[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skills:stats":3,"skills:pro6":8,"skills:sce6":55,"skills:creators9":100,"skills:all:stars:222:":196},{"skillCount":4,"professionCount":5,"scenarioCount":6,"creatorCount":7},196886,11,7,1933,[9,20,27,34,41,48],{"categoryNo":10,"taxonomyType":11,"taxonomyTypeDesc":12,"categoryName":13,"categoryNameEn":14,"description":15,"level":16,"skillCount":17,"parentNo":18,"parentName":18,"children":19},"01JBSEEDCAT000000000000030","PROFESSION","适用职业","开发工程师","Software 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Learning","资料检索、知识整理与学习辅导",5528,[],{"records":101,"total":194,"current":16,"size":195},[102,114,123,133,143,153,163,172,182],{"accountNo":103,"login":104,"displayName":105,"avatarUrl":106,"accountType":107,"accountTypeDesc":108,"profileDescription":109,"skillCount":110,"repoCount":111,"professionCount":5,"scenarioCount":6,"totalStars":112,"updatedAt":113},"01M698VYDXZ6JW5WH3CRV650R8","microsoft","Microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","ORGANIZATION","组织","Open source projects and samples from Microsoft",4154,229,829340,"2026-11-14 04:29:39",{"accountNo":115,"login":116,"displayName":116,"avatarUrl":117,"accountType":107,"accountTypeDesc":108,"profileDescription":118,"skillCount":119,"repoCount":120,"professionCount":6,"scenarioCount":6,"totalStars":121,"updatedAt":122},"01M698P3FSAZ6B4R928ZF19KPT","openclaw","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F252820863?v=4","Your personal, open source AI 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03:13:01",{"accountNo":144,"login":145,"displayName":146,"avatarUrl":147,"accountType":107,"accountTypeDesc":108,"profileDescription":148,"skillCount":149,"repoCount":150,"professionCount":5,"scenarioCount":6,"totalStars":151,"updatedAt":152},"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":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.",940,28,238688,"2026-11-14 04:13:45",{"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",674,17,232203,"2026-11-14 03:25:15",{"accountNo":173,"login":174,"displayName":175,"avatarUrl":176,"accountType":107,"accountTypeDesc":108,"profileDescription":18,"skillCount":177,"repoCount":178,"professionCount":179,"scenarioCount":6,"totalStars":180,"updatedAt":181},"01M6AC83EPDGBFN19MWYRREJD0","Significant-Gravitas","AutoGPT","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F130738209?v=4",86,2,10,188019,"2026-11-14 03:13:09",{"accountNo":183,"login":184,"displayName":185,"avatarUrl":186,"accountType":187,"accountTypeDesc":188,"profileDescription":189,"skillCount":190,"repoCount":191,"professionCount":130,"scenarioCount":6,"totalStars":192,"updatedAt":193},"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",1924,9,{"records":197,"total":537,"current":538,"size":539},[198,242,258,285,305,326,347,379,406,427,443,451,457,472,485,491,497,519],{"skillNo":199,"name":200,"nameZh":18,"description":201,"descriptionZh":18,"repositoryFullName":202,"ownerLogin":104,"ownerAvatarUrl":106,"ownerAccountNo":103,"ownerDisplayName":105,"repositoryNo":203,"starsCount":204,"licenseSpdxId":205,"licenseFileUrl":18,"sourceHtmlUrl":206,"categories":207,"keywords":214,"publishedAt":241},"01M69AHMHRARQMTS8PCVNF51KF","ort-ci","Trigger, re-run, and unblock ONNX Runtime CI checks on a GitHub pull request. Use this skill when a required check is stuck, missing, failed, or needs re-running. Nearly all ORT CI runs as GitHub Actions workflows; only the \"Linux Android Emulator QNN CI Pipeline\" remains on Azure Pipelines, plus the bot-driven \"license\u002Fcla\" and \"Python format\" lint checks. Triggers on: rerun CI, retrigger checks, stuck check, missing pipeline, failed CI, license\u002Fcla, Python format failure, Doc Gen CI failure, operator docs out of date, \u002Fazp run.","microsoft\u002Fonnxruntime","01M69AGY0EW9AJXAH7HK223SQZ",22300,"MIT","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fort-ci\u002FSKILL.md",[208,211],{"categoryNo":209,"categoryName":210,"taxonomyType":58,"taxonomyTypeDesc":59},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":212,"categoryName":213,"taxonomyType":58,"taxonomyTypeDesc":59},"01JBSEEDCAT000000000000011","运维与部署",[215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234,235,236,237,238,239,240],"ort ci","ci","azure pipelines","onnx","linux","workflows","bot","pipeline","actions","github actions","only","run","operator","doc","unblock","emulator","pull","as","runtime","trigger","re","when","rerun","request","doc gen","linux android","2026-11-10 10:12:30",{"skillNo":243,"name":244,"nameZh":18,"description":245,"descriptionZh":18,"repositoryFullName":202,"ownerLogin":104,"ownerAvatarUrl":106,"ownerAccountNo":103,"ownerDisplayName":105,"repositoryNo":203,"starsCount":204,"licenseSpdxId":205,"licenseFileUrl":18,"sourceHtmlUrl":246,"categories":247,"keywords":248,"publishedAt":241},"01M69AHJ540DQEANCQS7D5SQ8R","ort-build","Build ONNX Runtime from source. Use this skill when asked to build, compile, or generate CMake files for ONNX Runtime.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fort-build\u002FSKILL.md",[],[249,250,218,251,233,252,253,254,255,236,256,257],"ort build","build","for","compile","files","cmake","use","generate","source",{"skillNo":259,"name":260,"nameZh":18,"description":261,"descriptionZh":18,"repositoryFullName":202,"ownerLogin":104,"ownerAvatarUrl":106,"ownerAccountNo":103,"ownerDisplayName":105,"repositoryNo":203,"starsCount":204,"licenseSpdxId":205,"licenseFileUrl":18,"sourceHtmlUrl":262,"categories":263,"keywords":264,"publishedAt":241},"01M69AHC1PK8GZ1SQCXNDZAQ9P","cuda-cutlass-fmha-incremental-rebuild","Use when rebuilding ONNX Runtime CUDA after editing CUTLASS fused-MHA headers (onnxruntime\u002Fcontrib_ops\u002Fcuda\u002Fbert\u002Fcutlass_fmha\u002F*.h such as kernel_forward.h or fmha_launch_template.h), or when a header edit \"passed\" an incremental build but test behavior did not change. Explains the nvcc depfile gotcha that produces stale Memory-Efficient-Attention (MEA) kernels and binaries, and how to force a correct recompile. Also covers disk-space frugality on shared GPU dev boxes.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fcuda-cutlass-fmha-incremental-rebuild\u002FSKILL.md",[],[265,266,267,268,269,270,271,272,218,273,274,275,236,276,277,278,279,280,281,282,232,283,233,284],"cuda cutlass fmha incremental rebuild","rebuild","cuda","test","change","memory","kernel","launch","incremental build","shared","how to","disk","template","how","edit","headers","but","boxes","attention","editing",{"skillNo":286,"name":287,"nameZh":18,"description":288,"descriptionZh":18,"repositoryFullName":202,"ownerLogin":104,"ownerAvatarUrl":106,"ownerAccountNo":103,"ownerDisplayName":105,"repositoryNo":203,"starsCount":204,"licenseSpdxId":205,"licenseFileUrl":18,"sourceHtmlUrl":289,"categories":290,"keywords":291,"publishedAt":241},"01M69AH9J5EQS7AC7ZJQVVAZ3Y","cuda-attention-kernel-patterns","Patterns and pitfalls for the ONNX domain Attention operator (opset 23\u002F24) CUDA implementation. Use when modifying the dispatch cascade in core\u002Fproviders\u002Fcuda\u002Fllm\u002Fattention.cc, writing mask\u002Fbias CUDA kernels, debugging attention test routing, or adding features to the ONNX Attention op. NOT for contrib domain MultiHeadAttention\u002FGroupQueryAttention.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fcuda-attention-kernel-patterns\u002FSKILL.md",[],[271,292,293,283,267,268,218,294,295,296,236,297,298,299,227,300,301,302,251,303,304],"cuda attention kernel patterns","patterns","writing","mask","debugging","features","pitfalls","cc","Providers","domain","core","bias","contrib",{"skillNo":306,"name":307,"nameZh":18,"description":308,"descriptionZh":18,"repositoryFullName":202,"ownerLogin":104,"ownerAvatarUrl":106,"ownerAccountNo":103,"ownerDisplayName":105,"repositoryNo":203,"starsCount":204,"licenseSpdxId":205,"licenseFileUrl":18,"sourceHtmlUrl":309,"categories":310,"keywords":311,"publishedAt":241},"01M69AH6D20F70FK9DB32PW23M","contrib-op-shape-inference-memory-safety","Audit and fix out-of-range output writes in ONNX Runtime operator shape-inference functions. Use when reviewing or fixing a contrib (or standard) op TypeAndShapeInference where a getNumOutputs() guard precedes a write to a higher output index - optional trailing outputs make a smaller output count schema-valid, so getOutputType(index) can run one past the declared outputs at Graph::Resolve.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fcontrib-op-shape-inference-memory-safety\u002FSKILL.md",[],[270,312,313,314,315,304,316,317,318,218,319,320,236,321,226,322,323,324,227,325],"memory safety","contrib op shape inference memory safety","inference","Safety","shape","op","valid","audit and fix","fix","audit","at","past","write","graph",{"skillNo":327,"name":328,"nameZh":18,"description":329,"descriptionZh":18,"repositoryFullName":202,"ownerLogin":104,"ownerAvatarUrl":106,"ownerAccountNo":103,"ownerDisplayName":105,"repositoryNo":203,"starsCount":204,"licenseSpdxId":205,"licenseFileUrl":18,"sourceHtmlUrl":330,"categories":331,"keywords":334,"publishedAt":241},"01M69AH36NNCK90HXJ9HFRW4C3","code-review","Review ONNX Runtime pull requests, branches, commits, patches, and working-tree changes for actionable findings and missing tests.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fcode-review\u002FSKILL.md",[332,333],{"categoryNo":209,"categoryName":210,"taxonomyType":58,"taxonomyTypeDesc":59},{"categoryNo":10,"categoryName":13,"taxonomyType":11,"taxonomyTypeDesc":12},[335,336,337,338,231,339,340,251,233,341,218,342,343,344,345,346],"code review","review","code","pull requests","tree","commits","actionable","missing","branches","tests","changes","requests",{"skillNo":348,"name":349,"nameZh":18,"description":350,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":355,"categories":356,"keywords":361,"publishedAt":241},"01M698ZJNXJCE7T81AK0Y5R01D","bigquery-graph","Skill for Graph Query Language (GQL) or SQL\u002FPGQ queries against a property graph.\nIncludes path finding, multi-hop traversal, topological connection, shortest path,\nnode reachability, edge connectivity, and semantic graph queries.","google\u002Fadk-python","01M698XZC2HCATT8VD5VAVZDTP",22203,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fsrc\u002Fgoogle\u002Fadk\u002Fintegrations\u002Fbigquery\u002Fskills\u002Fbigquery-graph\u002FSKILL.md",[357,360],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":28,"categoryName":29,"taxonomyType":11,"taxonomyTypeDesc":12},[362,325,363,145,364,365,366,367,368,369,251,370,371,372,373,374,375,376,377,378],"bigquery graph","bigquery","adk","gql","query","sql","node","path","edge","graph query","multi","queries","hop","connectivity","connection","language","semantic",{"skillNo":380,"name":381,"nameZh":18,"description":382,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":383,"categories":384,"keywords":386,"publishedAt":241},"01M698ZEVMRDDFX2MH3GHQGSNW","bigquery-ai-ml","Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-series forecasting, predict values, detect outliers or anomalies, find key drivers, perform semantic search or vector search, classify text, calculate similarity, summarize content, translate language, evaluate models, filter by semantic conditions, measure the causal effect of an intervention, compute correlations between columns, detect change points or structural breaks, extract trend or seasonality components, or leverage generative AI capabilities in BigQuery. Do not use for general BigQuery dataset, table, or job management requests.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fsrc\u002Fgoogle\u002Fadk\u002Fintegrations\u002Fbigquery\u002Fskills\u002Fbigquery-ai-ml\u002FSKILL.md",[385],{"categoryNo":28,"categoryName":29,"taxonomyType":11,"taxonomyTypeDesc":12},[387,388,389,363,145,390,391,392,393,364,394,395,396,397,398,399,400,401,236,402,403,404,405],"bigquery ai ml","ai ml","ml","genai","summarize","leverage","effect","advanced","generative ai","generative","translate","time","search","vector","structural","you","dataset","components","capabilities",{"skillNo":407,"name":408,"nameZh":18,"description":409,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":410,"categories":411,"keywords":415,"publishedAt":241},"01M698ZCN6SZ9SJ8E9970M47FQ","code-review-skill","Reviews code with feedback tailored to the developer's profile in session state.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Fskills_inject_state\u002Fskills\u002Fcode-review-skill\u002FSKILL.md",[412,413,414],{"categoryNo":209,"categoryName":210,"taxonomyType":58,"taxonomyTypeDesc":59},{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},{"categoryNo":10,"categoryName":13,"taxonomyType":11,"taxonomyTypeDesc":12},[416,335,336,337,417,418,419,420,421,422,423,424,425,426],"code review skill","review skill","reviews","feedback","session","true","with","state","session state","developer","profile",{"skillNo":428,"name":429,"nameZh":18,"description":430,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":431,"categories":432,"keywords":434,"publishedAt":241},"01M698ZAMH02NSGXMR533ETWYW","weather-skill","A skill that provides weather information based on reference data.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Fskills_agent\u002Fskills\u002Fweather-skill\u002FSKILL.md",[433],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},[435,436,437,438,439,440,441,442],"weather","weather skill","get","speed","information","wind","data","reference",{"skillNo":444,"name":429,"nameZh":18,"description":445,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":446,"categories":447,"keywords":449,"publishedAt":241},"01M698Z8QFDZ713E03589BHEG5","A skill that provides weather information based on reference data and scripts.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Fskills\u002Fskills\u002Fweather-skill\u002FSKILL.md",[448],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},[435,436,437,438,439,440,450,441,442],"scripts",{"skillNo":452,"name":429,"nameZh":18,"description":430,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":453,"categories":454,"keywords":456,"publishedAt":241},"01M698Z6P1NZFW6A6V342AWZPR","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Flocal_environment_skill\u002Fskills\u002Fweather-skill\u002FSKILL.md",[455],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},[435,436,441,442,439],{"skillNo":458,"name":459,"nameZh":18,"description":460,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":461,"categories":462,"keywords":464,"publishedAt":241},"01M698Z4XSEG2SXH0522KJNCD1","text-skill","A text processing skill that formats strings using shell scripts.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Flocal_env_skill_toolset\u002Fskills\u002Ftext-skill\u002FSKILL.md",[463],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},[465,466,467,468,469,470,450,471],"text skill","text","processing","strings","shell scripts","shell","formats",{"skillNo":473,"name":474,"nameZh":18,"description":475,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":476,"categories":477,"keywords":479,"publishedAt":241},"01M698Z2Z7W75BRG8MBKNKHCAX","calc-skill","A math calculation skill that runs Python scripts to perform arithmetic.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Flocal_env_skill_toolset\u002Fskills\u002Fcalc-skill\u002FSKILL.md",[478],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},[480,481,482,483,450,484],"calc skill","calc","python","math","calculation",{"skillNo":486,"name":459,"nameZh":18,"description":460,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":487,"categories":488,"keywords":490,"publishedAt":241},"01M698Z102RV3YVQ4NF6MVJZJA","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Fe2b_env_skill_toolset\u002Fskills\u002Ftext-skill\u002FSKILL.md",[489],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},[465,466,467,468,469,470,450,471],{"skillNo":492,"name":474,"nameZh":18,"description":475,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":493,"categories":494,"keywords":496,"publishedAt":241},"01M698YYJRG44EXK5YNG09GV0N","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002Fcontributing\u002Fsamples\u002Fenvironment_and_skills\u002Fe2b_env_skill_toolset\u002Fskills\u002Fcalc-skill\u002FSKILL.md",[495],{"categoryNo":358,"categoryName":359,"taxonomyType":58,"taxonomyTypeDesc":59},[480,481,482,483,450,484],{"skillNo":498,"name":499,"nameZh":18,"description":500,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":501,"categories":502,"keywords":503,"publishedAt":241},"01M698YW4XPBQKVM1EJMG05GK3","adk-verify-snippets","Checks that every Python code block in a Markdown file actually compiles and runs, by extracting each block to a temporary file, executing it in an isolated subprocess, and writing a pass\u002Ffail report with per-snippet coverage. Use when the user asks to verify, test, or validate the code samples in a README, a guide, or a documentation page; wants to know which snippets in a Markdown file are broken or out of date; or asks for a snippet verification report. Don't use for running the project's test suite (run pytest directly), for checking code style or formatting (use `adk-style`), or for authoring a new runnable sample agent (use `adk-sample-creator`).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fadk-verify-snippets\u002FSKILL.md",[],[504,364,505,506,482,294,507,508,509,510,511,236,337,512,513,514,515,516,226,517,518],"adk verify snippets","snippets","verify","coverage","broken","which","extracting","project","documentation","python code","verification","sample","markdown","authoring","suite",{"skillNo":520,"name":521,"nameZh":18,"description":522,"descriptionZh":18,"repositoryFullName":351,"ownerLogin":145,"ownerAvatarUrl":147,"ownerAccountNo":144,"ownerDisplayName":146,"repositoryNo":352,"starsCount":353,"licenseSpdxId":354,"licenseFileUrl":18,"sourceHtmlUrl":523,"categories":524,"keywords":526,"publishedAt":241},"01M698YSCG645WR5X1R4F9YRQ5","adk-unit-guide","Writes a hands-on developer guide for one ADK code unit — a minimal runnable example, how it works, a configuration-option table, advanced uses, limitations, and links to related samples — to `docs\u002Fguides\u002F{topic}\u002F{unit}\u002Findex.md`, then lists it in the index at `docs\u002Fguides\u002FREADME.md`. Its reader is a developer calling the unit from their own application, at more depth than the published adk.dev documentation carries. Use when asked to \"write a unit guide for {class}\", \"document how to use {feature}\", \"add a guide for {file}\", or after shipping a user-facing class, node, or plugin. Don't use for internals documentation aimed at someone changing or extending the unit — that is a design document under `docs\u002Fdesign\u002F` (use `adk-unit-design`). Don't use to write a runnable sample under `contributing\u002Fsamples\u002F` (use `adk-sample-creator`).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-python\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fadk-unit-guide\u002FSKILL.md",[525],{"categoryNo":10,"categoryName":13,"taxonomyType":11,"taxonomyTypeDesc":12},[527,528,364,529,530,531,394,532,275,236,337,533,512,515,534,278,535,322,324,368,536],"adk unit guide","unit","guide","design","docs","option","guides","shipping","contributing","add",196887,222,18]