \"Tasks mostly independent?\" [shape=diamond];\n    \"Stay in this session?\" [shape=diamond];\n    \"subagent-driven-development\" [shape=box];\n    \"executing-plans\" [shape=box];\n    \"Manual execution or brainstorm first\" [shape=box];\n\n    \"Have implementation plan?\" -> \"Tasks mostly independent?\" [label=\"yes\"];\n    \"Have implementation plan?\" -> \"Manual execution or brainstorm first\" [label=\"no\"];\n    \"Tasks mostly independent?\" -> \"Stay in this session?\" [label=\"yes\"];\n    \"Tasks mostly independent?\" -> \"Manual execution or brainstorm first\" [label=\"no - tightly coupled\"];\n    \"Stay in this session?\" -> \"subagent-driven-development\" [label=\"yes\"];\n    \"Stay in this session?\" -> \"executing-plans\" [label=\"no - parallel session\"];\n}\n```\n\n**vs. Executing Plans (parallel session):**\n- Same session (no context switch)\n- Fresh subagent per task (no context pollution)\n- Two-stage review after each task: spec compliance first, then code quality\n- Faster iteration (no human-in-loop between tasks)\n\n## The Process\n\n```dot\ndigraph process {\n    rankdir=TB;\n\n    subgraph cluster_per_task {\n        label=\"Per Task\";\n        \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\" [shape=box];\n        \"Implementer subagent asks questions?\" [shape=diamond];\n        \"Answer questions, provide context\" [shape=box];\n        \"Implementer subagent implements, tests, commits, self-reviews\" [shape=box];\n        \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\" [shape=box];\n        \"Spec reviewer subagent confirms code matches spec?\" [shape=diamond];\n        \"Implementer subagent fixes spec gaps\" [shape=box];\n        \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" [shape=box];\n        \"Code quality reviewer subagent approves?\" [shape=diamond];\n        \"Implementer subagent fixes quality issues\" [shape=box];\n        \"Mark task complete in TodoWrite\" [shape=box];\n    }\n\n    \"Read plan, extract all tasks with full text, note context, create TodoWrite\" [shape=box];\n    \"More tasks remain?\" [shape=diamond];\n    \"Dispatch final code reviewer subagent for entire implementation\" [shape=box];\n    \"Use superpowers:finishing-a-development-branch\" [shape=box style=filled fillcolor=lightgreen];\n\n    \"Read plan, extract all tasks with full text, note context, create TodoWrite\" -> \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\";\n    \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\" -> \"Implementer subagent asks questions?\";\n    \"Implementer subagent asks questions?\" -> \"Answer questions, provide context\" [label=\"yes\"];\n    \"Answer questions, provide context\" -> \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\";\n    \"Implementer subagent asks questions?\" -> \"Implementer subagent implements, tests, commits, self-reviews\" [label=\"no\"];\n    \"Implementer subagent implements, tests, commits, self-reviews\" -> \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\";\n    \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\" -> \"Spec reviewer subagent confirms code matches spec?\";\n    \"Spec reviewer subagent confirms code matches spec?\" -> \"Implementer subagent fixes spec gaps\" [label=\"no\"];\n    \"Implementer subagent fixes spec gaps\" -> \"Dispatch spec reviewer subagent (.\u002Fspec-reviewer-prompt.md)\" [label=\"re-review\"];\n    \"Spec reviewer subagent confirms code matches spec?\" -> \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" [label=\"yes\"];\n    \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" -> \"Code quality reviewer subagent approves?\";\n    \"Code quality reviewer subagent approves?\" -> \"Implementer subagent fixes quality issues\" [label=\"no\"];\n    \"Implementer subagent fixes quality issues\" -> \"Dispatch code quality reviewer subagent (.\u002Fcode-quality-reviewer-prompt.md)\" [label=\"re-review\"];\n    \"Code quality reviewer subagent approves?\" -> \"Mark task complete in TodoWrite\" [label=\"yes\"];\n    \"Mark task complete in TodoWrite\" -> \"More tasks remain?\";\n    \"More tasks remain?\" -> \"Dispatch implementer subagent (.\u002Fimplementer-prompt.md)\" [label=\"yes\"];\n    \"More tasks remain?\" -> \"Dispatch final code reviewer subagent for entire implementation\" [label=\"no\"];\n    \"Dispatch final code reviewer subagent for entire implementation\" -> \"Use superpowers:finishing-a-development-branch\";\n}\n```\n\n## Prompt Templates\n\n- `.\u002Fimplementer-prompt.md` - Dispatch implementer subagent\n- `.\u002Fspec-reviewer-prompt.md` - Dispatch spec compliance reviewer subagent\n- `.\u002Fcode-quality-reviewer-prompt.md` - Dispatch code quality reviewer subagent\n\n## Example Workflow\n\n```\nYou: I'm using Subagent-Driven Development to execute this plan.\n\n[Read plan file once: docs\u002Fplans\u002Ffeature-plan.md]\n[Extract all 5 tasks with full text and context]\n[Create TodoWrite with all tasks]\n\nTask 1: Hook installation script\n\n[Get Task 1 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: \"Before I begin - should the hook be installed at user or system level?\"\n\nYou: \"User level (~\u002F.config\u002Fsuperpowers\u002Fhooks\u002F)\"\n\nImplementer: \"Got it. Implementing now...\"\n[Later] Implementer:\n  - Implemented install-hook command\n  - Added tests, 5\u002F5 passing\n  - Self-review: Found I missed --force flag, added it\n  - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ✅ Spec compliant - all requirements met, nothing extra\n\n[Get git SHAs, dispatch code quality reviewer]\nCode reviewer: Strengths: Good test coverage, clean. Issues: None. Approved.\n\n[Mark Task 1 complete]\n\nTask 2: Recovery modes\n\n[Get Task 2 text and context (already extracted)]\n[Dispatch implementation subagent with full task text + context]\n\nImplementer: [No questions, proceeds]\nImplementer:\n  - Added verify\u002Frepair modes\n  - 8\u002F8 tests passing\n  - Self-review: All good\n  - Committed\n\n[Dispatch spec compliance reviewer]\nSpec reviewer: ❌ Issues:\n  - Missing: Progress reporting (spec says \"report every 100 items\")\n  - Extra: Added --json flag (not requested)\n\n[Implementer fixes issues]\nImplementer: Removed --json flag, added progress reporting\n\n[Spec reviewer reviews again]\nSpec reviewer: ✅ Spec compliant now\n\n[Dispatch code quality reviewer]\nCode reviewer: Strengths: Solid. Issues (Important): Magic number (100)\n\n[Implementer fixes]\nImplementer: Extracted PROGRESS_INTERVAL constant\n\n[Code reviewer reviews again]\nCode reviewer: ✅ Approved\n\n[Mark Task 2 complete]\n\n...\n\n[After all tasks]\n[Dispatch final code-reviewer]\nFinal reviewer: All requirements met, ready to merge\n\nDone!\n```\n\n## Advantages\n\n**vs. Manual execution:**\n- Subagents follow TDD naturally\n- Fresh context per task (no confusion)\n- Parallel-safe (subagents don't interfere)\n- Subagent can ask questions (before AND during work)\n\n**vs. Executing Plans:**\n- Same session (no handoff)\n- Continuous progress (no waiting)\n- Review checkpoints automatic\n\n**Efficiency gains:**\n- No file reading overhead (controller provides full text)\n- Controller curates exactly what context is needed\n- Subagent gets complete information upfront\n- Questions surfaced before work begins (not after)\n\n**Quality gates:**\n- Self-review catches issues before handoff\n- Two-stage review: spec compliance, then code quality\n- Review loops ensure fixes actually work\n- Spec compliance prevents over\u002Funder-building\n- Code quality ensures implementation is well-built\n\n**Cost:**\n- More subagent invocations (implementer + 2 reviewers per task)\n- Controller does more prep work (extracting all tasks upfront)\n- Review loops add iterations\n- But catches issues early (cheaper than debugging later)\n\n## Red Flags\n\n**Never:**\n- Skip reviews (spec compliance OR code quality)\n- Proceed with unfixed issues\n- Dispatch multiple implementation subagents in parallel (conflicts)\n- Make subagent read plan file (provide full text instead)\n- Skip scene-setting context (subagent needs to understand where task fits)\n- Ignore subagent questions (answer before letting them proceed)\n- Accept \"close enough\" on spec compliance (spec reviewer found issues = not done)\n- Skip review loops (reviewer found issues = implementer fixes = review again)\n- Let implementer self-review replace actual review (both are needed)\n- **Start code quality review before spec compliance is ✅** (wrong order)\n- Move to next task while either review has open issues\n\n**If subagent asks questions:**\n- Answer clearly and completely\n- Provide additional context if needed\n- Don't rush them into implementation\n\n**If reviewer finds issues:**\n- Implementer (same subagent) fixes them\n- Reviewer reviews again\n- Repeat until approved\n- Don't skip the re-review\n\n**If subagent fails task:**\n- Dispatch fix subagent with specific instructions\n- Don't try to fix manually (context pollution)\n\n## Integration\n\n**Required workflow skills:**\n- **superpowers:writing-plans** - Creates the plan this skill executes\n- **superpowers:requesting-code-review** - Code review template for reviewer subagents\n- **superpowers:finishing-a-development-branch** - Complete development after all tasks\n\n**Subagents should use:**\n- **superpowers:test-driven-development** - Subagents follow TDD for each task\n\n**Alternative workflow:**\n- **superpowers:executing-plans** - Use for parallel session instead of same-session execution\n",{"name":5,"risk":30,"source":27,"date_added":38,"description":7},"2026-02-27","main","7a38d8e7073e61c16eda85681cb32fb68a8657a5","skills-store\u002Fcopilot\u002Fsubagent-driven-development","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router","https:\u002F\u002Fgithub.com\u002Fsapsapshen","2026-04-14 21:12:12",{"source":8,"skillName":5,"commands":46,"prompt":56,"zipAvailable":57},[47,50,53],{"tool":48,"command":49},"npx","npx skills add sapsapshen\u002Fai-memory-router --skill subagent-driven-development",{"tool":51,"command":52},"bunx","bunx skills add sapsapshen\u002Fai-memory-router --skill subagent-driven-development",{"tool":54,"command":55},"pnpm","pnpm dlx skills add sapsapshen\u002Fai-memory-router --skill subagent-driven-development","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fsubagent-driven-development\u002FSKILL.md",true,[59,65,69],{"path":60,"resourceType":61,"resourceTypeDesc":62,"sizeBytes":63,"sourceHtmlUrl":64},"code-quality-reviewer-prompt.md","REFERENCE","参考文档",630,"https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fsubagent-driven-development\u002Fcode-quality-reviewer-prompt.md",{"path":66,"resourceType":61,"resourceTypeDesc":62,"sizeBytes":67,"sourceHtmlUrl":68},"implementer-prompt.md",2195,"https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fsubagent-driven-development\u002Fimplementer-prompt.md",{"path":70,"resourceType":61,"resourceTypeDesc":62,"sizeBytes":71,"sourceHtmlUrl":72},"spec-reviewer-prompt.md",1999,"https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fsubagent-driven-development\u002Fspec-reviewer-prompt.md",[74,97,122,132,145,164],{"skillNo":75,"name":76,"nameZh":6,"description":77,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":78,"categories":79,"keywords":85,"publishedAt":33},"01M71ATQRKG48SH06FQ697T5G9","wechat-search","Search WeChat Official Account articles using OpenClaw's web search and fetch capabilities with compliance-focused design.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fwechat-search-release\u002FSKILL.md",[80],{"categoryNo":81,"categoryName":82,"taxonomyType":83,"taxonomyTypeDesc":84},"01JBSEEDCAT000000000000037","律师与法务","PROFESSION","适用职业",[86,87,88,89,90,91,92,93,94,95,96,29],"wechat search","wechat","search","capabilities","openclaw","design","web search","compliance","web","official","fetch",{"skillNo":98,"name":99,"nameZh":6,"description":100,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":101,"categories":102,"keywords":103,"publishedAt":33},"01M71ATNAVGZB35PFYM2GC5N00","trend-tap","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend tap', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-tap\u002FSKILL.md",[],[104,105,106,107,108,109,88,110,111,112,113,31,114,115,116,117,118,119,120,121],"trend","trend tap","tap","api keys","Bash","time","trending","hacker","aggregator","do","brew","live","data","google","install","read","across","api",{"skillNo":123,"name":124,"nameZh":6,"description":125,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":126,"categories":127,"keywords":128,"publishedAt":33},"01M71ATJ9AM5KM15AA8PS302EB","trend-radar","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend pulse', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-radar\u002FSKILL.md",[],[129,130,104,114,115,116,117,108,88,119,131,120,121,31,112,111,110,118,109,107],"trend radar","radar","pulse",{"skillNo":133,"name":134,"nameZh":6,"description":135,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":136,"categories":137,"keywords":138,"publishedAt":33},"01M71ATGF095N3EJM9G8SD0BB5","tech-news-daily","每日科技新闻汇——从全球多个 RSS 源抓取最新科技新闻，翻译（英→中）、去重、排版成每日简报。当用户询问科技新闻、科技新鲜事、每日科技、技术动态、Daily Tech News 或类似表达时触发此技能。","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftech-news-daily\u002FSKILL.md",[],[139,140,141,142,143,144],"news","tech","tech news daily","daily","rss","翻译",{"skillNo":146,"name":147,"nameZh":6,"description":148,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":149,"categories":150,"keywords":156,"publishedAt":33},"01M71ATFAEAMQ17M70NQNY7SR8","summarize","Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsummarize\u002FSKILL.md",[151],{"categoryNo":152,"categoryName":153,"taxonomyType":154,"taxonomyTypeDesc":155},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[147,94,157,158,159,29,114,160,161,162,106,163,118],"Audio","cli","youtube","images","https","files","pdfs",{"skillNo":165,"name":166,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":168,"categories":169,"keywords":170,"publishedAt":33},"01M71ATDNS3R0M4H936PACQAWZ","sonoscli","Control Sonos speakers (discover\u002Fstatus\u002Fplay\u002Fvolume\u002Fgroup).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsonoscli\u002FSKILL.md",[],[166,171,172,173,118,174,161,175,176,177,178,179],"status","play","go","latest","github","discover","control","cmd","volume"]