proyecto26/autoresearch-ai-plugin

9 stars · Last commit 2026-04-07

AI Agent plugin for Autoresearch with AI (Claude, OpenClaw, etc) to improve anything!

README preview

# Autoresearch AI Plugin

> **Autonomous Experiment Loops for Claude Code — Let AI optimize while you sleep**

<img src="https://github.com/proyecto26/sherlock-ai-plugin/blob/main/images/claude-mascot-jumping-animated.svg" width="150">

Edit code → commit → run benchmark → measure metric → keep improvement or revert → **repeat forever**.

Works for **any optimization target**: LLM training loss, test speed, bundle size, build time, Lighthouse scores, and more.

Inspired by [Karpathy's autoresearch](https://github.com/karpathy/autoresearch), [pi-autoresearch](https://github.com/davebcn87/pi-autoresearch), and [litesearch](https://github.com/jlippp/litesearch).

## Skills

This plugin provides two skills that work together. **Autoresearch** is the core engine (works for any metric), and **Autoresearch ML** extends it with GPU-specific templates for LLM training.

### 1. Autoresearch (The Optimizer)

*Domain-agnostic autonomous experiment loop.*

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