autoresearch
Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
- 6.7k stars
- 488 forks
- 9 open issues
- Language: Shell
- License: MIT
- updated
Install
git clone https://github.com/uditgoenka/autoresearch- Clone the repository.
- Follow the README for installation and usage instructions.
Editor's note
Autoresearch is a Claude Code skill that implements autonomous, goal-directed iteration by running a continuous Modify-Verify-Keep/Discard loop across any measurable domain, from ML model tuning to DevOps pipelines. Installed as a set of slash commands, it exposes 13 distinct commands including `/autoresearch:plan`, `/autoresearch:loop`, `/autoresearch:debug`, `/autoresearch:security`, and `/autoresearch:evals`, each backed by a self-contained command file of 94 to 120 lines. The skill integrates directly with Claude Code and also supports OpenCode and OpenAI Codex. On each iteration, Claude reads context, makes one focused change, commits via git, runs mechanical verification, and automatically reverts the commit if the metric regresses, with all results logged in TSV format. A notable architectural detail is the v2.1.0 rebuild that replaced an 813-line monolithic SKILL.md with a 41-line router, cutting token consumption by roughly 95 percent per invocation. Developers, ML engineers, and technical teams who want unattended overnight improvement cycles against a defined numeric metric are the primary audience.
Tools overview
What people ask about autoresearch
What is uditgoenka/autoresearch?
uditgoenka/autoresearch is tools for the Claude AI ecosystem. Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever. It has 6.7k GitHub stars and its last recorded update is dated 2026-08-12.
How do I install autoresearch?
You can install autoresearch by cloning the repository (https://github.com/uditgoenka/autoresearch) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is uditgoenka/autoresearch safe to use?
Our security agent has analyzed uditgoenka/autoresearch and assigned a Trust Score of 92/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains uditgoenka/autoresearch?
uditgoenka/autoresearch is maintained by uditgoenka. The last recorded GitHub activity is dated 2026-08-12, with 9 open issues.
Are there alternatives to autoresearch?
Yes. On ClaudeWave you can browse similar tools at /categories/tools, sorted by popularity or recent activity.