[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skills:pro6":3,"skills:sce6":50,"skills:creators9":95,"skills:stats":193,"skills:all:stars:304:":195},[4,15,22,29,36,43],{"categoryNo":5,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":8,"categoryNameEn":9,"description":10,"level":11,"skillCount":12,"parentNo":13,"parentName":13,"children":14},"01JBSEEDCAT000000000000030","PROFESSION","适用职业","开发工程师","Software Engineer","从事软件编码、测试与运维的工程师",1,13273,null,[],{"categoryNo":16,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":17,"categoryNameEn":18,"description":19,"level":11,"skillCount":20,"parentNo":13,"parentName":13,"children":21},"01JBSEEDCAT000000000000032","设计师","Designer","视觉、交互与品牌设计人员",7774,[],{"categoryNo":23,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":24,"categoryNameEn":25,"description":26,"level":11,"skillCount":27,"parentNo":13,"parentName":13,"children":28},"01JBSEEDCAT000000000000033","数据分析师","Data Analyst","数据分析、报表与商业智能人员",4987,[],{"categoryNo":30,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":31,"categoryNameEn":32,"description":33,"level":11,"skillCount":34,"parentNo":13,"parentName":13,"children":35},"01JBSEEDCAT000000000000036","内容创作者","Content Creator","作者、编辑与自媒体创作者",3940,[],{"categoryNo":37,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":38,"categoryNameEn":39,"description":40,"level":11,"skillCount":41,"parentNo":13,"parentName":13,"children":42},"01JBSEEDCAT000000000000035","市场营销","Marketer","市场推广、增长与品牌运营人员",3446,[],{"categoryNo":44,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":45,"categoryNameEn":46,"description":47,"level":11,"skillCount":48,"parentNo":13,"parentName":13,"children":49},"01JBSEEDCAT000000000000037","律师与法务","Legal","合同、合规与法律事务人员",3316,[],[51,60,67,74,81,88],{"categoryNo":52,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":55,"categoryNameEn":56,"description":57,"level":11,"skillCount":58,"parentNo":13,"parentName":13,"children":59},"01JBSEEDCAT000000000000022","SCENARIO","使用场景","智能体与自动化","Agents & Automation","Skill、MCP、智能体与工作流自动化",39448,[],{"categoryNo":61,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":62,"categoryNameEn":63,"description":64,"level":11,"skillCount":65,"parentNo":13,"parentName":13,"children":66},"01JBSEEDCAT000000000000006","软件开发","Software Development","编码、测试、部署等软件研发任务",26532,[],{"categoryNo":68,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":69,"categoryNameEn":70,"description":71,"level":11,"skillCount":72,"parentNo":13,"parentName":13,"children":73},"01JBSEEDCAT000000000000014","设计创意","Design & Creative","视觉设计、品牌与多媒体创作",13568,[],{"categoryNo":75,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":76,"categoryNameEn":77,"description":78,"level":11,"skillCount":79,"parentNo":13,"parentName":13,"children":80},"01JBSEEDCAT000000000000001","办公效率","Office Productivity","日常办公文档、表格、演示与沟通类任务",6283,[],{"categoryNo":82,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":83,"categoryNameEn":84,"description":85,"level":11,"skillCount":86,"parentNo":13,"parentName":13,"children":87},"01JBSEEDCAT000000000000017","内容创作","Content Creation","写作、文案与营销内容生产",6029,[],{"categoryNo":89,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":90,"categoryNameEn":91,"description":92,"level":11,"skillCount":93,"parentNo":13,"parentName":13,"children":94},"01JBSEEDCAT000000000000020","研究与学习","Research & Learning","资料检索、知识整理与学习辅导",5528,[],{"records":96,"total":191,"current":11,"size":192},[97,111,120,130,140,150,160,169,179],{"accountNo":98,"login":99,"displayName":100,"avatarUrl":101,"accountType":102,"accountTypeDesc":103,"profileDescription":104,"skillCount":105,"repoCount":106,"professionCount":107,"scenarioCount":108,"totalStars":109,"updatedAt":110},"01M698VYDXZ6JW5WH3CRV650R8","microsoft","Microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","ORGANIZATION","组织","Open source projects and samples from Microsoft",4154,229,11,7,829340,"2026-11-14 04:29:39",{"accountNo":112,"login":113,"displayName":113,"avatarUrl":114,"accountType":102,"accountTypeDesc":103,"profileDescription":115,"skillCount":116,"repoCount":117,"professionCount":108,"scenarioCount":108,"totalStars":118,"updatedAt":119},"01M698P3FSAZ6B4R928ZF19KPT","openclaw","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F252820863?v=4","Your personal, open source AI assistant.",362,32,437710,"2026-11-14 03:02:00",{"accountNo":121,"login":122,"displayName":123,"avatarUrl":124,"accountType":102,"accountTypeDesc":103,"profileDescription":13,"skillCount":125,"repoCount":126,"professionCount":108,"scenarioCount":127,"totalStars":128,"updatedAt":129},"01M6AC29YGCR4S2NTJFV0G8B81","openai","OpenAI","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F14957082?v=4",171,23,6,343689,"2026-11-14 03:12:46",{"accountNo":131,"login":132,"displayName":133,"avatarUrl":134,"accountType":102,"accountTypeDesc":103,"profileDescription":13,"skillCount":135,"repoCount":136,"professionCount":137,"scenarioCount":108,"totalStars":138,"updatedAt":139},"01M6AC83E6K4FDKK7HZ8WNMQKE","apache","The Apache Software Foundation","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F47359?v=4",419,75,8,298195,"2026-11-14 06:30:33",{"accountNo":141,"login":142,"displayName":143,"avatarUrl":144,"accountType":102,"accountTypeDesc":103,"profileDescription":145,"skillCount":146,"repoCount":147,"professionCount":107,"scenarioCount":108,"totalStars":148,"updatedAt":149},"01M698VYEFDM0VJBZDYYJ2T83S","google","Google","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1342004?v=4","Google ❤️ Open Source",528,48,243019,"2026-11-14 03:03:50",{"accountNo":151,"login":152,"displayName":153,"avatarUrl":154,"accountType":102,"accountTypeDesc":103,"profileDescription":155,"skillCount":156,"repoCount":157,"professionCount":107,"scenarioCount":108,"totalStars":158,"updatedAt":159},"01M6AC83DS133TPXFSP1DHNCC6","github","GitHub","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","How people build software.",940,28,238713,"2026-11-14 06:33:26",{"accountNo":161,"login":162,"displayName":163,"avatarUrl":164,"accountType":102,"accountTypeDesc":103,"profileDescription":13,"skillCount":165,"repoCount":166,"professionCount":107,"scenarioCount":108,"totalStars":167,"updatedAt":168},"01M697XGDPXJAVQ8391V2BCYTE","anthropics","Anthropic","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F76263028?v=4",674,17,232229,"2026-11-14 06:21:52",{"accountNo":170,"login":171,"displayName":172,"avatarUrl":173,"accountType":102,"accountTypeDesc":103,"profileDescription":13,"skillCount":174,"repoCount":175,"professionCount":176,"scenarioCount":108,"totalStars":177,"updatedAt":178},"01M6AC83EPDGBFN19MWYRREJD0","Significant-Gravitas","AutoGPT","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F130738209?v=4",86,2,10,188022,"2026-11-14 06:18:35",{"accountNo":180,"login":181,"displayName":182,"avatarUrl":183,"accountType":184,"accountTypeDesc":185,"profileDescription":186,"skillCount":187,"repoCount":188,"professionCount":127,"scenarioCount":108,"totalStars":189,"updatedAt":190},"01M6DJCCDDG53MTYYRTXAXFG17","garrytan","Garry Tan","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F19957?v=4","USER","个人作者","Writes software, dreams. ",324,3,174785,"2026-11-14 04:11:30",1939,9,{"skillCount":194,"professionCount":107,"scenarioCount":108,"creatorCount":191},196935,{"records":196,"total":194,"current":604,"size":605},[197,241,271,294,316,346,369,387,403,420,439,461,489,511,526,546,570,589],{"skillNo":198,"name":199,"nameZh":13,"description":200,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":209,"categories":210,"keywords":214,"publishedAt":240},"01M6C45EVGNEAQVT8PKYT36JVN","vibe-cross-platform","Cross-platform development rules for Mistral Vibe. Use when writing platform-specific logic, handling paths, Windows support, shell compatibility, terminal data streams, or cross-OS testing strategies.","mistralai\u002Fmistral-vibe","mistralai","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F132372032?v=4","01M6C456ET86MBBTS4RMX0NDRS","Mistral","01M6C456K44X5W8TJX4T023KRV",5383,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fmistralai\u002Fmistral-vibe\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fvibe-cross-platform\u002FSKILL.md",[211],{"categoryNo":212,"categoryName":213,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000008","测试与质量",[215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,205,232,233,234,235,236,237,238,239],"vibe cross platform","cross platform","platform","vibe","windows","work","development","support","terminal","shell","testing","linux","data","writing","use","Rules","code","macos","for","streams","tests","testing strategies","when","across","strategies","2026-11-10 10:12:30",{"skillNo":242,"name":243,"nameZh":13,"description":244,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":245,"categories":246,"keywords":250,"publishedAt":240},"01M6C45CBB56X0HKK7NGN71J6F","vibe-ci-supply-chain","Git workflow, CI\u002FGitHub Actions, and supply-chain pinning rules for Mistral Vibe. Use when changing CI pipelines, GitHub Actions, dependency pinning, container images, pre-commit hooks, git workflow, or external binary downloads.","https:\u002F\u002Fgithub.com\u002Fmistralai\u002Fmistral-vibe\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fvibe-ci-supply-chain\u002FSKILL.md",[247],{"categoryNo":248,"categoryName":249,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000011","运维与部署",[251,252,253,254,255,218,256,257,258,152,259,260,261,262,263,264,229,230,265,266,267,268,269,205,270,233,237],"ci","vibe ci supply chain","supply","chain","supply chain","dependency pinning","downloads","container images","dependency","actions","hooks","github actions","git","container","pre-commit","supply-chain","workflow","git workflow","commit","images",{"skillNo":272,"name":273,"nameZh":13,"description":274,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":275,"categories":276,"keywords":277,"publishedAt":240},"01M6C459HBWER5TDBZTM4WGSCK","vibe-async","Async and concurrency patterns for Mistral Vibe. Use when working with asyncio, the agent loop, the app server's event loop, HTTP clients, streaming surfaces, or core-to-client communication.","https:\u002F\u002Fgithub.com\u002Fmistralai\u002Fmistral-vibe\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fvibe-async\u002FSKILL.md",[],[278,279,218,280,281,229,282,283,284,285,286,231,205,287,288,289,233,290,237,291,292,293],"vibe async","async","server","agent loop","loop","concurrency","communication","http","core","streaming","app","concurrency patterns","event","event loop","with","surfaces",{"skillNo":295,"name":296,"nameZh":13,"description":297,"descriptionZh":13,"repositoryFullName":298,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":299,"starsCount":300,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":301,"categories":302,"keywords":303,"publishedAt":240},"01M6ACHVNX89DQPNFH2YRK4K5T","team-review","Four expert review of a PR, branch, or ref range.\nUse only when the user explicitly requests team-review.","apache\u002Figgy","01M6ACH3ZBHWSFBMCE9SVCHQ69",5293,"https:\u002F\u002Fgithub.com\u002Fapache\u002Figgy\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fteam-review\u002FSKILL.md",[],[304,305,306,307,308,309,310,311,229,237,312,313,314,315],"team review","review","team","pr","branch","expert","true","only","number","requests","expert review","user",{"skillNo":317,"name":318,"nameZh":13,"description":319,"descriptionZh":13,"repositoryFullName":320,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":321,"starsCount":322,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":324,"categories":325,"keywords":326,"publishedAt":240},"01M69AJTZHJ7EG44GK68QNMTMM","synapseml-pr-loop","Develop and make SynapseML features, bugs, tasks, issues, or pull requests evidence-based merge-ready with tests, fast review, CI, and the review-code six-round gauntlet. Use for \"5\u002F5 confidence\", \"200% ready\", stale PR remediation, rebase-and-test requests, resolving all review comments, or proving a feature ships without correctness, compatibility, performance, or Spark regressions.","microsoft\u002FSynapseML","01M69AJ5N8V5R5C91VPH2T9S1C",5255,"MIT","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FSynapseML\u002Fblob\u002Fmaster\u002F.github\u002Fskills\u002Fsynapseml-pr-loop\u002FSKILL.md",[],[327,282,328,307,329,330,331,226,332,333,334,305,335,336,337,152,338,339,340,251,341,263,342,343,233,235,229,344,345],"synapseml pr loop","pr loop","azure pipelines","performance","copilot","python","azure","spark","pull requests","test","cli","merge","ready","powershell","github cli","rebase","fast review","comments","develop",{"skillNo":347,"name":348,"nameZh":13,"description":349,"descriptionZh":13,"repositoryFullName":320,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":321,"starsCount":322,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":350,"categories":351,"keywords":353,"publishedAt":240},"01M69AJQHN7W1Y9QKQ05RXYAQF","synapseml-local-setup","Set up and validate SynapseML locally in WSL or Linux. Use when an agent needs SynapseML working locally, runs sbt compile\u002Ftest, sees Java 21, Scala 2.12 compiler-bridge, bad constant pool index, Spark, or local validation failures.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FSynapseML\u002Fblob\u002Fmaster\u002F.github\u002Fskills\u002Fsynapseml-local-setup\u002FSKILL.md",[352],{"categoryNo":212,"categoryName":213,"taxonomyType":53,"taxonomyTypeDesc":54},[354,355,356,226,357,334,336,358,359,360,361,237,362,263,233,363,364,365,229,366,367,368],"synapseml local setup","setup","local","scala","validate","SET","bridge","up","Bash","repo","compile","bad","rg","java","compiler",{"skillNo":370,"name":371,"nameZh":13,"description":372,"descriptionZh":13,"repositoryFullName":320,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":321,"starsCount":322,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":373,"categories":374,"keywords":375,"publishedAt":240},"01M69AJMH22JMFRKE7YQ9Q6MJX","synapseml-external-contributor-review","Review external-contributor SynapseML PRs for correctness, prompt injection, and pipeline credential theft, then request safe, authorized PR CI through synapseml-pr-loop. Use for authors not identified in the Osmos group\u002Fteam or trusted owner list, and optional maintainer-requested follow-ups.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FSynapseML\u002Fblob\u002Fmaster\u002F.github\u002Fskills\u002Fsynapseml-external-contributor-review\u002FSKILL.md",[],[305,376,377,329,332,333,378,337,152,379,380,381,340,382,251,282,383,384,306,341,385,263,386],"synapseml external contributor review","contributor","prompt injection","safe","follow-ups","checkout","pipeline","access","azure cli","request","list",{"skillNo":388,"name":389,"nameZh":13,"description":390,"descriptionZh":13,"repositoryFullName":320,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":321,"starsCount":322,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":391,"categories":392,"keywords":393,"publishedAt":240},"01M69AJHDQZNNY0RKDCWG946K7","synapseml-branches","Resolve SynapseML branch-specific rules, runtime baselines, sync policy, and CI expectations. Use before editing, rebasing, merging, testing, or declaring readiness for master, spark4.0, spark4.1, port\u002Fsync branches, or a PR whose base branch determines behavior.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FSynapseML\u002Fblob\u002Fmaster\u002F.github\u002Fskills\u002Fsynapseml-branches\u002FSKILL.md",[],[394,395,396,225,337,152,397,308,251,341,398,399,263,400,307,233,401,402,229,230,292],"synapseml branches","branches","policy","sync","port","repository","master","runtime","editing",{"skillNo":404,"name":405,"nameZh":13,"description":406,"descriptionZh":13,"repositoryFullName":320,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":321,"starsCount":322,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":407,"categories":408,"keywords":410,"publishedAt":240},"01M69AJEMM0M3PFQ1YPJM3HSN6","scala-code","Write and modify Scala code in SynapseML. Use when adding or changing Scala transformers, estimators, or params to follow repo patterns, keep scalastyle and compilation green, and cover behavior changes with tests.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FSynapseML\u002Fblob\u002Fmaster\u002F.github\u002Fskills\u002Fscala-code\u002FSKILL.md",[409],{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[411,357,231,412,237,413,414,415,416,363,235,229,417,292,418,419],"scala code","green","Transformers","write","cover","patterns","keep","changes","behavior",{"skillNo":421,"name":422,"nameZh":13,"description":423,"descriptionZh":13,"repositoryFullName":320,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":321,"starsCount":322,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":424,"categories":425,"keywords":430,"publishedAt":240},"01M69AJAC9GYAZ65YGTGS9WSG3","code-review","Review SynapseML Python and Scala code changes. Use before finalizing PR reviews or implementation changes to check security, compatibility, style, generated code, and targeted tests.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FSynapseML\u002Fblob\u002Fmaster\u002F.github\u002Fskills\u002Fcode-review\u002FSKILL.md",[426,429],{"categoryNo":427,"categoryName":428,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[431,305,231,332,432,433,434,435,307,235,229,357,436,418,437,411,438],"code review","security","reviews","generated","compatibility","check","style","implementation",{"skillNo":440,"name":441,"nameZh":13,"description":442,"descriptionZh":13,"repositoryFullName":443,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":444,"starsCount":445,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":446,"categories":447,"keywords":451,"publishedAt":240},"01M713XNPVVY2ZCRR4ZCGEZG89","dubbogo-onboarding","dubbo-go 新手上手助手：解释项目结构、构建与测试方式、扩展(SPI)注册机制，并指导添加 filter \u002F protocol \u002F registry。当用户询问 onboarding、项目结构、怎么跑测试、怎么加扩展时使用；触发前先确认工作目录是仓库根。","apache\u002Fdubbo-go","01M713XKE88Y9YCXY0JV2Z2QXX",4975,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fdubbo-go\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fdubbogo-onboarding\u002FSKILL.md",[448],{"categoryNo":449,"categoryName":450,"taxonomyType":6,"taxonomyTypeDesc":7},"01JBSEEDCAT000000000000038","人力资源",[452,453,454,225,455,456,457,458,459,460],"dubbogo onboarding","dubbogo","onboarding","filter","protocol","registry","go","项目结构","dubbo",{"skillNo":462,"name":305,"nameZh":13,"description":463,"descriptionZh":13,"repositoryFullName":464,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":465,"starsCount":466,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":467,"categories":468,"keywords":474,"publishedAt":240},"01M6PJ5M4ZG7E78C4GM4041HEP","Review changes relative to a prior state, such as a diff, pull request, branch, commit, or working-tree changes. Use for change-focused code review and regression analysis. Do not use to assess an existing file, API, design, implementation, or other artifact without a comparison; if the request is ambiguous, ask whether the user wants a change review and what prior state to compare against.","microsoft\u002FFluidFramework","01M69AG0BQKNGBJQ5YNG09HXXW",4948,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FFluidFramework\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Freview\u002FSKILL.md",[469,470,473],{"categoryNo":427,"categoryName":428,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":471,"categoryName":472,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[305,308,475,431,476,477,478,231,269,479,480,481,385,482,483,484,485,486,233,487,488],"regression","design","ask","analysis","api","change","artifact","pull","tree","as","do","diff","assess","ambiguous",{"skillNo":490,"name":491,"nameZh":13,"description":492,"descriptionZh":13,"repositoryFullName":464,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":465,"starsCount":466,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":493,"categories":494,"keywords":498,"publishedAt":240},"01M6PJ5E3PCBDS319FFMHPFACN","review-pr-local","The authority on pulling a pull request — Azure DevOps or GitHub — into an isolated local worktree so a human can review it in their editor, and on posting human-controlled review comments back to the PR (ADO via the ado PR-thread MCP tools or the Azure DevOps REST API, GitHub via the gh CLI). Auto-detects the platform and all identifiers from the PR URL; not tied to any specific repository. The AI assists an interactive human review and only ever posts comments the human explicitly requests. If you find yourself checking out a PR branch over the user's own working tree, or posting AI-authored review prose the human did not ask for, invoke this skill instead.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FFluidFramework\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Freview-pr-local\u002FSKILL.md",[495],{"categoryNo":496,"categoryName":497,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000023","Skill与智能体开发",[356,305,307,499,500,501,308,502,311,503,504,505,506,507,508,509,477,479,337,510],"review pr local","review pr","back","posts","MCP","authority","auto","invoke","azure devops","URL","you","worktree",{"skillNo":512,"name":513,"nameZh":13,"description":514,"descriptionZh":13,"repositoryFullName":464,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":465,"starsCount":466,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":515,"categories":516,"keywords":517,"publishedAt":240},"01M6PJ5AVZAS0AEBPCYJZ9ZMMD","policy-check","This skill should be used when the user asks to \"run policy check\", \"check policy\", \"policy-check\", or needs to validate package compliance. Provides guidance on running policy checks for specific packages or the entire repository.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FFluidFramework\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fpolicy-check\u002FSKILL.md",[],[518,396,436,519,520,233,521,399,522,358,523,315,524,237,525],"policy check","packages","compliance","run","guidance","package","running","entire",{"skillNo":527,"name":528,"nameZh":13,"description":529,"descriptionZh":13,"repositoryFullName":464,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":465,"starsCount":466,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":530,"categories":531,"keywords":533,"publishedAt":240},"01M6PJ54H068MZF2WD2JDKCVDC","pipeline-test-triage","Triage test failures in an Azure DevOps pipeline run for Fluid Framework. Use when the user shares an ADO build\u002Fpipeline URL or build ID and wants failures analyzed, when they ask \"why did this pipeline fail\", \"summarize the test failures\", \"is this test flaky or a real bug\", \"compare these runs\", or wants bugs filed for genuine failures. Covers the Real Service End to End Tests pipeline as the worked example but applies to any FF test pipeline.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FFluidFramework\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fpipeline-test-triage\u002FSKILL.md",[532],{"categoryNo":212,"categoryName":213,"taxonomyType":53,"taxonomyTypeDesc":54},[382,534,535,536,336,537,538,539,507,508,477,521,540,541,542,543,544,484,545,233,237],"test triage","pipeline test triage","pipeline test","triage","end","test pipeline","why","bug","but","framework","ado","bugs",{"skillNo":547,"name":548,"nameZh":13,"description":549,"descriptionZh":13,"repositoryFullName":464,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":465,"starsCount":466,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":550,"categories":551,"keywords":552,"publishedAt":240},"01M6PJ4ZJASDV2CGQTG1JWKBFE","fluid-release","Fluid Framework client release group — minor releases, patch releases, and post-release type test updates. Covers release prep, branching, version bumps, changelogs, release notes, and type test baselines. In autonomous mode, auto-detects state from the repo, attempts to execute, and falls back to a GitHub issue on failure. Triggers on \"release\", \"do the release\", \"release status\", version bump, release notes, changelog, release branch, or release engineering.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FFluidFramework\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Ffluid-release\u002FSKILL.md",[],[553,554,555,501,308,556,557,558,559,560,505,561,562,563,564,565,566,567,568,569],"release","fluid release","fluid","bump","mode","autonomous","release notes","release status","updates","patch","notes","changelog","release prep","releases","status","issue","branching",{"skillNo":571,"name":572,"nameZh":13,"description":573,"descriptionZh":13,"repositoryFullName":464,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":465,"starsCount":466,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":574,"categories":575,"keywords":576,"publishedAt":240},"01M6PJ4RN6A1N7BG34AXSJSBR1","fluid-pr-guide","Use when composing, writing, drafting, or reviewing a PR title, PR description, or PR body in Fluid Framework — provides title style, body template, and section guidance.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FFluidFramework\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Ffluid-pr-guide\u002FSKILL.md",[],[307,555,577,578,579,580,581,582,228,229,583,584,437,585,586,522,587,543,237,588],"fluid pr guide","guide","fluid pr","pr description","section","pr title","fluid framework","title","template","pr body","body","drafting",{"skillNo":590,"name":591,"nameZh":13,"description":592,"descriptionZh":13,"repositoryFullName":464,"ownerLogin":99,"ownerAvatarUrl":101,"ownerAccountNo":98,"ownerDisplayName":100,"repositoryNo":465,"starsCount":466,"licenseSpdxId":323,"licenseFileUrl":13,"sourceHtmlUrl":593,"categories":594,"keywords":595,"publishedAt":240},"01M6PJ4N6YHMZR6CGT9ES29NXT","comparison-base","Internal reusable workflow for resolving the correct Git comparison base for branch reviews and change analysis. Finds the PR target or canonical Fluid Framework upstream, selects the newest shared target-history commit, and detects substantial divergence.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FFluidFramework\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fcomparison-base\u002FSKILL.md",[],[596,597,598,599,433,308,600,307,233,601,602,603,267,478,269,555,583,305,480,263],"comparison","base","comparison base","shared","history","correct","upstream","reusable",304,18]