---
title: "Skill Improvement Methodology - Air Market"
description: "You wrote a Claude Code skill and it is not quite up to standard. This runs review-and-fix rounds on it, repeating until the issues are gone. Reach for it when you want the whole loop handled; if you…"
canonical: "https://airmarket.ai/app/skill-improver"
---

[Air Market](/) / [Developer Tools](/category/devtools) / Skill Improvement Methodology

Skill by [Trail of Bits](/@trailofbits)

# Skill Improvement Methodology

Keep fixing a skill until it stops coming back with problems

## What this does

You wrote a Claude Code skill and it is not quite up to standard. This runs review-and-fix rounds on it, repeating until the issues are gone. Reach for it when you want the whole loop handled; if you only want one look at it, use the reviewer directly instead.

### Top 3 things it does for you

- Fix the quality issues in my skill
- Run review and fix cycles until it passes
- Sharpen a skill's description

## Information

**Skill Improvement Methodology at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Trail of Bits](/@trailofbits) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 10 KB |
| Licence | CC-BY-SA-4.0 |
| Repository | [trailofbits/skills](https://github.com/trailofbits/skills/tree/4db88ee79db0a68bbe049fe827e272ee2bc19510/plugins/skill-improver/skills/skill-improver) |
| GitHub stars | 6,823 (as of Nov 2026) |
| Installs | 5,418, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Skill Improvement Methodology and flagged nothing. AIR's verdict: **safe**.

**What Skill Improvement Methodology's check was run against**

|  |  |
| --- | --- |
| Commit | 4db88ee79db0a68bbe049fe827e272ee2bc19510 |
| Content hash | f0aa474e297384a1fe4699c8cf1d1e8e60d48a8207c7411c77e27abd054ed07d |
| Files read | [Browse the files at this exact commit](https://github.com/trailofbits/skills/blob/4db88ee79db0a68bbe049fe827e272ee2bc19510/plugins/skill-improver/skills/skill-improver/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 Skill Improvement Methodology](/security/skill-improver)

## About Skill Improvement Methodology

This reviews a Claude Code skill and fixes its quality issues, repeating the cycle until the skill meets standards. It runs automated fix-review rounds using the skill-reviewer agent.

Use it to fix skill quality issues, improve a skill's description, or iteratively refine a skill. It is not meant for a one-time review - for that, go to the reviewer directly.

## What's inside

- SKILL.md - instructions
- agents/openai.yaml - data
- assets/trail-of-bits-mark.svg - template

## Questions

### Is Skill Improvement Methodology safe to install?

AIR scanned this exact version of Skill Improvement Methodology and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 4db88ee79db0, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/skill-improver.

### How do I install Skill Improvement Methodology?

Open https://airmarket.ai/app/skill-improver 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/trailofbits/skills/tree/4db88ee79db0a68bbe049fe827e272ee2bc19510/plugins/skill-improver/skills/skill-improver. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Trail of Bits](/@trailofbits)

---

Canonical URL: <https://airmarket.ai/app/skill-improver>