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google-agents-cli-observability

| 2026-08-01 收录

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📦 榜单安装量69.6K
⭐ GitHub Stars5,467(fork 580)
🗓️ 最近推送2026-07-23
🌱 项目创建2026-04-08
💻 语言 / LicensePython · Apache-2.0
🐛 开放Issue24

📝 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

可观测性技能,安装步骤跟前面一样:`uvx google-agents-cli setup` 初始化,然后 `npx skills add google/agents-cli` 添加技能。装好后,agent 能帮你监控 agent 的运行状态、查日志、看指标。你直接问“现在系统健康吗”或“查一下最近的错误日志”,它就会去拉数据给你分析。

📋 迷你测评

变身Google Cloud专家,管agent的监控观测。亮点是让助手能查运行状态,不用切控制台。适合排查线上问题时用。

📄 README 要点

这也是谷歌Gemini企业级Agent平台CLI工具的一部分,重点在可观测性方面。它让你的编程助手能够监控和优化部署在Google Cloud上的Agent,提供构建、扩展、治理和优化企业级Agent所需的技能和命令。支持Claude Code、Codex、Antigravity CLI等主流编程助手,安装需要Python 3.11+、uv和Node.js环境。对于需要实时监控Agent运行状态、排查问题、优化性能的开发者来说特别实用,不用自己折腾各种监控工具,让AI助手直接帮你搞定。

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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数据来源:skills.sh 榜单 + GitHub 公开数据,非人工实测,仅供参考