---
title: "Web Debug Search - Air Market"
description: "You hit an error and the answer is probably already written down somewhere. This searches developer sites, question-and-answer sites, official docs and Chinese technical communities for that error, t…"
canonical: "https://airmarket.ai/app/web-debug-search"
---

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

Skill by [Yang Ruofeng](/@wanshuiyin)

# Web Debug Search

Find how other people already solved the error you are stuck on

## What this does

You hit an error and the answer is probably already written down somewhere. This searches developer sites, question-and-answer sites, official docs and Chinese technical communities for that error, that version clash, or that API question. Reach for it while you are debugging or poking around. It is not meant for sourcing citations.

### Top 3 things it does for you

- Search for an error message across developer sites
- Check whether two versions actually work together
- Find out how an API is meant to be called

## Information

**Web Debug Search at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Yang Ruofeng](/@wanshuiyin) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 15 KB |
| Licence | MIT |
| Repository | [wanshuiyin/auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/auto-claude-code-research-in-sleep/tree/21050f72b937ec52aae2552468282eb8be15300e/skills/web-debug-search) |
| GitHub stars | 15,082 (as of Nov 2026) |

## Security report

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

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

|  |  |
| --- | --- |
| Commit | 21050f72b937ec52aae2552468282eb8be15300e |
| Content hash | eadff4eb3ac54e10ab0427b84db1b3863424ceb24c3e23c0d3ac00933f09f457 |
| Files read | [Browse the files at this exact commit](https://github.com/wanshuiyin/auto-claude-code-research-in-sleep/blob/21050f72b937ec52aae2552468282eb8be15300e/skills/web-debug-search/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 Web Debug Search](/security/web-debug-search)

## About Web Debug Search

Points a search at the places developers actually write things down: GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources.

It is aimed at the questions that come up mid-task - software errors, compatibility problems, how an API is supposed to be used, and the real-world workarounds people settle on.

Meant for debugging and discovery. What it turns up is not treated as paper-citation evidence, so use it to get unstuck rather than to source a claim.

## What's inside

- SKILL.md - instructions

## Questions

### Is Web Debug Search safe to install?

AIR scanned this exact version of Web Debug Search and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 21050f72b937, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/web-debug-search.

### How do I install Web Debug Search?

Open https://airmarket.ai/app/web-debug-search 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/wanshuiyin/auto-claude-code-research-in-sleep/tree/21050f72b937ec52aae2552468282eb8be15300e/skills/web-debug-search. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Yang Ruofeng](/@wanshuiyin)

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