[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-669":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":10,"languages":10,"totalLinesOfCode":10,"stars":11,"forks":12,"watchers":13,"openIssues":14,"contributorsCount":15,"subscribersCount":15,"size":15,"stars1d":15,"stars7d":16,"stars30d":17,"stars90d":15,"forks30d":15,"starsTrendScore":15,"compositeScore":18,"rankGlobal":10,"rankLanguage":10,"license":19,"archived":20,"fork":20,"defaultBranch":21,"hasWiki":20,"hasPages":22,"topics":23,"createdAt":10,"pushedAt":10,"updatedAt":32,"readmeContent":33,"aiSummary":34,"trendingCount":15,"starSnapshotCount":15,"syncStatus":35,"lastSyncTime":36,"discoverSource":37},669,"agents-cli","google\u002Fagents-cli","google","The CLI and skills that turn any coding assistant into an expert at creating, evaluating, and deploying AI agents on Google Cloud.","https:\u002F\u002Fgoogle.github.io\u002Fagents-cli\u002F",null,2745,325,18,12,0,47,606,89.54,"Apache License 2.0",false,"main",true,[24,25,26,27,28,29,30,31],"adk","agent-development-kit","agents","coding-agent","gemini","gemini-enterprise-agent-platform","generative-ai","google-cloud","2026-06-11 04:00:33","\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fgoogle\u002Fagents-cli\u002Fmain\u002Fdocs\u002Fsrc\u002Fassets\u002Flogo_sm.png\" alt=\"agents-cli logo\" width=\"120\" \u002F>\n  \u003Ch1>\u003Ccode>agents-cli\u003C\u002Fcode>\u003C\u002Fh1>\n  \u003Cp>The CLI and skills for building agents on Gemini Enterprise Agent Platform.\u003C\u002Fp>\n\n  \u003Cp>\n    \u003Ca href=\"#get-started\">Get Started\u003C\u002Fa>   |  \n    \u003Ca href=\"#agent-skills\">Skills\u003C\u002Fa>   |  \n    \u003Ca href=\"#cli-commands\">Commands\u003C\u002Fa>   |  \n    \u003Ca href=\"https:\u002F\u002Fpypi.org\u002Fproject\u002Fgoogle-agents-cli\u002F\">PyPI\u003C\u002Fa>   |  \n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fissues\">Issues\u003C\u002Fa>   |  \n    \u003Ca href=\"https:\u002F\u002Fgoogle.github.io\u002Fagents-cli\u002F\">Docs\u003C\u002Fa>   |  \n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fblob\u002Fmain\u002FRELEASE_NOTES.md\">Release Notes\u003C\u002Fa>   |  \n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fstargazers\">Star us\u003C\u002Fa>\n  \u003C\u002Fp>\n\u003C\u002Fdiv>\n\n---\n\nTurn your favorite coding assistant into an expert at building and deploying agents on Google Cloud.\n\n**Agents CLI in Agent Platform** (`agents-cli`) gives your coding agent the skills and commands to build, scale, govern, and optimize enterprise-grade agents — so you don't have to learn every CLI and service yourself.\n\n**Works seamlessly with:**\n[Gemini CLI](https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli)  •  [Claude Code](https:\u002F\u002Fdocs.anthropic.com\u002Fen\u002Fdocs\u002Fclaude-code)  •  [Codex](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex)  •  [Antigravity](https:\u002F\u002Fantigravity.google\u002F)  •  *and any other coding agent.*\n\n## Get Started\n\n**Prerequisites:** Python 3.11+, [uv](https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002Fgetting-started\u002Finstallation\u002F), and [Node.js](https:\u002F\u002Fnodejs.org\u002Fen\u002Fdownload).\n\n### 1. Install\n\n```bash\nuvx google-agents-cli setup\n```\n\n\u003Cdetails>\n\u003Csummary>Or just the skills — your coding agent will handle the rest\u003C\u002Fsummary>\n\n```bash\nnpx skills add google\u002Fagents-cli\n```\n\n\u003C\u002Fdetails>\n\n### 2. Open your coding agent\n\nLaunch [Gemini CLI](https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli), [Claude Code](https:\u002F\u002Fdocs.anthropic.com\u002Fen\u002Fdocs\u002Fclaude-code), [Codex](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex), or any coding agent you prefer.\n\n### 3. Build your first agent\n\nAsk your coding agent to build something — e.g. *\"Use agents-cli to build a caveman-style agent that compresses verbose text into terse, technical grunts\"*\n\nSee the [full tutorial](https:\u002F\u002Fgoogle.github.io\u002Fagents-cli\u002Fguide\u002Fquickstart-tutorial\u002F) for a step-by-step walkthrough.\n\n**[Browse the full documentation →](https:\u002F\u002Fgoogle.github.io\u002Fagents-cli\u002F)**\n\n---\n\n## Agent Skills\n\n| Skill | What your coding agent learns |\n|-------|-------------------------------|\n| `google-agents-cli-workflow` | Development lifecycle, code preservation rules, model selection |\n| `google-agents-cli-adk-code` | ADK Python API — agents, tools, orchestration, callbacks, state |\n| `google-agents-cli-scaffold` | Project scaffolding — `create`, `enhance`, `upgrade` |\n| `google-agents-cli-eval` | Evaluation methodology — metrics, evalsets, LLM-as-judge, trajectory scoring |\n| `google-agents-cli-deploy` | Deployment — [Agent Runtime](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fscale), [Cloud Run](https:\u002F\u002Fcloud.google.com\u002Frun), [GKE](https:\u002F\u002Fcloud.google.com\u002Fkubernetes-engine), CI\u002FCD, secrets |\n| `google-agents-cli-publish` | Gemini Enterprise registration |\n| `google-agents-cli-observability` | Observability — Cloud Trace, logging, third-party integrations |\n\n---\n\n## CLI Commands\n\n| Command | What it does |\n|---------|-------------|\n| `agents-cli setup` | Install CLI + skills to coding agents |\n| `agents-cli scaffold \u003Cname>` | Create a new agent project |\n| `agents-cli eval run` | Run agent evaluations |\n| `agents-cli deploy` | Deploy to Google Cloud |\n| `agents-cli publish gemini-enterprise` | Register with Gemini Enterprise |\n\n\u003Cdetails>\n\u003Csummary>See all commands\u003C\u002Fsummary>\n\n| Command | Description |\n|---------|-------------|\n| `agents-cli login` | Authenticate with Google Cloud or AI Studio |\n| `agents-cli login --status` | Show authentication status |\n| **Scaffold** | |\n| `agents-cli scaffold \u003Cname>` | Create a new agent project |\n| `agents-cli scaffold enhance` | Add deployment, CI\u002FCD, or RAG to an existing project |\n| `agents-cli scaffold upgrade` | Upgrade project to a newer agents-cli version |\n| **Develop** | |\n| `agents-cli run \"prompt\"` | Run agent with a single prompt |\n| `agents-cli install` | Install project dependencies |\n| `agents-cli lint` | Run code quality checks (Ruff) |\n| **Evaluate** | |\n| `agents-cli eval run` | Run agent evaluations |\n| `agents-cli eval compare` | Compare two eval result files |\n| **Deploy & Publish** | |\n| `agents-cli deploy` | Deploy to Google Cloud |\n| `agents-cli publish gemini-enterprise` | Register with Gemini Enterprise |\n| `agents-cli infra single-project` | Provision single-project infrastructure |\n| `agents-cli infra cicd` | Set up CI\u002FCD pipeline + staging\u002Fprod infrastructure |\n| **Data** | |\n| `agents-cli infra datastore` | Provision datastore infrastructure for RAG |\n| `agents-cli data-ingestion` | Run data ingestion pipeline |\n| **Other** | |\n| `agents-cli info` | Show project config and CLI version |\n| `agents-cli update` | Force reinstall skills to all IDEs |\n\n\u003C\u002Fdetails>\n\n## How it works\n\n\u003Cdiv align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fyoutu.be\u002FECYKo70pPNc\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.youtube.com\u002Fvi\u002FECYKo70pPNc\u002Fmaxresdefault.jpg\" alt=\"agents-cli demo video\" width=\"100%\" \u002F>\n  \u003C\u002Fa>\n\u003C\u002Fdiv>\n\n---\n\n## Architecture\n\nThe Google Cloud agent stack that `agents-cli` builds on:\n\n![Architecture](https:\u002F\u002Fraw.githubusercontent.com\u002Fgoogle\u002Fagents-cli\u002Fmain\u002Fdocs\u002Fsrc\u002Fassets\u002Farchitecture.png \"Architecture\")\n\n## FAQ\n\n**Is this an alternative to Gemini CLI, Claude Code, or Codex?**\u003Cbr>\nNo. **`agents-cli` is a tool *for* coding agents, not a coding agent itself.** It provides the CLI commands and skills that make your coding agent better at building, evaluating, and deploying ADK agents on Google Cloud.\n\n**How is this different from just using `adk` directly?**\u003Cbr>\n[ADK](https:\u002F\u002Fadk.dev) is an agent framework. `agents-cli` gives your coding agent the skills and tools to build, evaluate, and deploy ADK agents end-to-end.\n\n**Do I need Google Cloud?**\u003Cbr>\nFor local development (`create`, `run`, `eval`), no — you can use an [AI Studio API key](https:\u002F\u002Faistudio.google.com\u002Fapikey) to run Gemini with [ADK](https:\u002F\u002Fadk.dev) locally. For deployment and cloud features, yes.\n\n**Can I use this with an existing agent project?**\u003Cbr>\nYes. `agents-cli scaffold enhance` adds deployment and CI\u002FCD to existing projects.\n\n**Can I use `agents-cli` without a coding agent?**\u003Cbr>\nYes. The CLI works standalone — you can run `agents-cli scaffold`, `eval`, `deploy`, and every other command directly from your terminal. The skills just make it easier for coding agents to do it for you.\n\n## Feedback\n\nWe value your input — it helps us improve `agents-cli` for the community.\n\n- **Bugs & feature requests:** [open an issue](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fissues\u002Fnew) — 👍 the ones you want prioritized\n- **Share what you built:** we'd love to hear about your projects! Reach out at \u003Ca href=\"mailto:agents-cli@google.com\">agents-cli@google.com\u003C\u002Fa> to share your agent or provide feedback\n\n## Contributing\n\nThe best way to contribute is through feedback: bug reports, feature requests, and ideas shared via [issues](https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagents-cli\u002Fissues) to directly shape our roadmap. The CLI is distributed as a pre-built wheel rather than as source in the repository, which lets us iterate quickly while keeping the public interface stable. The code is not obfuscated — you can inspect any release by extracting the `.whl` file (a standard zip archive).\n\nSee the [contributing guide](CONTRIBUTING.md) for details.\n\n## Terms of Service\n\n`agents-cli` leverages Google Cloud APIs. When you deploy agents, you'll be deploying resources in your own Google Cloud project and will be responsible for those resources. Please review the [Google Cloud Service Terms](https:\u002F\u002Fcloud.google.com\u002Fterms\u002Fservice-terms) for details.\n\n## Preview\n\nThis feature is subject to the \"Pre-GA Offerings Terms\" in the General Service\nTerms section of the\n[Service Specific Terms](https:\u002F\u002Fcloud.google.com\u002Fterms\u002Fservice-terms#1).\nPre-GA features are available \"as is\" and might have limited support. For more\ninformation, see the\n[launch stage descriptions](https:\u002F\u002Fcloud.google.com\u002Fproducts?hl=en#product-launch-stages).\n","google\u002Fagents-cli 是一个命令行工具和技能包，旨在将任何编码助手转变为在 Google Cloud 上创建、评估和部署 AI 代理的专家。其核心功能包括提供一系列命令和技能，使用户能够轻松构建、扩展、管理和优化企业级 AI 代理，而无需深入学习每个服务的具体细节。该工具与 Gemini CLI、Claude Code、Codex 等多种编码助手无缝集成，适用于希望简化 AI 代理开发流程并提升工作效率的企业和个人开发者。通过使用 agents-cli，开发者可以快速搭建从基础到复杂的各种 AI 应用场景，特别适合需要快速原型设计或大规模部署智能代理的情况。",2,"2026-06-11 02:38:30","CREATED_QUERY"]