[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skills:pro6":3,"skills:sce6":50,"skills:creators9":95,"skills:stats":193,"skills:all:stars:289:":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":556,"size":557},[197,233,257,283,303,327,341,349,359,389,406,430,449,470,491,507,520,538],{"skillNo":198,"name":199,"nameZh":13,"description":200,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":205,"categories":206,"keywords":213,"publishedAt":232},"01M6990DKGYJ8V4VSYPGPGV5QN","google-agents-cli-scaffold","This skill should be used when the user wants to \"create an agent project\", \"start a new ADK project\", \"build me a new agent\", \"add CI\u002FCD to my project\", \"add deployment\", \"enhance my project\", or \"upgrade my project\". Part of the agents-cli skills suite. Covers `agents-cli scaffold create`, `scaffold enhance`, and `scaffold upgrade` commands, template options, deployment targets, and the prototype-first workflow. Do NOT use for writing agent code (ADK projects: use google-agents-cli-adk-code) or deployment operations (use google-agents-cli-deploy).","google\u002Fagents-cli","01M698ZVGDEBGAXVZGNKKKCRBQ",6346,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-scaffold\u002FSKILL.md",[207,210],{"categoryNo":208,"categoryName":209,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000023","Skill与智能体开发",[214,142,215,216,217,218,219,220,221,222,223,224,225,226,227,228,132,229,230,231],"google agents cli scaffold","cli","scaffold","adk","writing","projects","new agent","project","ci","uv","upgrade","workflow","code","create","me","options","template","CI\u002FCD","2026-11-10 10:12:30",{"skillNo":234,"name":235,"nameZh":13,"description":236,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":237,"categories":238,"keywords":241,"publishedAt":232},"01M6990BKNXJHGRWDGDGP0EG5F","google-agents-cli-publish","This skill should be used when the user wants to \"publish an agent\", \"publish my ADK agent\", \"register an agent with Gemini\", \"publish to Gemini\" (formerly Gemini Enterprise), or needs guidance on the agents-cli publish gemini command. Also use when the user wants to \"manage agents in Agent Registry\", \"list\u002Fupdate\u002Fdelete registered agents\", or \"register an MCP server\". Covers ADK vs A2A registration modes, programmatic and interactive usage, flag reference, auto-detection from deployment metadata, Agent Registry fleet management, and troubleshooting. Part of the agents-cli skills suite. Do NOT use for deployment (use google-agents-cli-deploy).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-publish\u002FSKILL.md",[239,240],{"categoryNo":208,"categoryName":209,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},[142,215,242,243,217,244,245,223,246,247,248,249,250,132,251,252,253,254,255,256],"google agents cli publish","publish","MCP","programmatic","auto","mcp server","agent registry","server","delete","command","update","install","suite","fleet","registry",{"skillNo":258,"name":259,"nameZh":13,"description":260,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":261,"categories":262,"keywords":269,"publishedAt":232},"01M69909CM2PN5P9GS9V85SYMB","google-agents-cli-observability","This skill should be used when the user wants to \"set up tracing\", \"monitor my agent\", \"configure logging\", \"add observability\", \"debug production traffic\", or needs guidance on monitoring deployed agents, including ADK (Agent Development Kit) agents. Covers Cloud Trace, prompt-response logging, BigQuery Agent Analytics, third-party integrations (AgentOps, Phoenix, MLflow, etc.), and troubleshooting. Part of the agents-cli skills suite. Do NOT use for deployment setup (use google-agents-cli-deploy) or API code patterns (use google-agents-cli-adk-code).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-observability\u002FSKILL.md",[263,266,267,268],{"categoryNo":264,"categoryName":265,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000013","分析与可视化",{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},{"categoryNo":23,"categoryName":24,"taxonomyType":6,"taxonomyTypeDesc":7},[142,215,270,271,217,272,273,274,275,276,223,277,278,279,226,280,281,132,253,282],"google agents cli observability","observability","agent development kit","agent development","SET","up","kit","traffic","configure","code patterns","api","monitoring","mlflow",{"skillNo":284,"name":285,"nameZh":13,"description":286,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":287,"categories":288,"keywords":291,"publishedAt":232},"01M69907039HP88H3A6T2KFM0E","google-agents-cli-eval","This skill should be used when the user wants to \"run an evaluation\", \"evaluate my agent\", \"evaluate my ADK agent\", \"write an eval dataset\", \"analyze eval failures\", \"compare eval results\", \"optimize agent\", or needs guidance on the Gemini platform eval methodology and the Quality Flywheel. Covers eval metrics, dataset schema, LLM-as-judge scoring, and common failure causes. Applies to any agents-cli project, whatever framework the agent is written in. Do NOT use for agent API code patterns (ADK: use google-agents-cli-adk-code), deployment (use google-agents-cli-deploy), or project scaffolding (use google-agents-cli-scaffold).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-eval\u002FSKILL.md",[289,290],{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[142,215,292,293,217,294,221,295,223,296,279,226,297,280,298,299,300,132,301,302],"google agents cli eval","eval","project scaffolding","scaffolding","dataset","scoring","common","analyze","optimize","run","write",{"skillNo":304,"name":305,"nameZh":13,"description":306,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":307,"categories":308,"keywords":315,"publishedAt":232},"01M69904JP7GH5TSBDZFAAZQ92","google-agents-cli-deploy","This skill should be used when the user wants to \"deploy an agent\", \"deploy my ADK agent\", \"set up CI\u002FCD\", \"configure secrets\", \"troubleshoot a deployment\", or needs guidance on Agent Runtime, Cloud Run, or GKE deployment targets, or binding an agent to an Agent Gateway. Covers deployment workflows, service accounts, rollback, and production infrastructure. Applies to any framework agents-cli deploys (ADK, LangChain, ...). Part of the agents-cli skills suite. Do NOT use for agent API code patterns (ADK: use google-agents-cli-adk-code), evaluation (use google-agents-cli-eval), or project scaffolding (use google-agents-cli-scaffold).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-deploy\u002FSKILL.md",[309,312,313,314],{"categoryNo":310,"categoryName":311,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":208,"categoryName":209,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[142,316,215,317,217,221,222,293,223,318,279,319,301,320,321,322,323,324,325,326],"google agents cli deploy","deploy","workflows","gke","Evaluation","langchain","infrastructure","do","cloud run","for","deployment",{"skillNo":328,"name":329,"nameZh":13,"description":330,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":331,"categories":332,"keywords":335,"publishedAt":232},"01M69901J9WTPW1PXDXM9BN31Y","google-agents-cli-adk-code","This skill should be used when the user wants to \"write agent code\", \"build an agent with ADK\", \"add a tool\", \"create a callback\", \"define an agent\", \"use state management\" — in a project that needs ADK (Agent Development Kit) API patterns and code examples. It provides a quick reference for agent types, tool definitions, orchestration patterns, callbacks, state management, the graph Workflow API, and reference recipes to study. Do NOT use for scaffolding (use google-agents-cli-scaffold) or deployment (use google-agents-cli-deploy).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002FSKILL.md",[333,334],{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[142,217,215,336,226,272,273,337,338,339,221,295,276,223,340,225,280,227,132,302],"google agents cli adk code","quick","quick reference","types","orchestration",{"skillNo":342,"name":343,"nameZh":13,"description":344,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":345,"categories":346,"keywords":347,"publishedAt":232},"01M698ZZKWMNSGFB6MB0FCK084","agents-cli-langchain","Use when working in this project — adding tools, editing the agent, running, evaluating, serving or deploying it — or when guidance mentions ADK, LlmAgent, google.adk, adk web, or an ADK runner. This project is LangChain\u002FLangGraph scaffolded by agents-cli, so ADK-specific instructions do not apply.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fextensions\u002Flangchain\u002Ftemplate\u002F.agents\u002Fskills\u002Fagents-cli-langchain\u002FSKILL.md",[],[215,348,142],"agents cli langchain",{"skillNo":350,"name":351,"nameZh":13,"description":352,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":353,"categories":354,"keywords":356,"publishedAt":232},"01M698ZX4ERWFKZ2M2TPZE8D97","agents-cli-claude","Use when working in this project — adding tools, editing the agent, running, evaluating, serving or deploying it — or when guidance mentions ADK, LlmAgent, google.adk, adk web, or an ADK runner. This project is a Claude Agent SDK agent scaffolded by agents-cli, so ADK-specific instructions do not apply.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fextensions\u002Fclaude\u002Ftemplate\u002F.agents\u002Fskills\u002Fagents-cli-claude\u002FSKILL.md",[355],{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},[215,357,142,358],"agents cli claude","sdk",{"skillNo":360,"name":361,"nameZh":13,"description":362,"descriptionZh":13,"repositoryFullName":363,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":364,"starsCount":365,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":366,"categories":367,"keywords":371,"publishedAt":232},"01M6AD34ANHN9W8NPFDN6EZ9VT","fastexcel-to-fesod","Migrates a Java project from FastExcel 1.3 (cn.idev.excel:fastexcel:1.3.0) to Apache Fesod (org.apache.fesod:fesod-sheet:2.0.1-incubating). Invoke this skill when asked to \"migrate FastExcel to Fesod\", \"upgrade to Apache Fesod\", or \"replace cn.idev.excel\". FastExcel 1.3 is the direct predecessor of Apache Fesod. Supports both legacy namespaces seen in real projects: cn.idev.excel.* and org.apache.fesod.excel.*. The entry classes FastExcel and FastExcelFactory are kept as @Deprecated aliases in Fesod, so call-site renames are strongly recommended but NOT required for compilation. The only breaking change is the Java package prefix.","apache\u002Ffesod","01M6AD325T05QVZ6R8Z8GHTZY8",6287,"https:\u002F\u002Fgithub.com\u002Fapache\u002Ffesod\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Ffastexcel-to-fesod\u002FSKILL.md",[368],{"categoryNo":369,"categoryName":370,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000004","电子表格",[372,373,374,132,375,376,377,219,221,378,224,379,380,381,382,383,384,385,386,387,325,388],"fastexcel to fesod","fastexcel","change","xlsx","package","java","only","invoke","when","migrate","deprecated","org","direct","but","as","breaking change","namespaces",{"skillNo":390,"name":391,"nameZh":13,"description":392,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":396,"categories":397,"keywords":401,"publishedAt":232},"01M6ACEFFGBBB74RR7GPKS9GDH","run-test","Run a named Pinot test class or method in its owning Maven module.","apache\u002Fpinot","01M6ACDPCCB13AFXYW1KGCRWNY",6176,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Frun-test\u002FSKILL.md",[398],{"categoryNo":399,"categoryName":400,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000008","测试与质量",[402,403,301,404,405],"run test","test","maven","module",{"skillNo":407,"name":408,"nameZh":13,"description":409,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":410,"categories":411,"keywords":413,"publishedAt":232},"01M6ACED591YCWDYX9CE76NXTN","review-testing","Review Apache Pinot regression coverage and test quality when behavior or tests change.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-testing\u002FSKILL.md",[412],{"categoryNo":399,"categoryName":400,"taxonomyType":53,"taxonomyTypeDesc":54},[414,415,416,403,374,132,226,417,418,419,420,421,422,423,424,380,425,426,427,428,429],"review","testing","review testing","code-review","coverage","kb","diff","regression","fix","test quality","tests","file","regression test","type","claims","strategies",{"skillNo":431,"name":432,"nameZh":13,"description":433,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":434,"categories":435,"keywords":436,"publishedAt":232},"01M6ACEBB9APW590Y5ZK879T5F","review-process-scope","Review Apache Pinot change scope and process when assessing PR descriptions, reverts, retries, or compatibility notes.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-process-scope\u002FSKILL.md",[],[437,414,438,439,440,441,374,132,442,226,417,443,444,419,420,424,445,446,224,380,447,448],"review process scope","scope","review process","process","notes","pr","modules","hotfix","pr title","retries","comments","todo",{"skillNo":450,"name":451,"nameZh":13,"description":452,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":453,"categories":454,"keywords":455,"publishedAt":232},"01M6ACE95JZ2MXW1WFC1XZE2KR","review-performance","Review Apache Pinot performance when hot paths change or a PR makes benchmark or efficiency claims.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-performance\u002FSKILL.md",[],[456,457,414,458,374,132,442,459,460,226,417,461,462,419,463,420,464,465,466,380,467,468,469],"review performance","performance","perf","core","pr description","benchmark","improvement","segment","runtime","local","loop","query","efficiency","lock",{"skillNo":471,"name":472,"nameZh":13,"description":473,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":474,"categories":475,"keywords":478,"publishedAt":232},"01M6ACE78389C8TABQCGQ7TY05","review-naming-api","Review Apache Pinot naming and API conventions when public names, signatures, or documentation change.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-naming-api\u002FSKILL.md",[476,477],{"categoryNo":310,"categoryName":311,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[479,414,280,480,481,482,374,132,226,417,419,420,483,484,485,486,487,488,489,380,490],"review naming api","naming","documentation","design","methods","signatures","rest endpoint","api conventions","constants","api-design","new","REST",{"skillNo":492,"name":493,"nameZh":13,"description":494,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":495,"categories":496,"keywords":497,"publishedAt":232},"01M6ACE5FK9NE9QNKKZ5Y7QG68","review-correctness-nulls","Review Apache Pinot correctness when null handling, numeric types, dispatch, or resource lifecycles change.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-correctness-nulls\u002FSKILL.md",[],[498,414,499,500,374,132,226,417,501,419,339,463,420,502,503,380,427,504,505,506],"review correctness nulls","review correctness","correctness","vector","switch","default","window","changes","principles",{"skillNo":508,"name":509,"nameZh":13,"description":510,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":511,"categories":512,"keywords":513,"publishedAt":232},"01M6ACE3P46N7ACS60Z678T1DQ","review-config-backcompat","Review Apache Pinot compatibility when configs, public APIs, SPI contracts, or serialized formats change.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-config-backcompat\u002FSKILL.md",[],[514,515,414,374,132,377,226,417,419,463,420,487,516,489,380,490,506,517,518,519],"review config backcompat","config","schema","values","json","proto",{"skillNo":521,"name":522,"nameZh":13,"description":523,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":524,"categories":525,"keywords":526,"publishedAt":232},"01M6ACE1TBPSG57SDASFY8CJZC","review-concurrency-state","Review Apache Pinot concurrency and state safety when locks, shared callbacks, lifecycle, or distributed metadata change.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-concurrency-state\u002FSKILL.md",[],[527,528,414,529,374,132,530,226,417,531,419,339,465,532,380,533,469,534,535,536,537],"state","review concurrency state","concurrency","distributed","shared","coordinator","zk","node","state-management","sequences","Callbacks",{"skillNo":539,"name":540,"nameZh":13,"description":541,"descriptionZh":13,"repositoryFullName":393,"ownerLogin":132,"ownerAvatarUrl":134,"ownerAccountNo":131,"ownerDisplayName":133,"repositoryNo":394,"starsCount":395,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":542,"categories":543,"keywords":545,"publishedAt":232},"01M6ACDZP0WFF8FXYSX5NF6E41","review-architecture","Review Apache Pinot architecture when module dependencies, SPI boundaries, abstractions, or class placement change.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fpinot\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Freview-architecture\u002FSKILL.md",[544],{"categoryNo":310,"categoryName":311,"taxonomyType":53,"taxonomyTypeDesc":54},[546,547,414,482,548,374,132,226,549,417,419,420,550,551,405,489,380,552,553,554,249,555],"review architecture","architecture","plugin","directory","pom","interface","new plugin","across","broker","imports",289,18]