ABOUTME: Skill definition for autonomous prompt optimization via eval loop

ABOUTME: Karpathy autoresearch pattern applied to LLM prompt engineering

Autoresearch Prompt

Autonomous prompt optimization using Karpathy's autoresearch pattern. An agent edits prompt.md, runs eval against labeled examples, keeps improvements, reverts regressions.

Quick start

cd skills/autoresearch-prompt

# Install
uv sync

# Run evaluation (needs ANTHROPIC_API_KEY)
uv run -- autoresearch-prompt evaluate