# Claude Autoresearch (plugin)

> Plugin that improves a skill in measured cycles, with a metric and Git rollback

- Category: Agent skills (`skills`)
- Tags: `free`, `open-source`, `claude-code`
- Official: https://github.com/uditgoenka/autoresearch
- Wunderlust: https://wunderlust.xyz/r/claude-autoresearch-plugin
- Image: https://wunderlust.xyz/media/claude-autoresearch-plugin-poster.jpg
- Video preview: https://wunderlust.xyz/media/claude-autoresearch-plugin.webm
- Added: 2026-11-05

## What it is

Claude plugin inspired by Karpathy's Autoresearch. It changes the target, evaluates a metric, runs a regression guard and keeps or reverts the change through Git.

## What it’s for

For improving a skill iteratively and measurably, instead of editing by intuition.

## Benefits

- Makes one reversible change at a time
- Uses a metric and a regression guard
- Logs results in TSV

## Caveats

- Description based only on third-party accounts
- Not an official Claude product and does not guarantee automatic improvement
- The specific plugin was not identified by URL

## Similar on Wunderlust

- [Autoresearch (Karpathy)](https://wunderlust.xyz/r/autoresearch.md): Karpathy's loop where an agent edits training, measures, and keeps or discards
- [Frontend Design](https://wunderlust.xyz/r/frontend-design.md): Anthropic skill that improves the visual direction of interfaces generated by Claude Code
- [I Have ADHD](https://wunderlust.xyz/r/i-have-adhd.md): A skill that makes the agent answer briefly, next action first
- [Anthropic Skills](https://wunderlust.xyz/r/anthropic-skills.md): Anthropic's official repository of example skills for Claude
- [Android Skills](https://wunderlust.xyz/r/android-skills.md): Google's skills for coding agents working on Android projects
- [GSAP Skills](https://wunderlust.xyz/r/gsap-skills.md): GSAP's official skills for agents to generate correct animation code