---
title: "Hope Debug - Air Market"
description: "Something is failing - a crash, a regression, output that is wrong, a test that only sometimes passes. This works the problem properly: reproduce it or pin down its shape, line up explanations that c…"
canonical: "https://airmarket.ai/app/ha-debug"
---

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

Skill by [文](/@shiwenwen)

# Hope Debug

Chase down a failure to its smallest real cause

## What this does

Something is failing - a crash, a regression, output that is wrong, a test that only sometimes passes. This works the problem properly: reproduce it or pin down its shape, line up explanations that can be tested and ruled out, fix the smallest thing that is actually at fault, then show the failing path now works. Reach for it instead of guessing at patches.

### Top 3 things it does for you

- Track down why something crashes
- Get to the bottom of a flaky test
- Find what a regression actually broke

## Information

**Hope Debug at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [文](/@shiwenwen) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 3 KB |
| Licence | MIT |
| Repository | [shiwenwen/hope-agent](https://github.com/shiwenwen/hope-agent/tree/26f43a3ae85679c8c746e2e9f9cdfbaba3ec8e30/skills/ha-debug) |
| GitHub stars | 1,480 (as of Nov 2026) |

## Security report

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

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

|  |  |
| --- | --- |
| Commit | 26f43a3ae85679c8c746e2e9f9cdfbaba3ec8e30 |
| Content hash | 3015d4457228bcf171ed3cea5166c8ea999062ef7f45499da72fca4cd8b07105 |
| Files read | [Browse the files at this exact commit](https://github.com/shiwenwen/hope-agent/blob/26f43a3ae85679c8c746e2e9f9cdfbaba3ec8e30/skills/ha-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 Hope Debug](/security/ha-debug)

## About Hope Debug

This is for code that is failing: crashes, regressions, flaky behavior, and output that is simply wrong.

It works in order - reproduce the failure or characterize it, rank hypotheses that can actually be falsified, then fix the smallest root cause rather than the nearest symptom.

The last step is proving the failing path, so the fix is demonstrated on the thing that was broken.

## What's inside

- SKILL.md - instructions

## Questions

### Is Hope Debug safe to install?

AIR scanned this exact version of Hope Debug and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 26f43a3ae856, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/ha-debug.

### How do I install Hope Debug?

Open https://airmarket.ai/app/ha-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/shiwenwen/hope-agent/tree/26f43a3ae85679c8c746e2e9f9cdfbaba3ec8e30/skills/ha-debug. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by 文](/@shiwenwen)

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