---
title: "Debugging Wizard - Air Market"
description: "Something broke and you have an error, a stack trace, and a pile of logs that do not obviously connect. This works through them in order, forming and testing ideas until the real cause turns up. Reac…"
canonical: "https://airmarket.ai/app/debugging-wizard"
---

[Air Market](/) / [Developer Tools](/category/devtools) / Debugging Wizard

Skill by [Jeffallan](/@jeffallan)

# Debugging Wizard

Work backwards from the error to the thing that caused it

## What this does

Something broke and you have an error, a stack trace, and a pile of logs that do not obviously connect. This works through them in order, forming and testing ideas until the real cause turns up. Reach for it when the bug is not where the error says it is.

### Top 3 things it does for you

- Make sense of an error message
- Trace a stack trace back to the cause
- Correlate logs to find where it failed

## Information

**Debugging Wizard at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Jeffallan](/@jeffallan) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.1.0 |
| Size | 29 KB |
| Licence | MIT |
| Repository | [Jeffallan/claude-skills](https://github.com/Jeffallan/claude-skills/tree/5e8b6b8ff4007414f91f980771047b6136600c34/skills/debugging-wizard) |
| GitHub stars | 11,146 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Debugging Wizard and recorded 0 findings and 3 flagged items. AIR's verdict: **safe**.

**What Debugging Wizard's check was run against**

|  |  |
| --- | --- |
| Commit | 5e8b6b8ff4007414f91f980771047b6136600c34 |
| Content hash | 21ef8364d216046bf1c63f57de68542a1076ddbc392f2b96bc8dcc4f66e2be4a |
| Files read | [Browse the files at this exact commit](https://github.com/Jeffallan/claude-skills/blob/5e8b6b8ff4007414f91f980771047b6136600c34/skills/debugging-wizard/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 Debugging Wizard](/security/debugging-wizard)

## About Debugging Wizard

This parses error messages, traces execution flow through stack traces, and correlates log entries to identify where a failure actually happened.

It applies a systematic, hypothesis-driven approach to isolating and resolving bugs - useful for investigating errors, troubleshooting crashes, log analysis, and root cause analysis.

## What's inside

- SKILL.md - instructions
- references/common-patterns.md - reference
- references/debugging-tools.md - reference
- references/quick-fixes.md - reference
- references/strategies.md - reference
- references/systematic-debugging.md - reference

## Questions

### Is Debugging Wizard safe to install?

AIR scanned this exact version of Debugging Wizard and recorded 0 findings and 3 flagged items. AIR's verdict: safe. The verdict is named by the content that was read, at commit 5e8b6b8ff400, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/debugging-wizard.

### How do I install Debugging Wizard?

Open https://airmarket.ai/app/debugging-wizard 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/Jeffallan/claude-skills/tree/5e8b6b8ff4007414f91f980771047b6136600c34/skills/debugging-wizard. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Jeffallan](/@jeffallan)

---

Canonical URL: <https://airmarket.ai/app/debugging-wizard>