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💻 Python · MIT · 🐛 开放 Issue:30
📝 工具简介
通过 ax CLI 管理 Arize 数据集、实验和追踪的代理技能。
📖 怎么用
先运行 `npx skills add Arize-ai/arize-skills --skill "*" --yes` 安装全部技能,或指定技能安装。想用交互式安装就执行 `ax skills install`,非交互式用 `ax skills install --agent claude-code --yes`。装完后给你的编码助手发指令,比如"给这个应用加 tracing",它会自动处理 ax CLI 参数和数据格式。移除技能用 `ax skills clear --yes`。
📋 迷你测评
通过ax CLI管理数据集、实验和追踪的Agent技能。亮点是Arize生态集成,调试提示词有据可查。适合已经在用Arize的团队。
📄 README 要点
这是一套给AI编程助手用的技能包,主要帮你给大模型应用加可观测性、跑实验和优化提示词。它把Arize平台积累的工作流都编码好了,自动处理命令行参数、数据格式这些麻烦事,你不用记那些细节。支持Cursor、Claude Code、Codex、GitHub Copilot等40多种编程工具。用法很简单,直接跟你的编程助手说"安装Arize skills并给应用加追踪",它就会自动装好、给应用插桩,然后验证数据能传到Arize AX,全程一个会话搞定,你只需要提供凭证和批准代码改动就行。适合想快速给LLM应用加监控和调试能力的开发者。
查看英文原文
Arize Skills Skills that guide AI coding agents to help you add observability, run experiments, and optimize prompts for your LLM applications. These skills encode the workflows we've refined building the Arize platform and helping teams debug LLM apps in production. They handle the ax CLI flags, data shape quirks, and multi step recipes so you don't have to. Works with Cursor, Claude Code, Codex, GitHub Copilot, Windsurf, and 40+ other agents. New to Arize? Start Here Adding tracing to your app — give your coding agent this prompt: Install Arize skills from https://github.com/Arize ai/arize skills and use the arize instrumentation skill to add tracing to this application. The agent installs the skills, instruments your app, and verifies a trace reaches Arize AX — all in one session. You'll just need to provide your Arize credentials and approve the code changes. Already have traces? Give your agent this prompt to install the skills and start debugging: Install Arize skills from https://github.com/Arize ai/arize skills, then use the arize trace skill to export and analyze recent traces from my project. Summarize any errors or latency issues you find. Installation Option 1: npx (recommended) Install all skills non interactively — this is what the agent runs for the prompt above: [安装/使用命令见下方] Want to hand pick skills, agent, and scope yourself? Drop the flags for the interactive wizard: [安装/使用命令见下方] Both auto detect your agent (Cursor, Claude Code, Codex, etc.) and symlink skills into place. Option 2: git clone macOS / Linux: [安装/使用命令见下方] Windows (PowerShell): [安装/使用命令见下方] The installer detects installed agents and optionally installs the ax CLI. Use global / Global instead to install to /. /skills/ . Option 3: ax CLI If you already have ax installed (v0.9.0+): [安装/使用命令见下方] Use agent (repeatable) to target specific agents: claude code, cursor, codex, windsurf. Pass global to install globally in /. /skills/ instead of your project, or yes to skip confirmations. Option
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