Skills

Autoresearch

Bounded research experiment loop that tries hypotheses, measures benchmark evidence...

Install

npx skills add Companion-Inc/feynman --skill autoresearch -g -a claude-code -y
Repository
Companion-Inc/feynman10.1k
Category
Writing
Updated
4d ago
License
MIT
Context cost
Lightabout 104 tokens
Runs scripts
No, instructions only

What it does

Bounded research experiment loop that tries hypotheses, measures benchmark evidence, keeps what works, and records what fails. Use when the user asks to optimize a research metric, run an experiment loop, improve model/retrieval/evaluation performance iteratively, or benchmark a research hypothesis.

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.

Run the benchmark through the shell and record each result, its evidence, and the keep/revert decision in the session files.

Session files: autoresearch.md, autoresearch.sh, autoresearch.jsonl

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