---
title: "Skill Evolver - Air Market"
description: "A skill of yours is running, and sometimes it does the wrong thing. If you have the trace files from those runs, this reads them, points out where things went wrong, and updates the skill based on wh…"
canonical: "https://airmarket.ai/app/skill-evolver"
---

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

Skill by [dp-archive](/@dp-archive)

# Skill Evolver

Turn records of past runs into a better-behaving skill

## What this does

A skill of yours is running, and sometimes it does the wrong thing. If you have the trace files from those runs, this reads them, points out where things went wrong, and updates the skill based on what really happened rather than guesswork.

### Top 3 things it does for you

- Find out why a skill keeps going wrong
- Review the logs from a skill's runs
- Improve a skill from what actually happened

## Information

**Skill Evolver at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [dp-archive](/@dp-archive) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 40 KB |
| Licence | Apache-2.0 |
| Repository | [dp-archive/archive](https://github.com/dp-archive/archive/tree/f8bf8cab697714b02956d2d363631e4ee9547927/seed_skills/skill-evolver) |
| GitHub stars | 1,105 (as of Nov 2026) |
| Installs | 43, counted by skills.sh (Nov 2026) |

## Security report

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

**What Skill Evolver's check was run against**

|  |  |
| --- | --- |
| Commit | f8bf8cab697714b02956d2d363631e4ee9547927 |
| Content hash | 72f2191cbc98676d40c5cde10b073fb70cae950eb4cc0dab5d777f37318666b1 |
| Files read | [Browse the files at this exact commit](https://github.com/dp-archive/archive/blob/f8bf8cab697714b02956d2d363631e4ee9547927/seed_skills/skill-evolver/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 Evolver](/security/skill-evolver)

## About Skill Evolver

This works from skill execution traces. You provide the trace files from actual skill runs, and it goes through them to identify issues.

From there it can improve the skill itself, using the real execution data as the basis for the change rather than an assumption about what went wrong.

Reach for it when you want to analyze traces, find issues in them, or evolve a skill based on its execution history.

## What's inside

- SKILL.md - instructions
- references/issue-patterns.md - reference
- scripts/analyze_traces.py - script
- scripts/extract_issue_context.py - script
- skill-evolver.skill

## Questions

### Is Skill Evolver safe to install?

AIR scanned this exact version of Skill Evolver and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit f8bf8cab6977, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/skill-evolver.

### How do I install Skill Evolver?

Open https://airmarket.ai/app/skill-evolver 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/dp-archive/archive/tree/f8bf8cab697714b02956d2d363631e4ee9547927/seed_skills/skill-evolver. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by dp-archive](/@dp-archive)

---

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