---
title: "Debug - Air Market"
description: "Something is behaving in a way you can't explain and poking at it isn't working. This runs a structured debugging session: reproduce it, narrow down where it lives, work out why, and fix it. Reach fo…"
canonical: "https://airmarket.ai/app/debug"
---

[Air Market](/) / [Developer Tools](/category/devtools) / Debug

Skill by [Anthropic](/@anthropics)

# Debug

Work through a bug when the cause isn't obvious

## What this does

Something is behaving in a way you can't explain and poking at it isn't working. This runs a structured debugging session: reproduce it, narrow down where it lives, work out why, and fix it. Reach for it when you have an error message, or when it works one place and not another.

### Top 3 things it does for you

- Track down why something broke after a deploy
- Work out why it runs in staging but not prod
- Start from a stack trace and get to a fix

## Information

**Debug at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Anthropic](/@anthropics) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 4 KB |
| Licence | Apache-2.0 |
| Repository | [anthropics/knowledge-work-plugins](https://github.com/anthropics/knowledge-work-plugins/tree/9789ea78ad66e395a9c709146cacecdc14ce2abf/engineering/skills/debug) |
| GitHub stars | 23,642 (as of Nov 2026) |

## Security report

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

**What Debug's check was run against**

|  |  |
| --- | --- |
| Commit | 9789ea78ad66e395a9c709146cacecdc14ce2abf |
| Content hash | ea91df56278652fb4be51aab20d01d5d1e3dd45a8728fcf579499ae80f94263b |
| Files read | [Browse the files at this exact commit](https://github.com/anthropics/knowledge-work-plugins/blob/9789ea78ad66e395a9c709146cacecdc14ce2abf/engineering/skills/debug/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 Debug](/security/debug)

## About Debug

A structured debugging session that moves through reproduce, isolate, diagnose, and fix.

Trigger it with an error message or stack trace, with 'this works in staging but not prod', with 'something broke after the deploy', or whenever behavior diverges from what you expected and the cause isn't obvious.

## What's inside

- SKILL.md - instructions

## Questions

### Is Debug safe to install?

AIR scanned this exact version of Debug and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 9789ea78ad66, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/debug.

### How do I install Debug?

Open https://airmarket.ai/app/debug 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/anthropics/knowledge-work-plugins/tree/9789ea78ad66e395a9c709146cacecdc14ce2abf/engineering/skills/debug. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Anthropic](/@anthropics)

---

Canonical URL: <https://airmarket.ai/app/debug>