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autoresearch

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.

SKILL.md
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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

Repository

advaitpaliwal/feynman

Path

skills/autoresearch/SKILL.md

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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.