{"repo":"rmarji/autoresearch-openclaw","free":true,"listed":false,"github":"https://github.com/rmarji/autoresearch-openclaw","clone":"git clone https://github.com/rmarji/autoresearch-openclaw.git","description":"Karpathy's autoresearch loop for non-ML domains: outreach, prediction markets, prompts","language":"JavaScript","stars":29,"topics":["agent","ai","automation","autonomous-agents","cli","karpathy","llm","openai","research-automation"],"license":"MIT","category":"ai-agents","readme_excerpt":"AutoResearch OpenClaw Autonomous optimization loop for any text asset with a scalar metric. Inspired by Karpathy's autoresearch. Packaged for OpenClaw. ⭐ If this saves you time, a star helps others find it. What It Does Give AutoResearch a file and a metric command: It runs a loop: 1. Read your current file 2. Agent proposes ONE targeted change 3. Measure the metric after applying it 4. Keep if improved, revert if worse 5. Repeat until budget exhausted Wake up to a report showing which experiments worked, what changed, and the best version found. Quick Start 1. Install 2. Initialize workspace Creates /.autoresearch/config.json and prints your dashboard. 3. Try the demo Optimizes a sample cold outreach template (no setup required). 4. Run on your own file How It Works The AI agent receives: - The current file content - Optimization instructions (domain-specific) - History of previous iterations (to avoid retry loops) The agent must propose exactly ONE change with a clear hypothesis. Commands Bundled Skills prompt-optimizer Optimize system prompts against evaluation scores. outreach-optimizer Optimize cold email templates for reply rates. content-optimizer Optimize blog posts and landing copy. config-tuner Tune YAML/JSON config files against benchmarks. prediction-optimizer Optimize prediction market strategies. Config Located at /.autoresearch/config.json : Results Each session creates: - results.tsv — Experiment log: iteration, before/after metrics, kept/reverted, change desc","default_branch":null,"files":null,"tree":[],"storefront":"/r/rmarji","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rmarji/autoresearch-openclaw/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}