Agent Skills
› Companion-Inc/feynman
› autoresearch
autoresearch
GitHub自动化研究实验循环，通过假设验证、基准测试和迭代优化来提升模型或检索性能，记录成功与失败案例。
Trigger Scenarios
优化研究指标
运行实验循环
迭代改进模型/检索/评估性能
基准测试研究假设
Install
npx skills add Companion-Inc/feynman --skill autoresearch -g -y
SKILL.md
Frontmatter
{
"name": "autoresearch",
"description": "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
Version History
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9ac3955
Current 2026-09-28 01:37
移除对不存在工具的引用，更新命令列表以匹配当前可用工具。
- 54d08a3 2026-07-25 07:14
