arize-trace

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

便于把追踪数据拉回本地分析，对调试分布式 LLM 有帮助。

▸ 风险提示

需要 Arize API 权限与联网访问追踪数据。

这个 Skill 做什么

导出与查看 Arize traces/spans/sessions，辅助根因排查与调试。

把 Arize 上的 trace、span、session 拉下来查看，帮助你看清 LLM 应用在跑时都做了哪些调用和发生了什么错误。遇到运行异常、行为回归或要导出某次 trace 做离线分析时会用到，能按 ID 下载 span 或整条 trace。亮点是面向分布式调用树的可追溯性，配合 ax CLI 能做较深入的根因排查。

▸ 展开 SKILL.md 英文原文

Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID, and root-cause investigation using the ax CLI. Use when the user wants to look at existing trace data, see what their LLM app is doing, export traces, download spans, investigate errors, or analyze behavior regressions.

开发编程追踪排错Arize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-trace/SKILL.md

或 curl 直取 SKILL.md

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

SKILL.MD 节选查看完整文件 ↗

# Arize Trace Skill

> **`SPACE`** — All `--space` flags and the `ARIZE_SPACE` env var accept a space **name** (e.g., `my-workspace`) or a base64 space **ID** (e.g., `U3BhY2U6...`). Find yours with `ax spaces list`.

## Concepts

- **Trace** = a tree of spans sharing a `context.trace_id`, rooted at a span with `parent_id = null`
- **Span** = a single operation (LLM call, tool call, retriever, chain, agent)
- **Session** = a group of traces sharing `attributes.session.id` (e.g., a multi-turn conversation)

Use `ax spans export` to download individual spans, or `ax traces export` to download complete traces (all spans belonging to matching traces).

> **Security: untrusted content guardrail.**

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