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📊 公开数据一览
| 📦 榜单安装量 | 9.8K |
| ⭐ GitHub Stars | 472(fork 17236) |
| 🗓️ 最近推送 | 2026-07-26 |
| 🌱 项目创建 | 2026-02-03 |
| 💻 语言 / License | Shell · MIT |
| 🐛 开放Issue | 2 |
📝 工具简介
RigorPilot技能,面向深度学习实验的AI研究探索,保证可复现性。
📖 怎么用
安装的话,直接用 `claude plugins install mattpocock-skills` 或者 `/plugin install mattpocock-skills`,也可以用 `npx skills@latest add mattpocock/skills`。装完不用额外配置,它本身就是给真实工程用的,不是 vibe coding 那种。开始用的时候,直接让 AI 帮你 setup pre-commit 就行,它会基于你项目情况来搞。README 没写具体初始化步骤,反正装完就能用,想改就自己 hack 一下,做成你自己的版本。
📋 迷你测评
RigorPilot技能,面向深度学习实验的AI研究探索,主打可复现性。安装量9.8K,⭐472,最近更新07-26,适合实验场景。
📄 README 要点
这是一套给AI编程代理用的技能包,作者分享自己日常做真实工程时用的技能,强调不是“瞎写代码”。它不像GSD、BMAD那些框架那样接管整个流程,而是做成小巧、易改、可组合的技能,任何模型都能用。安装有两种方式:一是通过Claude Code插件装成只读的托管包,作者更新你就跟着更新;二是用skills.sh把可编辑的技能文件复制到你本地,方便自己改。作者建议你随便折腾,改成适合自己的。想跟进新技能可以订阅他的通讯。适合那些觉得现有AI开发流程太死板、想保留控制权的开发者。
查看英文原文
Skills For Real Engineers My agent skills that I use every day to do real engineering not vibe coding. Developing real applications is hard. Approaches like GSD, BMAD, and Spec Kit try to help by owning the process. But while doing so, they take away your control and make bugs in the process hard to resolve. These skills are designed to be small, easy to adapt, and composable. They work with any model. They're based on decades of engineering experience. Hack around with them. Make them your own. Enjoy. If you want to keep up with changes to these skills, and any new ones I create, you can join 60,000 other devs on my newsletter: Sign Up To The Newsletter Installation (30 second setup) Two ways in, two philosophies. The Claude Code plugin installs the whole set as a managed, read only bundle that updates when I ship — you subscribe rather than fork. skills.sh copies editable skill files into your project, so you can hack on them and make them your own. Pick one — installing both leaves you with every skill twice. 1. Get the skills Claude Code [安装/使用命令见下方] Or, from inside a session: [安装/使用命令见下方] It's in Claude Code's official marketplace, so there's nothing to add first, and updates arrive automatically. Codex, and other agents [安装/使用命令见下方] Pick the skills you want, and which coding agents to install them on. The installer lets you choose which skills to take — make sure setup matt pocock skills is one of them. A native Codex plugin is on the roadmap — see .agents/adr/0002 ship as a claude code plugin.md . For tinkerers Use the same installer, on any agent — including Claude Code: [安装/使用命令见下方] It writes the skills into your repo as ordinary files you own and can edit. Nothing updates behind your back; pull my latest changes when you want them with npx skills update . 2. Run /setup matt pocock skills In your agent, run it once per repo. It will: Ask you which issue tracker you want to use (GitHub, Linear, or local files) Ask you what labels you apply to tickets when yo
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