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10:04:45",{"accountNo":154,"login":155,"displayName":156,"avatarUrl":157,"accountType":107,"accountTypeDesc":108,"profileDescription":158,"skillCount":159,"repoCount":160,"professionCount":5,"scenarioCount":6,"totalStars":161,"updatedAt":162},"01M6AC83DS133TPXFSP1DHNCC6","github","GitHub","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","How people build software.",936,27,237963,"2026-11-11 11:59:04",{"accountNo":164,"login":165,"displayName":166,"avatarUrl":167,"accountType":107,"accountTypeDesc":108,"profileDescription":18,"skillCount":168,"repoCount":169,"professionCount":5,"scenarioCount":6,"totalStars":170,"updatedAt":171},"01M697XGDPXJAVQ8391V2BCYTE","anthropics","Anthropic","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F76263028?v=4",674,17,230964,"2026-11-11 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Use before dispatching subagents, task tools, background agents, code reviewers, security reviewers, or parallel workers when a model must be selected.","japurcell\u002Fskills","japurcell","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F10947458?v=4","01M6GSJK1YAG95R6VHF47V30KY","Adam Purcell","01M6GSJK6817NVR5FVDMFFNJ6H",0,"MIT","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fsubagent-model-router\u002FSKILL.md",[],[212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230],"router","model router","model","subagent model router","subagent","route","parallel","work","dispatching subagents","use","security","workers","Tools","code","task","subagents","python3","background","when","2026-11-10 10:12:30",{"skillNo":233,"name":234,"nameZh":18,"description":235,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":236,"categories":237,"keywords":241,"publishedAt":231},"01M6GSWNDDC82A0JZM0H98H5JG","spec-to-tasks","Use when the user wants to break down a SPEC, PRD, plan, or raw requirements into independent, bounded tasks. Do not use to write the spec or implement tasks.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fspec-to-tasks\u002FSKILL.md",[238],{"categoryNo":239,"categoryName":240,"taxonomyType":58,"taxonomyTypeDesc":59},"01JBSEEDCAT000000000000031","产品经理",[242,243,244,245,246,247,221,248,249,250,251,252,253,254,255,256,257,258,259,260,230],"spec to tasks","spec","tasks","do","plan","write","break down","prd","requirements","user","implement","path","output","text","down","directory","break","true","bounded",{"skillNo":262,"name":263,"nameZh":18,"description":264,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":265,"licenseFileUrl":266,"sourceHtmlUrl":267,"categories":268,"keywords":272,"publishedAt":231},"01M6GSWG2PYJC9V5PC8VXYARJS","skill-creator","Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fskill-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fskill-creator\u002FSKILL.md",[269],{"categoryNo":270,"categoryName":271,"taxonomyType":11,"taxonomyTypeDesc":12},"01JBSEEDCAT000000000000023","Skill与智能体开发",[273,274,275,276,277,278,279,280,281,282,283,284,285,286,221,287,288,289,290,291,292,230,293,294,295],"skill creator","creator","performance","improve","run evals","analysis","create","optimize","variance analysis","run","edit","benchmark","existing skill","evals","From Scratch","users","with","test","create new skills","new","for","accuracy","scratch",{"skillNo":297,"name":298,"nameZh":18,"description":299,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":300,"categories":301,"keywords":302,"publishedAt":231},"01M6GSWAAPN2MS0TZ7WQRSJPNF","show-me","Help the user understand the current topic visually with concise diagrams, code-shape sketches, and focused HTML artifacts.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fshow-me\u002FSKILL.md",[],[303,304,305,289,306,307,308,309,259,310,311,225,312,251],"me","show","show me","diagrams","concise","help","shape","understand","artifacts","html",{"skillNo":314,"name":315,"nameZh":18,"description":316,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":317,"categories":318,"keywords":319,"publishedAt":231},"01M6PT0SFBYDK9W6TWQRQ9EM4W","saga","Run an autonomous, spec-driven development saga for a medium-to-large feature using an orchestrator and worker subagents. Use when the user invokes \u002Fsaga, asks to autonomously build a sizable feature end-to-end, wants a comprehensive milestone and task spec before parallel implementation, or asks to continue or resume a saga under the target repository's brain\u002Fsagas directory.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fsaga\u002FSKILL.md",[],[315,320,321,322,323,324,325,326,327,244,328,216,329,330,331,282,332,257,333,334,230],"conversation","end","local","worker","spec-driven","autonomous","host","ask","git worktrees","milestone","subagent dispatch","orchestrator","worktrees","repository","brain",{"skillNo":336,"name":337,"nameZh":18,"description":338,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":339,"categories":340,"keywords":341,"publishedAt":231},"01M6GSW6ZM4MX07ZY7KB7DPD62","retro","Conduct a retrospective on a coding session.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fretro\u002FSKILL.md",[],[337,342,343,344,345],"retrospective","coding","session","conduct",{"skillNo":347,"name":348,"nameZh":18,"description":349,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":350,"categories":351,"keywords":355,"publishedAt":231},"01M6GSW0ZH4SKB5D68P4F5G90W","research","Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fresearch\u002FSKILL.md",[352],{"categoryNo":353,"categoryName":354,"taxonomyType":11,"taxonomyTypeDesc":12},"01JBSEEDCAT000000000000021","资料检索与研究",[348,356,357,358,359,360,361,362,363,364,221,365,366,367,251,368,230,229,369],"sources","as","investigate","trust","high","markdown","repo","reading","question","capture","docs","file","api","facts",{"skillNo":371,"name":372,"nameZh":18,"description":373,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":374,"categories":375,"keywords":377,"publishedAt":231},"01M6GSVW2WH5EAEAC2Z27KKS7Z","prototype","Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fprototype\u002FSKILL.md",[376],{"categoryNo":66,"categoryName":67,"taxonomyType":58,"taxonomyTypeDesc":59},[372,378,379,380,381,214,382,383,384,364,385,221,386,387,251,388,389,230],"sanity","state","logic","build","answer","explore","design","look","ui","state model","check","throwaway",{"skillNo":391,"name":249,"nameZh":18,"description":392,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":393,"categories":394,"keywords":396,"publishedAt":231},"01M6GSVRW7DEVZEREDHE8WSXGH","Create an implementation-ready PRD for a feature. Use for product requirements, feature specs, user stories, planning, or preparing for `\u002Fspec-to-tasks`. Do not implement or write code.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fprd\u002FSKILL.md",[395],{"categoryNo":239,"categoryName":240,"taxonomyType":58,"taxonomyTypeDesc":59},[249,245,397,398,399,259,221,250,225,244,252,279,400,243,247,401,402,293,403,404],"ready","feature","planning","product","implementation","user stories","stories","change",{"skillNo":406,"name":407,"nameZh":18,"description":408,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":409,"categories":410,"keywords":412,"publishedAt":231},"01M6GSVC4QA5HNBF9B24XX9KWS","prd-ralph-loop","Orchestrate the implementation of a PRD with subagents. Use for completing all PRD tasks\u002Fstories, not a single task.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fprd-ralph-loop\u002FSKILL.md",[411],{"categoryNo":239,"categoryName":240,"taxonomyType":58,"taxonomyTypeDesc":59},[413,414,249,415,416,417,289,418,259,401,221,244,226,293,419,367,420,403,421,253,422],"loop","ralph","prd ralph loop","ralph loop","prd ralph","orchestrate","false","commit","progress","single",{"skillNo":424,"name":425,"nameZh":18,"description":426,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":427,"categories":428,"keywords":429,"publishedAt":231},"01M6GSV9S0XZH9GKMZEG6D4BVC","pr","Use when writing a PR body.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fpr\u002FSKILL.md",[],[425,303,304,155,430,431,432,433,434,221,435,436,437,230],"dex","https","plugins","main","writing","blob","pr body","body",{"skillNo":439,"name":440,"nameZh":18,"description":441,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":442,"categories":443,"keywords":444,"publishedAt":231},"01M6GSV5VTMJB5R8R1TC2K73M3","official-sources","Use when code or guidance depends on a named framework, library, SDK, platform, or versioned API. Use when the user wants official documentation or authoritative sources. Use when the user mentions 'official docs', 'official sources', 'official documentation', or similar.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fofficial-sources\u002FSKILL.md",[],[356,445,446,447,448,449,450,221,451,366,225,251,368,452,230],"official","official sources","documentation","platform","sdk","guidance","library","framework",{"skillNo":454,"name":455,"nameZh":18,"description":456,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":457,"categories":458,"keywords":463,"publishedAt":231},"01M6GSTT9A89JJ5AR2WA1QBJXS","improve-skill","Use when a mistake is made, a failure occurs, a user corrects you, a user points out a mistake, a user provides steering, negative code review results are provided, a workaround is discovered, a code review reveals a gap in understanding, or a gap exists in a skill's instructions.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fimprove-skill\u002FSKILL.md",[459,462],{"categoryNo":460,"categoryName":461,"taxonomyType":11,"taxonomyTypeDesc":12},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":270,"categoryName":271,"taxonomyType":11,"taxonomyTypeDesc":12},[276,464,465,466,467,468,469,221,470,225,251,471,230],"improve skill","gap","results","instructions","code review","review results","you","review",{"skillNo":473,"name":474,"nameZh":18,"description":475,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":476,"categories":477,"keywords":478,"publishedAt":231},"01M6GSTQ8BG2ST02T4GEAVPFX5","improve-repo-harness","Improve the repo harness by adding new features, fixing bugs, and enhancing performance.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fimprove-repo-harness\u002FSKILL.md",[],[276,479,480,362,259,275,292,481,482],"harness","improve repo harness","bugs","features",{"skillNo":484,"name":485,"nameZh":18,"description":486,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":487,"categories":488,"keywords":492,"publishedAt":231},"01M6GSTKJ8NRTJEYEW6BB1JF7N","improve-codebase-architecture","Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fimprove-codebase-architecture\u002FSKILL.md",[489],{"categoryNo":490,"categoryName":491,"taxonomyType":11,"taxonomyTypeDesc":12},"01JBSEEDCAT000000000000009","前端开发",[493,276,494,495,357,496,497,498,499,500,259,470,501,293,502,216,289,330,503,504],"improve codebase architecture","architecture","codebase","grill","scan","report","pick","html report","visual","environment","dispatch","deepening",{"skillNo":506,"name":507,"nameZh":18,"description":508,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":509,"categories":510,"keywords":511,"publishedAt":231},"01M6GST7WC8R07HVS8G3YX3K0A","handoff","Maintain concise, current task handoffs. MANDATORY first action whenever a task mentions a handoff or handoff.md, or involves resume, continue, pick up, next step, checkpoint, or context transfer. Load before touching handoff files; loading the skill does not authorize file changes.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fhandoff\u002FSKILL.md",[],[507,512,513,307,514,515,516,499,517,518,519,520,521,522,367,523,524,226,525,526,527],"resume","first","next","loading","checkpoint","continue","up","action","files","maintain","load","transfer","context","next step","changes","context transfer",{"skillNo":529,"name":530,"nameZh":18,"description":531,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":532,"categories":533,"keywords":534,"publishedAt":231},"01M6GST0RQV8NKTSF1FYAEX8RY","guidance-review","Review guidance for contradictions, ambiguity, duplication, omissions, and opportunities for concise wording.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fguidance-review\u002FSKILL.md",[],[535,450,471,255,259,536,307,367,537,253,293],"guidance review","duplication","ambiguity",{"skillNo":539,"name":540,"nameZh":18,"description":541,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":542,"categories":543,"keywords":544,"publishedAt":231},"01M6GSSXZFA3T1SCTB8K5HA31Z","grilling","Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, record an architectural decision, or uses any 'grill' trigger phrases.","https:\u002F\u002Fgithub.com\u002Fjapurcell\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fdefault\u002Fgrilling\u002FSKILL.md",[],[540,545,290,546,246,496,547,548,549,550,221,551,251,552,230],"record","thinking","about","trigger","decision","stress-test","stress","idea",10647,18]