[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M69901J9WTPW1PXDXM9BN31Y":3,"skill-same:01M69901J9WTPW1PXDXM9BN31Y":110},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":28,"publishedAt":48,"linkOnly":49,"markdownContent":50,"markdownBody":51,"frontMatter":52,"refName":60,"commitSha":61,"skillDirectory":62,"forksCount":63,"repositoryHtmlUrl":64,"repositoryHomepageUrl":65,"ownerHtmlUrl":66,"ownerBlogUrl":67,"ownerDescription":68,"updatedAt":69,"install":70,"resources":83},"01M69901J9WTPW1PXDXM9BN31Y","google-agents-cli-adk-code",null,"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).","google\u002Fagents-cli","google","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1342004?v=4","01M698VYEFDM0VJBZDYYJ2T83S","Google","01M698ZVGDEBGAXVZGNKKKCRBQ",6349,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":26,"taxonomyTypeDesc":27},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[29,30,31,9,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47],"adk","cli","google agents cli adk code","code","write","apache","create","api","workflow","orchestration","uv","kit","scaffolding","project","types","quick reference","quick","agent development","agent development kit","2026-11-10 10:12:30",false,"---\nname: google-agents-cli-adk-code\ndescription: >\n  This skill should be used when the user wants to \"write agent code\",\n  \"build an agent with ADK\", \"add a tool\", \"create a callback\", \"define an agent\",\n  \"use state management\" — in a project that needs ADK (Agent Development Kit) API\n  patterns and code examples.\n  It provides a quick reference for agent types, tool definitions, orchestration\n  patterns, callbacks, state management, the graph Workflow API, and reference\n  recipes to study.\n  Do NOT use for scaffolding (use google-agents-cli-scaffold) or deployment\n  (use google-agents-cli-deploy).\nmetadata:\n  author: Google\n  license: Apache-2.0\n  version: 1.14.0\n  requires:\n    bins:\n      - agents-cli\n    install: \"uv tool install google-agents-cli\"\n---\n\n# ADK Code Reference\n\nActivate `\u002Fgoogle-agents-cli-workflow` first.\n\n## 1. Study Recipes (No Project Needed)\n\n**Python — read the topic index in `references\u002Frecipes.md` before answering \"how do I build X\".**\nWorked implementations exist for: sandboxed\u002Fper-user code execution, agent-loadable `SKILL.md`\nskills, cross-session memory, approval gates before risky actions, tool guardrails, per-user\ncredentials, and scheduled\u002Fevent-driven runs.\n\n**Go — read the upstream [`examples\u002F`](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-go\u002Ftree\u002Fmain\u002Fexamples).**\nclone the repo and read the one matching the capability you need before implementing it.\n\n## 2. Prerequisites for Writing Code\n\nDo NOT write agent code until a project is scaffolded.\n\n1. Verify project: run `agents-cli info` (proceed if config exists).\n2. No project: load `\u002Fgoogle-agents-cli-workflow` and agree the spec with the user (its Phase 0) before you scaffold.\n3. Existing code: run `agents-cli scaffold enhance .`.\n\n## Quick Reference — Most Common Patterns\n\nSee `references\u002Fadk-python.md` and `references\u002Fadk-go.md` for Python and Go code examples, respectively.\n\n---\n\n## References\n\nUse the cheatsheets for common patterns. For deep knowledge, fetch the docs index or inspect the\ninstalled package.\n\n| Reference | Language | When to read |\n|------|------|-------------|\n| `references\u002Frecipes.md` | Python | **Topic-indexed catalog of ADK reference recipes.** Read in workflow Phase 1 — before scaffolding and before writing code — maps a capability to the recipe that implements it. |\n| `references\u002Fadk-python.md` | Python | Core ADK API: `Agent`, tools, callbacks, plugins, state, artifacts, multi-agent systems, `SequentialAgent` \u002F `ParallelAgent` \u002F `LoopAgent`, custom `BaseAgent`, `ManagedAgent` (server-hosted first-party agents), A2A protocol, A2UI. Default for most agents. |\n| `references\u002Fadk-python-workflows.md` | Python | Graph-based Workflow API (ADK Python 2.0): nodes, edges, fan-out\u002Ffan-in, HITL, parallel processing. Use when you need explicit graph topology. |\n| `references\u002Fadk-python-live.md` | Python | Live and voice agents: `Runner.run_live`, `LiveRequestQueue`, model and regional availability, voice\u002F`speech_config`, VAD, session limits, `\u002Frun_live` serving. Use for real-time voice or video agents. |\n| `references\u002Fadk-go.md` | Go | Core ADK Go API: `llmagent`, tools, callbacks, plugins, state, artifacts, multi-agent systems, sequential\u002Fparallel\u002Floop agents, custom agents, the runner, serving over HTTP, A2A protocol, and ambient triggers. Default for most agents. |\n| `references\u002Fadk-go-workflows.md` | Go | Graph-based Workflow API: nodes, edges, fan-out\u002Ffan-in, HITL, parallel processing. Use when you need explicit graph topology. |\n| [`examples\u002F`](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-go\u002Ftree\u002Fmain\u002Fexamples) | Go | Runnable upstream programs — the closest thing to a recipe catalog for Go. |\n| `curl https:\u002F\u002Fadk.dev\u002Fllms.txt` | Python | Docs index (every page title + URL). Fetch it, then `WebFetch` the specific page for anything beyond the cheatsheets. |\n| Installed ADK package | Python | Exact signatures and symbols — inspect the source (see \"Inspecting ADK Source Code\" in `references\u002Fadk-python.md`). |\n\n## Related Skills\n\n- `\u002Fgoogle-agents-cli-workflow` — Development workflow, coding guidelines, and operational rules\n- `\u002Fgoogle-agents-cli-scaffold` — Project creation and enhancement with `agents-cli scaffold create` \u002F `scaffold enhance`\n- `\u002Fgoogle-agents-cli-eval` — Evaluation methodology, dataset schema, and the eval-fix loop\n- `\u002Fgoogle-agents-cli-deploy` — Deployment targets, CI\u002FCD pipelines, and production workflows\n","# ADK Code Reference\n\nActivate `\u002Fgoogle-agents-cli-workflow` first.\n\n## 1. Study Recipes (No Project Needed)\n\n**Python — read the topic index in `references\u002Frecipes.md` before answering \"how do I build X\".**\nWorked implementations exist for: sandboxed\u002Fper-user code execution, agent-loadable `SKILL.md`\nskills, cross-session memory, approval gates before risky actions, tool guardrails, per-user\ncredentials, and scheduled\u002Fevent-driven runs.\n\n**Go — read the upstream [`examples\u002F`](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-go\u002Ftree\u002Fmain\u002Fexamples).**\nclone the repo and read the one matching the capability you need before implementing it.\n\n## 2. Prerequisites for Writing Code\n\nDo NOT write agent code until a project is scaffolded.\n\n1. Verify project: run `agents-cli info` (proceed if config exists).\n2. No project: load `\u002Fgoogle-agents-cli-workflow` and agree the spec with the user (its Phase 0) before you scaffold.\n3. Existing code: run `agents-cli scaffold enhance .`.\n\n## Quick Reference — Most Common Patterns\n\nSee `references\u002Fadk-python.md` and `references\u002Fadk-go.md` for Python and Go code examples, respectively.\n\n---\n\n## References\n\nUse the cheatsheets for common patterns. For deep knowledge, fetch the docs index or inspect the\ninstalled package.\n\n| Reference | Language | When to read |\n|------|------|-------------|\n| `references\u002Frecipes.md` | Python | **Topic-indexed catalog of ADK reference recipes.** Read in workflow Phase 1 — before scaffolding and before writing code — maps a capability to the recipe that implements it. |\n| `references\u002Fadk-python.md` | Python | Core ADK API: `Agent`, tools, callbacks, plugins, state, artifacts, multi-agent systems, `SequentialAgent` \u002F `ParallelAgent` \u002F `LoopAgent`, custom `BaseAgent`, `ManagedAgent` (server-hosted first-party agents), A2A protocol, A2UI. Default for most agents. |\n| `references\u002Fadk-python-workflows.md` | Python | Graph-based Workflow API (ADK Python 2.0): nodes, edges, fan-out\u002Ffan-in, HITL, parallel processing. Use when you need explicit graph topology. |\n| `references\u002Fadk-python-live.md` | Python | Live and voice agents: `Runner.run_live`, `LiveRequestQueue`, model and regional availability, voice\u002F`speech_config`, VAD, session limits, `\u002Frun_live` serving. Use for real-time voice or video agents. |\n| `references\u002Fadk-go.md` | Go | Core ADK Go API: `llmagent`, tools, callbacks, plugins, state, artifacts, multi-agent systems, sequential\u002Fparallel\u002Floop agents, custom agents, the runner, serving over HTTP, A2A protocol, and ambient triggers. Default for most agents. |\n| `references\u002Fadk-go-workflows.md` | Go | Graph-based Workflow API: nodes, edges, fan-out\u002Ffan-in, HITL, parallel processing. Use when you need explicit graph topology. |\n| [`examples\u002F`](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fadk-go\u002Ftree\u002Fmain\u002Fexamples) | Go | Runnable upstream programs — the closest thing to a recipe catalog for Go. |\n| `curl https:\u002F\u002Fadk.dev\u002Fllms.txt` | Python | Docs index (every page title + URL). Fetch it, then `WebFetch` the specific page for anything beyond the cheatsheets. |\n| Installed ADK package | Python | Exact signatures and symbols — inspect the source (see \"Inspecting ADK Source Code\" in `references\u002Fadk-python.md`). |\n\n## Related Skills\n\n- `\u002Fgoogle-agents-cli-workflow` — Development workflow, coding guidelines, and operational rules\n- `\u002Fgoogle-agents-cli-scaffold` — Project creation and enhancement with `agents-cli scaffold create` \u002F `scaffold enhance`\n- `\u002Fgoogle-agents-cli-eval` — Evaluation methodology, dataset schema, and the eval-fix loop\n- `\u002Fgoogle-agents-cli-deploy` — Deployment targets, CI\u002FCD pipelines, and production workflows\n",{"name":5,"metadata":53,"description":59},{"author":12,"license":15,"version":54,"requires":55},"1.14.0",{"bins":56,"install":58},[57],"agents-cli","uv tool install google-agents-cli","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).\n","main","6eedbdc2f44c388cbfc5f305eb83b9924cfefebb","skills\u002Fgoogle-agents-cli-adk-code",731,"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli","https:\u002F\u002Fgoogle.github.io\u002Fagents-cli\u002F","https:\u002F\u002Fgithub.com\u002Fgoogle","https:\u002F\u002Fopensource.google\u002F","Google ❤️ Open Source","2026-11-12 23:04:58",{"source":8,"skillName":5,"commands":71,"prompt":81,"zipAvailable":82},[72,75,78],{"tool":73,"command":74},"npx","npx skills add google\u002Fagents-cli --skill google-agents-cli-adk-code",{"tool":76,"command":77},"bunx","bunx skills add google\u002Fagents-cli --skill google-agents-cli-adk-code",{"tool":79,"command":80},"pnpm","pnpm dlx skills add google\u002Fagents-cli --skill google-agents-cli-adk-code","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002FSKILL.md",true,[84,90,94,98,102,106],{"path":85,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":88,"sourceHtmlUrl":89},"references\u002Fadk-go-workflows.md","REFERENCE","参考文档",17980,"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002Freferences\u002Fadk-go-workflows.md",{"path":91,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":92,"sourceHtmlUrl":93},"references\u002Fadk-go.md",23231,"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002Freferences\u002Fadk-go.md",{"path":95,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":96,"sourceHtmlUrl":97},"references\u002Fadk-python-live.md",34967,"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002Freferences\u002Fadk-python-live.md",{"path":99,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":100,"sourceHtmlUrl":101},"references\u002Fadk-python-workflows.md",17334,"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002Freferences\u002Fadk-python-workflows.md",{"path":103,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":104,"sourceHtmlUrl":105},"references\u002Fadk-python.md",38047,"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002Freferences\u002Fadk-python.md",{"path":107,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":108,"sourceHtmlUrl":109},"references\u002Frecipes.md",9370,"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fskills\u002Fgoogle-agents-cli-adk-code\u002Freferences\u002Frecipes.md",[111,133,153,176,200,217],{"skillNo":112,"name":113,"nameZh":6,"description":114,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":115,"categories":116,"keywords":122,"publishedAt":48},"01M6990ZGJV6CHR6CZK81S58CN","google-agents-cli-workflow","This skill should be used when the user wants to \"develop an agent\", \"build an agent using ADK\", \"run the agent locally\", \"debug agent code\", \"test an agent\", \"deploy an agent\", \"publish an agent\", \"monitor an agent\", or needs the ADK (Agent Development Kit) development lifecycle and coding guidelines. Entrypoint for building ADK agents. Always active — provides the full workflow (scaffold, build, evaluate, deploy, publish, observe), code preservation rules, model selection guidance, and troubleshooting steps for ADK or any agent development.","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fsrc\u002Fgoogle\u002Fagents\u002Fcli\u002Fskills\u002Fdata\u002Fgoogle-agents-cli-workflow\u002FSKILL.md",[117,120,121],{"categoryNo":118,"categoryName":119,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":24,"categoryName":25,"taxonomyType":26,"taxonomyTypeDesc":27},[9,123,30,37,29,47,46,124,125,126,127,128,40,39,32,129,130,34,131,132],"google agents cli workflow","development lifecycle","model","observe","selection","model selection","debug agent","publish","active","run",{"skillNo":134,"name":135,"nameZh":6,"description":136,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":137,"categories":138,"keywords":141,"publishedAt":48},"01M6990XH0S4MNS7YTDAMNAAEW","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).","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002Fsrc\u002Fgoogle\u002Fagents\u002Fcli\u002Fskills\u002Fdata\u002Fgoogle-agents-cli-scaffold\u002FSKILL.md",[139,140],{"categoryNo":118,"categoryName":119,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[142,9,30,143,29,144,145,146,42,147,39,148,37,32,35,149,34,150,151,152],"google agents cli scaffold","scaffold","writing","projects","new agent","ci","upgrade","me","options","template","CI\u002FCD",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":161,"publishedAt":48},"01M6990VP634A9G6052KQCZNYJ","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\u002Fsrc\u002Fgoogle\u002Fagents\u002Fcli\u002Fskills\u002Fdata\u002Fgoogle-agents-cli-publish\u002FSKILL.md",[159,160],{"categoryNo":118,"categoryName":119,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[9,30,162,130,29,163,164,39,165,166,167,168,169,34,170,171,172,173,174,175],"google agents cli publish","MCP","programmatic","auto","mcp server","agent registry","server","delete","command","update","install","suite","fleet","registry",{"skillNo":177,"name":178,"nameZh":6,"description":179,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":180,"categories":181,"keywords":190,"publishedAt":48},"01M6990SFDY0JKXYP921BKRJYE","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\u002Fsrc\u002Fgoogle\u002Fagents\u002Fcli\u002Fskills\u002Fdata\u002Fgoogle-agents-cli-observability\u002FSKILL.md",[182,185,186,187],{"categoryNo":183,"categoryName":184,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000013","分析与可视化",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":24,"categoryName":25,"taxonomyType":26,"taxonomyTypeDesc":27},{"categoryNo":188,"categoryName":189,"taxonomyType":26,"taxonomyTypeDesc":27},"01JBSEEDCAT000000000000033","数据分析师",[9,30,191,192,29,47,46,193,194,40,39,195,196,197,32,36,198,34,172,199],"google agents cli observability","observability","SET","up","traffic","configure","code patterns","monitoring","mlflow",{"skillNo":201,"name":202,"nameZh":6,"description":203,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":204,"categories":205,"keywords":208,"publishedAt":48},"01M6990PXZ0S6NHYV8PGGVFT6E","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\u002Fsrc\u002Fgoogle\u002Fagents\u002Fcli\u002Fskills\u002Fdata\u002Fgoogle-agents-cli-eval\u002FSKILL.md",[206,207],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":24,"categoryName":25,"taxonomyType":26,"taxonomyTypeDesc":27},[9,30,209,210,29,211,42,41,39,212,197,32,213,36,214,215,216,34,132,33],"google agents cli eval","eval","project scaffolding","dataset","scoring","common","analyze","optimize",{"skillNo":218,"name":219,"nameZh":6,"description":220,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":221,"categories":222,"keywords":229,"publishedAt":48},"01M6990MAHH0X6XCNVB74Q67P6","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\u002Fsrc\u002Fgoogle\u002Fagents\u002Fcli\u002Fskills\u002Fdata\u002Fgoogle-agents-cli-deploy\u002FSKILL.md",[223,226,227,228],{"categoryNo":224,"categoryName":225,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":118,"categoryName":119,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":24,"categoryName":25,"taxonomyType":26,"taxonomyTypeDesc":27},[9,230,30,231,29,42,147,210,39,232,197,233,132,234,235,236,237,238,239,240],"google agents cli deploy","deploy","workflows","gke","Evaluation","langchain","infrastructure","do","cloud run","for","deployment"]