# darwin-skill

像训练模型一样优化你的 Agent Skills。 受 Andrej Karpathy 的 autoresearch 启发，将自主实验循环从模型训练搬到 Skill 优化领域。一个只能向前转的棘轮。 🤝 微软研究院把达尔文列进了 SkillOpt 的官方集成名单。 2026-06-03，微软在 SkillOpt 仓库 的更新里写道： 「gbrain, gbrain-evals, and darwin-skill have all integrated SkillOpt.」 我们吸收了它的

- Tier: Indexed (plain plugin)
- Category: Automation
- Page: https://www.flowy.sh/listings/alchaincyf-darwin-skill
- Source: https://github.com/alchaincyf/darwin-skill
- Price: free and open source

## Summary
darwin-skill is a Claude Code plugin with 1 hand-picked skill for automation work, indexed on Flowy. Install it with the command on its page. It includes darwin-skill. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

## Install (Claude Code)
```
npx -y skills add alchaincyf/darwin-skill --agent claude-code
```

## Skills
- darwin-skill

## FAQ

### What is darwin-skill?
像训练模型一样优化你的 Agent Skills。 受 Andrej Karpathy 的 autoresearch 启发，将自主实验循环从模型训练搬到 Skill 优化领域。一个只能向前转的棘轮。 🤝 微软研究院把达尔文列进了 SkillOpt 的官方集成名单。 2026-06-03，微软在 SkillOpt 仓库 的更新里写道： 「gbrain, gbrain-evals, and darwin-skill have all integrated SkillOpt.」 我们吸收了它的

### How do I install darwin-skill?
Run these in Claude Code: npx -y skills add alchaincyf/darwin-skill --agent claude-code. Then prompt normally.

### Does darwin-skill auto-invoke its skills?
Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

### Is darwin-skill free?
Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.