---
title: "Trace QA - Air Market"
description: "An agent run went sideways, or you simply cannot tell what it did. This reads the trace of that run and answers questions about it: where it failed, what steps it took, how the tokens were spent. Rea…"
canonical: "https://airmarket.ai/app/trace-qa"
---

[Air Market](/) / [Developer Tools](/category/devtools) / Trace QA

Skill by [dp-archive](/@dp-archive)

# Trace QA

Ask what happened in an agent run and get an answer

## What this does

An agent run went sideways, or you simply cannot tell what it did. This reads the trace of that run and answers questions about it: where it failed, what steps it took, how the tokens were spent. Reach for it when you have the record of a run and questions about it.

### Top 3 things it does for you

- Find out why an agent run failed
- Ask what an agent actually did
- Look at where the tokens went

## Information

**Trace QA at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [dp-archive](/@dp-archive) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 16 KB |
| Licence | Apache-2.0 |
| Repository | [dp-archive/archive](https://github.com/dp-archive/archive/tree/f8bf8cab697714b02956d2d363631e4ee9547927/seed_skills/trace-qa) |
| GitHub stars | 1,105 (as of Nov 2026) |
| Installs | 27, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Trace QA and flagged nothing. AIR's verdict: **safe**.

**What Trace QA's check was run against**

|  |  |
| --- | --- |
| Commit | f8bf8cab697714b02956d2d363631e4ee9547927 |
| Content hash | e71032e6dbd6924b17e5ad4fac57502951751ae6f4e98fe02329d8b817bdaff3 |
| Files read | [Browse the files at this exact commit](https://github.com/dp-archive/archive/blob/f8bf8cab697714b02956d2d363631e4ee9547927/seed_skills/trace-qa/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Trace QA](/security/trace-qa)

## About Trace QA

This analyzes agent execution traces and answers questions about them.

It fits when you want to debug a failed agent run, understand what an agent did, look at token usage and efficiency, or simply ask what happened in a particular trace.

## What's inside

- SKILL.md - instructions
- scripts/fetch_trace.py - script

## Questions

### Is Trace QA safe to install?

AIR scanned this exact version of Trace QA and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit f8bf8cab6977, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/trace-qa.

### How do I install Trace QA?

Open https://airmarket.ai/app/trace-qa on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/dp-archive/archive/tree/f8bf8cab697714b02956d2d363631e4ee9547927/seed_skills/trace-qa. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by dp-archive](/@dp-archive)

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Canonical URL: <https://airmarket.ai/app/trace-qa>