Overview
arize-instrumentation is an open-source integrations skill for Claude Code and compatible agents, published by github. Its author describes it as: “Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the user wants to instru…”. The project has 38k stars on GitHub and is available under the MIT license. Add it to your setup with `git clone https://github.com/github/awesome-copilot ~/.claude/skills/arize-instrumentation`.
What arize-instrumentation does
Use this skill when the user wants to **add Arize AX tracing** to their application. Follow the **two-phase, agent-assisted flow** from the Agent-Assisted Tracing Setup and the Arize AX Tracing — Agent Setup Prompt.
What’s inside
The SKILL.md for arize-instrumentation is organised into these sections:
- Quick start (for the user)
- Core principles
- Phase 0: Environment preflight
- Phase 1: Analysis (read-only)
- Steps
- What to identify
- Phase 1 output
- Integration routing and docs
- Phase 2: Implementation
- Implementation rules
- Enriching traces: manual spans for tool use and agent loops
- Why doesn't the auto-instrumentor do this?
Installation
Add arize-instrumentation to your agent with:
git clone https://github.com/github/awesome-copilot ~/.claude/skills/arize-instrumentationReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- GitHub Copilot — declared in the repository topics
License
arize-instrumentation is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in github/awesome-copilot, an established project with 37,982 GitHub stars
- Works with GitHub Copilot
- Actively maintained — repository updated in the last 90 days
Author
Topics
Alternatives to arize-instrumentation
Similar skills from other repositories:
Frequently asked questions
- What does arize-instrumentation do?
- Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the user wants to instrument their app, add tracing from scratch, set up LLM observability, integrate OpenTelemetry or openinference, or get started with Arize tracing.
- How do I install arize-instrumentation?
- Run git clone https://github.com/github/awesome-copilot ~/.claude/skills/arize-instrumentation in your agent, then reload your skills. Review the source at https://github.com/github/awesome-copilot before installing.
- Is arize-instrumentation free to use?
- Yes. arize-instrumentation is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does arize-instrumentation work with?
- arize-instrumentation lists GitHub Copilot — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does arize-instrumentation come from?
- arize-instrumentation ships inside github/awesome-copilot, a repository that contains 41 catalogued skills in total. The repository's 37,982 GitHub stars apply to that whole collection, not to this skill on its own.