autoresearch

Autonomous Goal-directed Iteration. Apply Karpathy's autoresearch principles to ANY task. Loops autonomously — modify, verify, keep/discard, repeat. Supports bounded iteration via Iterations: N inline config.

autoresearch

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---
name: autoresearch
description: Autonomous Goal-directed Iteration. Apply Karpathy's autoresearch principles to ANY task. Loops autonomously — modify, verify, keep/discard, repeat. Supports bounded iteration via Iterations: N inline config.
version: 1.7.5
---

# Claude Autoresearch — Autonomous Goal-directed Iteration

Inspired by [Karpathy's autoresearch](https://github.com/karpathy/autoresearch). Applies constraint-driven autonomous iteration to ANY work — not just ML research.

**Core ide

How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/autoresearch.md \
  https://raw.githubusercontent.com/uditgoenka/autoresearch/main/.claude/skills/autoresearch/SKILL.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/uditgoenka/autoresearch

Then reference at .claude/skills/autoresearch/SKILL.md