---
title: "GitHub Deep Review - Air Market"
description: "You have a pile of bug reports and pull requests on GitHub and no idea which ones still matter. This reads the code first, then tells you whether a report is stale or real and which fix looks like th…"
canonical: "https://airmarket.ai/app/github-deep-review"
---

[Air Market](/) / [Developer Tools](/category/devtools) / GitHub Deep Review

Skill by [Peter Steinberger](/@steipete)

# GitHub Deep Review

Look at what the code actually does before judging a report

## What this does

You have a pile of bug reports and pull requests on GitHub and no idea which ones still matter. This reads the code first, then tells you whether a report is stale or real and which fix looks like the right one. Reach for it when a queue has gone unread long enough that you no longer trust the titles.

### Top 3 things it does for you

- Work out whether a bug report is still real
- Read the code behind a pull request
- Decide which fix is the right one

## Information

**GitHub Deep Review at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Peter Steinberger](/@steipete) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 6 KB |
| Licence | MIT |
| Repository | [steipete/agent-scripts](https://github.com/steipete/agent-scripts/tree/5f53bd299d9b3d300ac75b57cafb4009a81c6c4d/skills/github-deep-review) |
| GitHub stars | 6,562 (as of Nov 2026) |
| Installs | 219, counted by skills.sh (Nov 2026) |

## Security report

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

**What GitHub Deep Review's check was run against**

|  |  |
| --- | --- |
| Commit | 5f53bd299d9b3d300ac75b57cafb4009a81c6c4d |
| Content hash | 1cf9ff39129f892a8467d0282042ee4fe8db89d3f79633151dbec32b6192590b |
| Files read | [Browse the files at this exact commit](https://github.com/steipete/agent-scripts/blob/5f53bd299d9b3d300ac75b57cafb4009a81c6c4d/skills/github-deep-review/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 GitHub Deep Review](/security/github-deep-review)

## About GitHub Deep Review

A deep review pass over GitHub bugs and pull requests. It reads the code before forming an opinion, rather than taking the report at its word.

The questions it answers are whether a report is stale or still real, and which fix is the best one to take.

## What's inside

- SKILL.md - instructions
- agents/openai.yaml - data

## Questions

### Is GitHub Deep Review safe to install?

AIR scanned this exact version of GitHub Deep Review and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 5f53bd299d9b, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/github-deep-review.

### How do I install GitHub Deep Review?

Open https://airmarket.ai/app/github-deep-review 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/steipete/agent-scripts/tree/5f53bd299d9b3d300ac75b57cafb4009a81c6c4d/skills/github-deep-review. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Peter Steinberger](/@steipete)

---

Canonical URL: <https://airmarket.ai/app/github-deep-review>