npx skills add https://github.com/alirezarezvani/claude-skills --skill run运行恰好一次实验迭代:回顾历史、决定变更、编辑、提交、评估。
/ar:run engineering/api-speed # 运行一次迭代
/ar:run # 列出实验,让用户选择
如果未指定实验,则运行 python {skill_path}/scripts/setup_experiment.py --list 并让用户选择。
# 读取实验配置
cat .autoresearch/{domain}/{name}/config.cfg
# 读取策略和约束
cat .autoresearch/{domain}/{name}/program.md
# 读取实验历史
cat .autoresearch/{domain}/{name}/results.tsv
# 检出实验分支
git checkout autoresearch/{domain}/{name}
回顾 results.tsv:
策略升级:
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仅编辑 config.cfg 中指定的目标文件。只改变一件事。保持简单。
git add {target}
git commit -m "experiment: {对所更改内容的简短描述}"
python {skill_path}/scripts/run_experiment.py \
--experiment {domain}/{name} --single
读取脚本输出。告知用户:
每完成 10 次实验后(检查 results.tsv 的行数),根据学到的模式更新 program.md 中的策略部分。
每周安装量
153
仓库
GitHub 星标数
6.5K
首次出现
11 天前
安全审计
安装于
codex148
gemini-cli147
kimi-cli146
amp146
github-copilot146
opencode146
Run exactly ONE experiment iteration: review history, decide a change, edit, commit, evaluate.
/ar:run engineering/api-speed # Run one iteration
/ar:run # List experiments, let user pick
If no experiment specified, run python {skill_path}/scripts/setup_experiment.py --list and ask the user to pick.
# Read experiment config
cat .autoresearch/{domain}/{name}/config.cfg
# Read strategy and constraints
cat .autoresearch/{domain}/{name}/program.md
# Read experiment history
cat .autoresearch/{domain}/{name}/results.tsv
# Checkout the experiment branch
git checkout autoresearch/{domain}/{name}
Review results.tsv:
Strategy escalation:
Edit only the target file specified in config.cfg. Change one thing. Keep it simple.
git add {target}
git commit -m "experiment: {short description of what changed}"
python {skill_path}/scripts/run_experiment.py \
--experiment {domain}/{name} --single
Read the script output. Tell the user:
After every 10th experiment (check results.tsv line count), update the Strategy section of program.md with patterns learned.
Weekly Installs
153
Repository
GitHub Stars
6.5K
First Seen
11 days ago
Security Audits
Gen Agent Trust HubWarnSocketPassSnykPass
Installed on
codex148
gemini-cli147
kimi-cli146
amp146
github-copilot146
opencode146
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