[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skills:pro6":3,"skills:sce6":50,"skills:creators9":95,"skills:stats":193,"skills:all:stars:211:":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",4988,[],{"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",39455,[],{"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",26531,[],{"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",6289,[],{"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",5531,[],{"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",4160,229,11,7,829284,"2026-11-14 03:09:22",{"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",171,23,6,342695,"2026-11-13 04:03:41",{"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",420,75,8,298176,"2026-11-13 03:14:28",{"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",528,48,242984,"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.",940,28,238441,"2026-11-13 03:57:35",{"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",674,17,231826,"2026-11-13 04:18:26",{"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",86,2,10,188014,"2026-11-13 02:38:59",{"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. ",324,3,174614,"2026-11-13 04:05:07",1926,9,{"skillCount":194,"professionCount":107,"scenarioCount":108,"creatorCount":191},196845,{"records":196,"total":194,"current":532,"size":533},[197,232,261,283,305,324,342,361,383,405,423,448,472,495,500,516,521,526],{"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":211,"publishedAt":231},"01M69960C8XBW1506KV1D15JR3","google-cloud-solution-agentic-ai-bidirectional-streaming","Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multimodal data for real-time technical guidance and safety monitoring. Generates a custom Google Cloud solution that uses opinionated best practices and architecture guidance. Use when users need agentic assistance to design and create a multi-product solution in the cloud for live bidirectional multimodal streaming workloads. Don't use for simple text-based chat applications or workloads without real-time streaming requirements.","google\u002Fskills","01M698WR0H76ENHE587T9EJT89",24122,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fgoogle-cloud-solution-agentic-ai-bidirectional-streaming\u002FSKILL.md",[207,210],{"categoryNo":208,"categoryName":209,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":16,"categoryName":17,"taxonomyType":6,"taxonomyTypeDesc":7},[142,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230],"google cloud solution agentic ai bidirectional streaming","google cloud","agentic","agentic ai","streaming","cloud","design","discover","time","streams","when","architecture","monitoring","guides","text","create","product","customer","Safety","2026-11-10 10:12:30",{"skillNo":233,"name":234,"nameZh":13,"description":235,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":236,"categories":237,"keywords":244,"publishedAt":231},"01M6995HSADCV7FH47KTAK2YJN","google-cloud-global-frontend-configuration","Guides agents through a 6-step discovery process to design and deploy Google Cloud global external Application Load Balancers with Cloud CDN, Cloud Armor, and Service Extensions, mapping workload requirements to best-practice configurations.\nUse when:\n- Designing, configuring, or deploying a Google Cloud global external Application Load Balancer, Cloud CDN, Cloud Armor WAF, or Service Extensions.\n- Discovering existing Google Cloud resources (Cloud Storage, MIGs, GKE, Cloud Run) to use as backends.\n- Generating production-grade Terraform HCL or gcloud CLI scripts for global external Application Load Balancers.\n- Actuating deployments via Infrastructure Manager or bash scripts, including IAM pre-checks.\n- Detecting, analyzing, or reconciling configuration drift on deployed global external Application Load Balancers.\nDon't use for:\n- Non-Google Cloud load balancing or security configurations.\n- Purely regional or internal load balancing setups (unless part of a hybrid\u002Ffailover global design).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fgoogle-cloud-global-frontend-configuration\u002FSKILL.md",[238,241],{"categoryNo":239,"categoryName":240,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":242,"categoryName":243,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000011","运维与部署",[245,142,246,213,217,247,248,218,249,250,251,252,253,254,255,222,256,257,225,258,259,260],"frontend","google cloud global frontend configuration","configuration","global","cli","security","gcloud","resources","detecting","Cloud Storage","load balancer","Bash","drift","iam","gke","run",{"skillNo":262,"name":263,"nameZh":13,"description":264,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":265,"categories":266,"keywords":267,"publishedAt":231},"01M6995FAS24DVS7XE63PQW66N","google-cloud-filestore-nfs-browser","Inspects, searches, and reads files and POSIX metadata on Filestore (NFS) instances on Google Cloud without local NFS client packages or root privileges. Use when browsing Filestore shares, searching files, reading remote logs, or inspecting file attributes; don't use for Cloud Storage buckets, Cloud NetApp Volumes, Persistent Disks, or modifying\u002Fdeleting files.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fgoogle-cloud-filestore-nfs-browser\u002FSKILL.md",[],[142,268,213,269,270,217,271,272,273,254,274,275,222,276,277,278,279,280,281,282],"google cloud filestore nfs browser","browser","nfs","instances","attributes","local","remote","files","browsing","logs","packages","storage","reading","for","use",{"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":292,"publishedAt":231},"01M6995D12PBG5BXRHZ8KCY7DW","google-cloud-filestore-log-troubleshooting","Diagnoses and resolves Filestore client mount failures on Google Cloud, permission errors (EACCES), and network timeouts (ETIMEDOUT). Use when an NFS mount hangs or fails from a Compute Engine VM, GKE pod, Cloud Run service, or Vertex AI workload, when `mount.nfs` reports \"Connection timed out\" or \"access denied by server\", when checking whether VPC ingress firewall rules or `nfsExportOptions` allow a client IP, or when a previously working Filestore share suddenly stops mounting after an administrative change. Don't use for Cloud Storage (GCS) buckets, Persistent Disk, or Cloud NetApp Volumes, and don't use for Filestore capacity scaling or backup and export-policy auditing.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fgoogle-cloud-filestore-log-troubleshooting\u002FSKILL.md",[289],{"categoryNo":290,"categoryName":291,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000023","Skill与智能体开发",[142,293,213,294,295,217,296,297,298,299,254,300,301,302,259,260,270,303,281,282,304],"google cloud filestore log troubleshooting","log","troubleshooting","vertex ai","policy","firewall","vpc","disk","server","change","cloud run","vm",{"skillNo":306,"name":307,"nameZh":13,"description":308,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":309,"categories":310,"keywords":311,"publishedAt":231},"01M6995B50TJ9B5VY619QXCQC7","google-cloud-filestore-autoscale","Inspects Filestore capacity and utilization on Google Cloud, evaluates storage scaling rules, and performs capacity autoscaling (scale UP for low free space or scale DOWN for cost optimization). Use when monitoring Filestore instance headroom, resizing instance shares, configuring automated growth\u002Fshrink thresholds (custom thresholds apply globally across projects in session memory), or preventing out-of-space outages. Don't use for Cloud Storage (GCS) buckets, Persistent Disk block storage, or NetApp Volumes.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fgoogle-cloud-filestore-autoscale\u002FSKILL.md",[],[142,213,312,313,217,314,315,316,317,254,318,319,222,300,224,320,321,279,322,323],"google cloud filestore autoscale","autoscale","memory","projects","scaling","up","autoscaling","free","across","session memory","thresholds","down",{"skillNo":325,"name":326,"nameZh":13,"description":327,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":328,"categories":329,"keywords":332,"publishedAt":231},"01M69958V5D51MDPGX04H2NRYD","google-cloud-filestore-auditing","Audits Filestore instances on Google Cloud across projects for disaster recovery readiness (missing or stale backups), security access governance (overly permissive NFS export rules, 0.0.0.0\u002F0 exposure, missing ROOT_SQUASH), and reliability compliance (Physical Zone Isolation PZI and Physical Zone Separation PZS). Use when assessing storage health posture, auditing NFS export permissions, identifying unprotected file shares, or validating zone failure domains. Don't use for Cloud Storage buckets, Persistent Disk, or NetApp Volumes.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fgoogle-cloud-filestore-auditing\u002FSKILL.md",[330,331],{"categoryNo":290,"categoryName":291,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":44,"categoryName":45,"taxonomyType":6,"taxonomyTypeDesc":7},[142,213,333,217,250,271,315,334,335,254,300,336,270,337,338,281,282,339,340,341],"google cloud filestore auditing","reliability","domains","permissions","isolation","squash","Rules","file","health",{"skillNo":343,"name":251,"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":231},"01M6992E7PWRA4Z3GZBQ4HGT0H","Provides safety-critical validation, guardrails, and data reduction for gcloud CLI operations across Google Cloud Platform (GCP) services and infrastructure. Use when planning, generating, constructing, proposing, describing, or executing any gcloud CLI commands - including when answering questions about gcloud syntax, or formatting flags. Don't use when writing Google Cloud client library code or raw REST\u002FgRPC API requests.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fgcloud\u002FSKILL.md",[],[251,142,249,348,213,349,350,222,351,352,320,353,354,355,356,230,357,358,359,360],"writing","Guardrails","critical","code","api","gcp","commands","syntax","flags","data","library","formatting","infrastructure",{"skillNo":362,"name":363,"nameZh":13,"description":364,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":365,"categories":366,"keywords":367,"publishedAt":231},"01M6991PD7A24G94KD3S85VFZM","datalineage-summary","Summarizes data lineage graphs on Google Cloud to help users debug data quality issues and understand data provenance for BigQuery and Cloud Storage. Use when summarizing upstream and downstream data flows, and presenting complex lineage data as an intuitive Markdown report. Don't use for generic BigQuery queries, editing lineage relationships, or downstream deprecation. Don't use for downstream blast-radius impact analysis (use datalineage-bigquery-asset-impact-analysis skill instead).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fdatalineage-summary\u002FSKILL.md",[],[368,369,142,213,370,371,372,373,281,374,375,376,377,378,254,379,282,380,222,381,382],"datalineage summary","summary","impact-analysis","lineage","as","generic","editing","impact analysis","flows","upstream","issues","impact","debug","blast-radius","analysis",{"skillNo":384,"name":385,"nameZh":13,"description":386,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":387,"categories":388,"keywords":393,"publishedAt":231},"01M6991B7MJ9S3C1TMQXX8RBEA","cloud-sql-basics","This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL, or SQL Server.\nCloud SQL manages third-party MySQL, PostgreSQL, and SQL Server instances as resources in Cloud SQL. For example, when Cloud SQL creates an open-source MySQL instance, the resulting resource is a Cloud SQL for MySQL instance that Google Cloud manages.\nCloud SQL handles backups, high availability, and secure connectivity for relational database workloads.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fcloud-sql-basics\u002FSKILL.md",[389,392],{"categoryNo":390,"categoryName":391,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":23,"categoryName":24,"taxonomyType":6,"taxonomyTypeDesc":7},[394,395,396,217,142,213,271,372,397,398,252,281,399,400,401,282,402,222,340,403,404],"cloud sql basics","basics","sql","databases","availability","example","open","high availability","database","mysql","postgresql",{"skillNo":406,"name":407,"nameZh":13,"description":408,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":409,"categories":410,"keywords":413,"publishedAt":231},"01M69907JRH699J82773R7BSZJ","bigquery-udfs","Creates, deploys, and troubleshoots BigQuery User-Defined Functions (UDFs) and Remote Functions across SQL, JavaScript, Python, and Cloud Run endpoints. Use when writing custom scalar or aggregate functions in BigQuery, installing PyPI packages or Cloud Storage libraries in a Python or JavaScript UDF, or calling Google Cloud and external APIs from a Python UDF (WITH CONNECTION) or Remote Function. Don't use for standard BigQuery table\u002Fdataset CRUD (use bigquery-basics), DataFrames client workflows (use bigquery-bigframes), or BigQuery ML models (use bigquery-ai-ml).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fbigquery-udfs\u002FSKILL.md",[411,412],{"categoryNo":390,"categoryName":391,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":23,"categoryName":24,"taxonomyType":6,"taxonomyTypeDesc":7},[414,415,142,348,213,416,254,417,274,418,222,419,420,320,421,278,260,396,279,422,303],"bigquery udfs","bigquery","python","dataframes","workflows","dataset","crud","libraries","table",{"skillNo":424,"name":425,"nameZh":13,"description":426,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":427,"categories":428,"keywords":435,"publishedAt":231},"01M69901680J13G9ZXKX27VMJ8","bigquery-observability","Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATION_SCHEMA, Cloud Monitoring, and the REST API. Use when the telemetry to fetch is already known, selecting telemetry tools, writing performant INFORMATION_SCHEMA queries, retrieving telemetry for diagnosing single-job performance bottlenecks, investigating slot contention, job concurrency and queue latency, analyzing reservation capacity, utilization and autoscaling saturation, or auditing capacity-based and on-demand compute and storage resource billable usage. Don't use for root-cause diagnosis or symptom troubleshooting when the cause is unknown (use bigquery-troubleshooting first), or for writing or optimizing business logic SQL (use bigquery-optimization).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fcloud\u002Fbigquery-observability\u002FSKILL.md",[429,430,433,434],{"categoryNo":390,"categoryName":391,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":431,"categoryName":432,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":23,"categoryName":24,"taxonomyType":6,"taxonomyTypeDesc":7},{"categoryNo":30,"categoryName":31,"taxonomyType":6,"taxonomyTypeDesc":7},[436,437,415,348,438,439,440,318,441,222,442,443,444,445,352,224,320,446,447,396],"bigquery observability","observability","fetch","performance","selection","information","sql query","unknown","query","saturation","concurrency","diagnosis",{"skillNo":449,"name":450,"nameZh":13,"description":451,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":452,"categories":453,"keywords":457,"publishedAt":231},"01M698XCNR4VNXQ9PCBYCGQRM1","google-ads-api-quickstart","Guides developers through Google Ads API quickstart: credential setup, choosing from 6 client libraries\u002FREST, configuring environments, and running a \"retrieve campaigns\" script. Troubleshoots common setup errors: USER_PERMISSION_DENIED, login_customer_id issues, and CLOUD_PROJECT_NOT_APPROVED_FOR_PRODUCTION (a Google Cloud project with Test access calling a production account).\n\nUse this skill when:\n- The user asks how to get started with the Google Ads API.\n- The user needs to set up Google Ads API access in a Google Cloud project or OAuth credentials.\n- The user wants to write a quickstart\u002Fexample script for Google Ads.\n- The user encounters errors like USER_PERMISSION_DENIED, CLOUD_PROJECT_NOT_APPROVED_FOR_PRODUCTION, or the legacy DEVELOPER_TOKEN_NOT_APPROVED.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fads\u002Fgoogle-ads-api-quickstart\u002FSKILL.md",[454,455,456],{"categoryNo":390,"categoryName":391,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":290,"categoryName":291,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[142,458,459,460,461,352,252,462,225,463,464,465,466,281,467,282,468,469,470,471],"google ads api quickstart","ads","quickstart","google ads","team","how","login","write","developer","tokens","id","connectivity","client","get started",{"skillNo":473,"name":474,"nameZh":13,"description":475,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":142,"ownerAvatarUrl":144,"ownerAccountNo":141,"ownerDisplayName":143,"repositoryNo":202,"starsCount":203,"licenseSpdxId":204,"licenseFileUrl":13,"sourceHtmlUrl":476,"categories":477,"keywords":485,"publishedAt":231},"01M698XAH5ZY802Y01GJS9PKMW","google-ads-api-mcp-setup","Guides developers through downloading, configuring, and installing the official open-source Google Ads MCP Server. Use this skill when a user wants to connect their AI assistant (such as Gemini, Claude Code, or Cursor) to their Google Ads account to query campaigns or retrieve reporting metrics using natural language.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fads\u002Fgoogle-ads-api-mcp-setup\u002FSKILL.md",[478,481,482,483,484],{"categoryNo":479,"categoryName":480,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":390,"categoryName":391,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":242,"categoryName":243,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":290,"categoryName":291,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[142,486,487,459,488,461,352,489,490,491,416,400,492,493,462,225,301,372,282,494],"MCP","google ads api mcp setup","mcp setup","setup","assistant","gemini","pipx","connect","user",{"skillNo":496,"name":251,"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":497,"categories":498,"keywords":499,"publishedAt":231},"01M698WVENHN6R02DC9MK8TY7N","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fskills\u002Fblob\u002Fmain\u002Fplugins\u002Fcloud\u002Fgoogle-cloud-developer\u002Fskills\u002Fgcloud\u002FSKILL.md",[],[251,142,249,348,213,349,350,222,351,352,320,353,354,355,356,230,357,358,359,360],{"skillNo":501,"name":502,"nameZh":13,"description":503,"descriptionZh":13,"repositoryFullName":504,"ownerLogin":505,"ownerAvatarUrl":506,"ownerAccountNo":507,"ownerDisplayName":508,"repositoryNo":509,"starsCount":510,"licenseSpdxId":511,"licenseFileUrl":13,"sourceHtmlUrl":512,"categories":513,"keywords":514,"publishedAt":515},"01M722ECEENMZFMJ4GZSWNQWD2","Confidence Check","Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.","SuperClaude-Org\u002FSuperClaude_Framework","SuperClaude-Org","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F221338871?v=4","01M722DG58Y4B9XS2CJDFMKXBQ","SuperClaude Org","01M722DG608BTN1MWP6ADYZJ0D",23936,"MIT","https:\u002F\u002Fgithub.com\u002FSuperClaude-Org\u002FSuperClaude_Framework\u002Fblob\u002Fmaster\u002Fskills\u002Fconfidence-check\u002FSKILL.md",[],[],"2026-11-10 15:14:50",{"skillNo":517,"name":502,"nameZh":13,"description":503,"descriptionZh":13,"repositoryFullName":504,"ownerLogin":505,"ownerAvatarUrl":506,"ownerAccountNo":507,"ownerDisplayName":508,"repositoryNo":509,"starsCount":510,"licenseSpdxId":511,"licenseFileUrl":13,"sourceHtmlUrl":518,"categories":519,"keywords":520,"publishedAt":515},"01M722DWF6CQP62XABS33RMXN7","https:\u002F\u002Fgithub.com\u002FSuperClaude-Org\u002FSuperClaude_Framework\u002Fblob\u002Fmaster\u002Fplugins\u002Fsuperclaude\u002Fskills\u002Fconfidence-check\u002FSKILL.md",[],[],{"skillNo":522,"name":502,"nameZh":13,"description":503,"descriptionZh":13,"repositoryFullName":504,"ownerLogin":505,"ownerAvatarUrl":506,"ownerAccountNo":507,"ownerDisplayName":508,"repositoryNo":509,"starsCount":510,"licenseSpdxId":511,"licenseFileUrl":13,"sourceHtmlUrl":523,"categories":524,"keywords":525,"publishedAt":515},"01M722DRBRB10540TT4NEJE0JS","https:\u002F\u002Fgithub.com\u002FSuperClaude-Org\u002FSuperClaude_Framework\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fconfidence-check\u002FSKILL.md",[],[],{"skillNo":527,"name":502,"nameZh":13,"description":503,"descriptionZh":13,"repositoryFullName":504,"ownerLogin":505,"ownerAvatarUrl":506,"ownerAccountNo":507,"ownerDisplayName":508,"repositoryNo":509,"starsCount":510,"licenseSpdxId":511,"licenseFileUrl":13,"sourceHtmlUrl":528,"categories":529,"keywords":530,"publishedAt":531},"01M722EG3EEGQ6BX5EYZ8GSK1E","https:\u002F\u002Fgithub.com\u002FSuperClaude-Org\u002FSuperClaude_Framework\u002Fblob\u002Fmaster\u002Fsrc\u002Fsuperclaude\u002Fskills\u002Fconfidence-check\u002FSKILL.md",[],[],"2026-11-10 15:14:42",211,18]