Feynman autoresearch

Autonomous experiment loop that tries ideas, measures results, keeps what works, and discards what doesn't. Use when the user asks to optimize a metric, run an experiment loop, improve performance iteratively, or automate benchmarking.

install

source · Clone the upstream repo

git clone https://github.com/getcompanion-ai/feynman

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/getcompanion-ai/feynman "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/autoresearch" ~/.claude/skills/getcompanion-ai-feynman-autoresearch && rm -rf "$T"

manifest: skills/autoresearch/SKILL.md

source content

Autoresearch

Run the

/autoresearch

workflow. The slash command expands the full workflow instructions in the active session; do not try to read a relative prompt-template path from the installed skill directory.

Tools used:

init_experiment

run_experiment

log_experiment

(from pi-autoresearch)

Session files:

autoresearch.md

autoresearch.sh

autoresearch.jsonl