Parallel evolution pipeline for Karpathy's autoresearch on SageMaker Spot Training (H100). 10x faster with HUGI pattern.
2 files for Claude Code: contribute, serverless-autoresearch CLAUDE.md — 1,145 tokens loaded in every session.
CLAUDE.md A 1,145 tok .claude/commands/contribute.md A — These files are roboco-io/serverless-autoresearch's own configuration — they tell Claude Code how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.