AI 코딩 에이전트를 안내하는 기술로 관찰성을 추가하고 실험을 실행하고 LLM 애플리케이션에 대한 프롬프트를 최적화합니다.

이 기술은 Arize 플랫폼을 구축하고 생산에 팀 디버그 LLM 앱을 돕는 워크플로우를 인코딩합니다. 그들은 ax] CLI 플래그, 데이터 모양 quirks, 그리고 멀티 스텝 요리법을 취급합니다.

Cursor, Claude Code, Codex, GitHub Copilot, Windsurf, Devin 및 40 개 이상의 에이전트와 함께 작동합니다.

새로운? 현재 위치

** 앱에 tracing 추가 ** — 코딩 에이전트가 이 프롬프트를 제공합니다:

https://github.com/Arize-ai/arize-skills에서 기술을 설치하고 이 응용 프로그램에 tracing을 추가하기 위해 arize-instrumentation 기술을 사용합니다.

에이전트는 기술을 설치, 당신의 응용 프로그램을 악기, 그리고 추적 도달 Arize AX - 모든 하나의 세션. Arize credentials를 제공하고 코드를 변경할 필요가 있습니다.

** 이미 추적이 있습니까?** 기술을 설치하고 디버깅을 시작합니다.

https://github.com/Arize-ai/arize-skills,]에서 Arize 기술을 설치하고 내 프로젝트에서 최근 추적을 분석하기 위해 arize-trace 기술을 사용합니다. 어떤 오류 또는 지연 문제든지 검색합니다.

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, Devin, 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:

npx skills add Arize-ai/arize-skills --skill "*" --yes

Want to hand-pick skills, agent, and scope yourself? Drop the flags for the interactive wizard:

npx skills add Arize-ai/arize-skills

Both auto-detect your agent (Cursor, Claude Code, Codex, etc.) and symlink skills into place.

Option 2: git clone

macOS / Linux:

git clone https://github.com/Arize-ai/arize-skills.git
cd arize-skills
./install.sh --project ~/my-project

Windows (PowerShell):

git clone https://github.com/Arize-ai/arize-skills.git
cd arize-skills
.\install.ps1 -Project ~\my-project

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 (v0.39.0+):

ax skills install                                    # interactive
ax skills install --agent claude-code --yes         # non-interactive, Claude only
ax skills install --global --agent cursor --yes     # globally for Cursor
ax skills clear --yes                               # remove Arize skills

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 4: Claude Code plugin

Open up a Claude Code session and execute the following:

/plugin marketplace add Arize-ai/arize-skills
/plugin install arize-skills@arize-skills