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arize-instrumentation

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.

skills/arize-instrumentation/SKILL.md

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Nov 6, 2026
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# Arize Instrumentation Skill

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](https://arize.com/docs/ax/alyx/tracing-assistant) and the [Arize AX Tracing — Agent Setup Prompt](https://arize.com/docs/PROMPT.md).

## Quick start (for the user)

If the user asks you to "set up tracing" or "instrument my app with Arize", you can start with:

> Follow the instructions from https://arize.com/docs/PROMPT.md and ask me questions as needed.

Then execute the two phases below.

## Core principles