---
title: "Debugging Strategies - Air Market"
description: "Something is broken or slow and you have been poking at it without getting closer. This gives you a systematic way to hunt it down - how to narrow the search, what profiling tools to reach for, and h…"
canonical: "https://airmarket.ai/app/debugging-strategies"
---

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

Skill by [Seth Hobson](/@wshobson)

# Debugging Strategies

Find the actual cause instead of guessing at it

## What this does

Something is broken or slow and you have been poking at it without getting closer. This gives you a systematic way to hunt it down - how to narrow the search, what profiling tools to reach for, and how to get to the real cause rather than a symptom. It is not tied to one language or stack.

### Top 3 things it does for you

- Track down a bug methodically
- Figure out why something is slow
- Get to the root cause of odd behavior

## Information

**Debugging Strategies at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Seth Hobson](/@wshobson) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 12 KB |
| Licence | MIT |
| Repository | [wshobson/agents](https://github.com/wshobson/agents/tree/ece811f23310a37ceb43496dbac0e244fe6845b6/plugins/developer-essentials/skills/debugging-strategies) |
| GitHub stars | 39,077 (as of Nov 2026) |
| Installs | 13,929, counted by skills.sh (Nov 2026) |

## Security report

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

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

|  |  |
| --- | --- |
| Commit | ece811f23310a37ceb43496dbac0e244fe6845b6 |
| Content hash | 15149636bce08179351cdbd7727baa76fd58cb525471073fbc314ccca4769f14 |
| Files read | [Browse the files at this exact commit](https://github.com/wshobson/agents/blob/ece811f23310a37ceb43496dbac0e244fe6845b6/plugins/developer-essentials/skills/debugging-strategies/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 Strategies](/security/debugging-strategies)

## About Debugging Strategies

This covers systematic debugging: techniques for narrowing down a problem, profiling tools, and root cause analysis, applied across any codebase or technology stack rather than one particular one.

Use it when you are investigating a bug, chasing a performance problem, or trying to explain behavior you did not expect.

## What's inside

- SKILL.md - instructions

## Questions

### Is Debugging Strategies safe to install?

AIR scanned this exact version of Debugging Strategies and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit ece811f23310, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/debugging-strategies.

### How do I install Debugging Strategies?

Open https://airmarket.ai/app/debugging-strategies 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/wshobson/agents/tree/ece811f23310a37ceb43496dbac0e244fe6845b6/plugins/developer-essentials/skills/debugging-strategies. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Seth Hobson](/@wshobson)

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