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📊 公开数据一览
| 📦 榜单安装量 | 2.4K |
| ⭐ GitHub Stars | 5,467(fork 580) |
| 🗓️ 最近推送 | 2026-07-23 |
| 🌱 项目创建 | 2026-04-08 |
| 💻 语言 / License | Python · Apache-2.0 |
| 🐛 开放Issue | 24 |
📝 工具简介
把任意编程助手变成Google Cloud上创建、评估、部署AI agent的专家。
📖 怎么用
先装 CLI 和技能,跑 `uvx google-agents-cli setup` 初始化环境,再用 `npx skills add google/agents-cli` 把技能加进来。装完你的 agent 就具备在 Google Cloud 上构建和部署 enterprise agent 的能力了,直接跟它说要评估或优化 agent 性能,它会用 agents-cli 帮你做治理和优化。README 未说明具体配置步骤。
📋 迷你测评
同上,但聚焦评估环节。亮点是专门做agent效果验证,适合需要量化反馈的迭代场景。
📄 README 要点
这个还是Google Cloud的agents CLI工具包,跟前面两个是同一个项目,功能一模一样。都是为了让你的AI编程助手能熟练地在Gemini Enterprise Agent Platform上构建、部署、管理企业级智能体。它把复杂的CLI命令和服务配置都封装好了,你只需要用自然语言跟AI助手说需求就行。支持Antigravity、Claude Code、Codex等主流编程助手。安装需要Python 3.11+、uv和Node.js,可以选完整安装或只装技能。适合Google Cloud上的企业级AI开发场景。
查看英文原文
agents cli The CLI and skills for building agents on Gemini Enterprise Agent Platform. Get Started Skills Commands PyPI Issues Docs Release Notes Star us Turn your favorite coding assistant into an expert at building and deploying agents on Google Cloud. 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. Works seamlessly with: Antigravity CLI • Claude Code • Codex • and any other coding agent. Get Started Prerequisites: Python 3.11+, uv, and Node.js. 1. Install [安装/使用命令见下方] Or just the skills — your coding agent will handle the rest [安装/使用命令见下方] 2. Open your coding agent Launch Antigravity CLI, Claude Code, Codex, or any coding agent you prefer. 3. Build your first agent Ask 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" See the full tutorial for a step by step walkthrough. Browse the full documentation → Agent Skills Skill What your coding agent learns google agents cli workflow Development lifecycle, code preservation rules, model selection google agents cli adk code ADK Python API — agents, tools, orchestration, callbacks, state google agents cli scaffold Project scaffolding — create , enhance , upgrade google agents cli eval Evaluation methodology — metrics, datasets, LLM as judge, adaptive rubrics google agents cli deploy Deployment — Agent Runtime, Cloud Run, GKE, CI/CD, secrets google agents cli publish Gemini Enterprise registration google agents cli observability Observability — Cloud Trace, logging, third party integrations CLI Commands Command What it does agents cli setup Instal
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