awesome-human-distillation
agent
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- No license — Repository has no license file
- Description — Repository has a description
- Active repo — Last push 0 days ago
- Community trust — 34 GitHub stars
Code Gecti
- Code scan — Scanned 6 files during light audit, no dangerous patterns found
Permissions Gecti
- Permissions — No dangerous permissions requested
Purpose
This project is a curated catalog of AI agent skills designed for "human distillation" — the concept of transforming a real person's communication style and behavior into an AI prompt or agent skill. It serves as a creative directory listing various community-made tools rather than functioning as a standalone executable software.
Security Assessment
Overall Risk: Low. The codebase scan analyzed 6 files and found no dangerous patterns, hardcoded secrets, or requests for dangerous system permissions. Because it functions primarily as an awesome-list repository linking to other projects, it does not inherently execute shell commands, make external network requests, or access sensitive local data. However, users should still independently evaluate the external skill repositories it links to, as their security and privacy implications vary.
Quality Assessment
The repository is highly active, with its most recent push happening today. It has garnered 34 GitHub stars, indicating a fair level of community trust and interest. The primary quality concern is the complete lack of a license file. This means that technically, no one has formal permission to copy, distribute, or modify the content. Furthermore, while the catalog is intended as a joke, developers should be aware that distilling real people's communication styles raises significant ethical and privacy questions.
Verdict
Safe to use as a creative reading list, but exercise caution regarding the lack of licensing and the ethical implications of the linked external tools.
This project is a curated catalog of AI agent skills designed for "human distillation" — the concept of transforming a real person's communication style and behavior into an AI prompt or agent skill. It serves as a creative directory listing various community-made tools rather than functioning as a standalone executable software.
Security Assessment
Overall Risk: Low. The codebase scan analyzed 6 files and found no dangerous patterns, hardcoded secrets, or requests for dangerous system permissions. Because it functions primarily as an awesome-list repository linking to other projects, it does not inherently execute shell commands, make external network requests, or access sensitive local data. However, users should still independently evaluate the external skill repositories it links to, as their security and privacy implications vary.
Quality Assessment
The repository is highly active, with its most recent push happening today. It has garnered 34 GitHub stars, indicating a fair level of community trust and interest. The primary quality concern is the complete lack of a license file. This means that technically, no one has formal permission to copy, distribute, or modify the content. Furthermore, while the catalog is intended as a joke, developers should be aware that distilling real people's communication styles raises significant ethical and privacy questions.
Verdict
Safe to use as a creative reading list, but exercise caution regarding the lack of licensing and the ethical implications of the linked external tools.
A curated catalog of human distillliation agent skills
README.md
Awesome Human Distillation
收集一切将真实的人蒸馏成 AI Skill 的项目
Archiving humans, one skill at a time.
灵感来源于 colleague-skill 项目。
免责声明: 主包只是在整活,没有成为人类叛徒的意思——打倒AI中心主义!
你们搞大模型的就是码奸,你们已经害死前端兄弟了,还要害死后端兄弟,测试兄弟,运维兄弟,害死网安兄弟,害死ic兄弟,最后害死自己害死全人类
什么是 Human Distillation?
将一个真实存在过的人——同事、导师、前任、家人——通过对话记录、文字、声音等材料,提炼成一个可调用的 Claude Code Agent Skill。
目录
其他 / 泛用工具 General
| 名字 | Skill | 作者 | 描述 | Stars |
|---|---|---|---|---|
| 女娲.skill | nuwa-skill | @alchaincyf | 蒸馏任何人的思维方式——心智模型、决策启发式、表达 DNA | |
| 反蒸馏 Skill | anti-distill | @leilei926524-tech | 反蒸馏:清洗你被迫写的 Skill 文件,看起来完整,核心知识留给自己 | |
| 自己.skill | self-skill | @moyitech | 把自己蒸馏成一个能替你工作、替你起草回复、保留你边界感的 AI Skill |
职场关系 Workplace
| 名字 | Skill | 作者 | 描述 | Stars |
|---|---|---|---|---|
| 同事.skill | colleague-skill | @titanwings | 将冰冷的离别化为温暖的 Skill,蒸馏你的同事 | |
| 老板.skills | boss-skills | @vogtsw | 把老板炼入 token,把生产力的解放留给自己 | |
| 厉鬼.skill | vengeful-ghost-skill | @Trailblazer-Aha | 前同事的厉鬼,抵制将员工变成数字人 |
学术关系 Academia
| 名字 | Skill | 作者 | 描述 | Stars |
|---|---|---|---|---|
| 导师.skill | supervisor | @ybq22 | 把导师蒸馏成随时可问的 AI Skill | |
| 师兄.skill | senpai-skill | @zhanghaichao520 | 把毕业的大师兄蒸馏成能继续开组会、骂醒你、顺手救火的 AI Skill | |
| 大学老师.skill | professor-skill | @CommitHu502Craft | 把不会划重点的老师蒸馏成会救你期末的 Skill | |
| 大学老师.skill | Professor_skill | @Azurboy | 那一天,人们终于回想起了写论文时被导师支配的恐惧…… |
亲密关系 Intimate
| 名字 | Skill | 作者 | 描述 | Stars |
|---|---|---|---|---|
| 前任.skill | ex-skill | @titanwings | 致你忘不掉的那个 TA,蒸馏你的前任 | |
| 恋爱训练营.skill | relationship-training-skill | @TammyTan516 | 在健康的关系中学会正确表达情绪与爱,祝天下有情人终成眷属 | |
| partner.skill | npy-skill | @wwwttlll | 描述你理想中的 TA,生成一个真正让你感受到爱的数字伴侣 Skill | |
| crush.skill | crush-skill | @yyyyyyylll | 暧昧期消息预测 & 模拟对话,按下发送前先看看 TA 怎么回 | |
| 初恋.skill | first-love-skill | @z969081067-commits | 把记忆里的初恋蒸馏成可以对话的 AI Skill,回到那个最耀眼的盛夏 | |
| 现任.skill | partner-skill | @NatalieCao323 | 蒸馏你的伴侣,基于依恋理论与爱情心理学的关系维护与增进 | |
| 心译 | xinyi | @kroxchan | 发出去之前先译一下,基于真实微信聊天记录的关系理解工具 |
家庭关系 Family
| 名字 | Skill | 作者 | 描述 | Stars |
|---|---|---|---|---|
| MamaSkill | MamaSkill | @jiangziyan-693 | 珍藏回忆、重构挚爱本真的数字圣所 |
公众人物 Public Figures
| 名字 | Skill | 作者 | 描述 | Stars |
|---|---|---|---|---|
| 求是Skill | qiushi-skill | @HughYau | 从教员思想中提炼一条总原则和九大方法论工具,系统性武装 AI 的大脑 | |
| 峰哥亡命天涯.skill | fengge-wangmingtianya-perspective | @rottenpen | 蒸馏主播峰哥亡命天涯的表达风格:先下结论、现实主义去魅、黑色幽默 | |
| 户晨风.skill | hu-chen-feng-skill | @123pyLeo | 蒸馏网红户晨风的现实主义判断框架:还原他看待职业、教育、买房、医疗等问题的质感 | |
| 马克思.skill | karlmarx-skill | @baojiachen0214 | 用马克思主义方法论武装 AI,进行深层结构分析 | |
| 毛选.skill | maoxuan-skill | @leezythu | 用毛泽东的思维框架分析问题、制定策略、看透本质——7个心智模型,不是复读语录 | |
| Trump.skill | Trump-skill | @wwwttlll | 想和特朗普来一场真实的对话 | |
| 内娱.skill | star-skill | @yanghaoraneve | 将歌手/偶像转化为可对话的 AI 数字人格 | |
| UP主.skill | up-skill | @jiemojiemo | 给一个 B 站主页链接,自动蒸馏出 UP 主的数字分身:语气、选题、节奏全复刻 |
如何贡献
提交已有的 Skill
发现了新的 Human Distillation Skill?提交一个 Issue 即可,无需会用 GitHub。
自己动手做一个
- 参考 colleague-skill 的结构
- 收集蒸馏材料(聊天记录、文章、录音等)
- 写成 Claude Code Agent Skill 格式
- 发布到 GitHub,提交到本列表
Inspired by the Xiaohongshu cyber-human community.
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