paramjani21/feynman/autoresearch
- community
Checking that the SKILL.md file is still in the repository.
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.
Install
npx vskill@latest install paramjani21/feynman/autoresearchSKILL.md
The same SKILL.md was published earlier as companion-inc/feynman/autoresearch.
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.
Optional tools used when visible: init_experiment, run_experiment, log_experiment. Without those tools, run the benchmark through the available shell/tooling and record benchmark result, evidence, and decision in the session files.
Session files: autoresearch.md, autoresearch.sh, autoresearch.jsonl
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/autoresearch/SKILL.md
Popularity
- 7-day trend score
- 5
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Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
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[](https://verified-skill.com/skills/paramjani21/feynman/autoresearch)