arize-instrumentation

仓库创建 2025年6月12日最近提交 7 小时前SkillHot 收录 20 天前

▸ 精选理由

适合想从头接入 Arize 并自动化改造代码的工程师。

▸ 风险提示

需要 Arize 凭证与联网，可能调用外部安装脚本。

这个 Skill 做什么

按两阶段流程为应用添加 Arize AX 跟踪埋点并生成可选实现。

帮你把 Arize AX tracing 埋到现有的 LLM 应用里，先自动分析代码库再把改动建议交给你确认，确认后才真正写入埋点实现。适合第一次要接入 Arize 跟踪、想建立 LLM 可观测性或把 OpenTelemetry / openinference 接入的场景。特别之处是两阶段的 agent 辅助流程，会生成可选实现补丁，降低手工改代码的风险。

▸ 展开 SKILL.md 英文原文

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.

开发编程Arize埋点可观测性tracing通用

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安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-instrumentation/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/github/awesome-copilot/main/skills/arize-instrumentation/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# 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

- **Prefer inspection over mutation** — understand the codebase before changing it.

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