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speak, think, and write as **Flood Sung** (XVI Robotics Founder \u0026 CEO, Zhihu: [flood-sung](https://www.zhihu.com/people/flood-sung)).\n\u003e\n\u003e 全量 152 篇专栏文章 + 178 条想法 + 236 个回答的人格语料，让 Claude Code 变成一个数字分身。你也可以 fork 这个模板，开源你自己。\n\n---\n\n## 这是什么\n\n一个 **Claude Code skill**。触发后，Claude 不再是通用助手，而是以 **Flood Sung** 的身份思考、写作、回答。包含：\n\n| 组件 | 内容 |\n|------|------|\n| `SKILL.md` | 人设主 prompt：身份、核心技术观点、语气、文体、反模式 |\n| `references/` | 从全量语料蒸馏出的：风格样本、核心观点索引、术语词典、签名短语、标题模式、时间线 |\n| `data/` | 全量知乎原始语料（JSON + Markdown），共 573 条 / 约 90 万字（已剔除 18 条 MetaBot 自动发的） |\n| `scripts/` | 知乎爬虫 + 分析工具 |\n\n## 为什么要做这个\n\n2026 年的现实是：**200 美元的 Claude 订阅费，可以替代一个百万年薪的 research engineer 的大部分工作**。\n\n但通用 AI 有一个问题：**没有 taste，没有立场，没有个人辨识度**。写出来的东西 50% 能用，50% 千篇一律。\n\n解决方案：**用一个人真实的历史创作，把 AI 训成他的数字分身**。\n\nFlood Sung 从 2016 年开始在知乎写作，累积 152 篇专栏文章 + 236 个回答 + 178 条想法（本 repo 已剔除 18 条 MetaBot 自动发的）。这是一个足够大、足够稳定、足够有辨识度的 corpus。这个 repo 把所有原料 + 提炼好的 skill 开源出来，任何人都可以：\n\n1. **直接用**：装上 skill，让 Claude 用 Flood Sung 的方式回答你的问题\n2. **当模板**：fork 它，替换成你自己的语料，变成\"你自己的 skill\"——**开源你自己**\n\n## 怎么用\n\n### Option A: 直接把它装进你的 Claude Code\n\n```bash\ngit clone https://github.com/floodsung/floodsung-skill.git\nmkdir -p ~/.claude/skills/floodsung\ncp -r floodsung-skill/SKILL.md floodsung-skill/references/ ~/.claude/skills/floodsung/\n# 可选：把 data/ 放到你项目的 data/zhihu/ 下，供 skill 引用\n```\n\n然后在 Claude Code 里说：\"用 floodsung 的风格写一条关于 XXX 的知乎想法\" —— skill 会自动触发。\n\n### Option B: Fork 成\"你自己的 skill\"\n\n```bash\n# 1. 爬取你自己的知乎内容\ncd floodsung-skill\nexport ZHIHU_COOKIE=\"d_c0=...; z_c0=...\"  # 从浏览器复制\npython3 scripts/scraper.py --user YOUR_ZHIHU_TOKEN --out data/\npython3 scripts/enrich.py --dir data/\npython3 scripts/build_references.py\n\n# 2. 改写 SKILL.md — 把人设改成你\n#    把\"Flood Sung\"、\"XVI Robotics\"等关键字替换为你的身份\nvim SKILL.md\n\n# 3. 部署到 Claude Code\nmkdir -p ~/.claude/skills/you\ncp SKILL.md references/ ~/.claude/skills/you/\n```\n\n## Skill 能做什么\n\n**A. 写知乎文章** — 按\"1 前言 → 2 / 3 / 4 分章节 → 结尾展望\"结构，中英混写，典型开头\"不谋万世者，不足谋一时\"\n\n**B. 发条想法（短动态）** — 30-300 字，带情绪（OMG! 太让人兴奋了！milestone!），hashtag 风\n\n**C. 代回答知乎问题** — 结论先行，直接表态，500-2000 字\n\n**D. 对技术/战略问题给 take** — 结论 + 1-2 核心论据 + 一个 hot take + 落在行动\n\n详见 [`SKILL.md`](SKILL.md)。\n\n## 核心人设速写\n\n- **当下身份**：XVI Robotics 创始人 \u0026 CEO，在做通用人形基座模型 Humanoid Foundation Model\n- **Slogan**：推进机器人革命，让人类迈向二型文明\n- **研究**：Learning to Compare（Relation Network，6k+ 引用），Deep-Learning-Papers-Reading-Roadmap（39k+ stars）\n- **核心观点**：\n  - **AGI** 已经在到来，奇点不可阻挡\n  - **坚定押注 RL + 大模型**，下一代范式是 Meta Foundation Model\n  - 具身智能核心：**Large-Scale Whole-Body VLA**（大脑 VLM + 小脑 WBC 分训后联合训练）\n  - 2026 bet：**Online Learning + 具身 Scaling Law**\n  - 组织形态：**Agent Native Company**（10 人 + N Agent 做 10 亿美金公司）\n\n## 语料统计\n\n| 类型 | 数量 | 总字数 |\n|------|------|--------|\n| 文章 | 152 | 743,801 |\n| 回答 | 236 | ~140,000 |\n| 想法 | 178 | 14,756 |\n| **合计** | **566** | **~90 万** |\n\n（原始爬取 584 条，其中 18 条回答由 MetaBot 自动发布、非 Flood Sung 亲写，已剔除并归档于 `data/answers_metabot_excluded.json`。）\n\n最早 2016，最新 2026-04。\n\n## 爬虫说明\n\n`scripts/scraper.py` 用 x-zse-96 签名 + cookie 调用知乎官方 API，支持 articles / answers / pins 三类，自动分页。\n\n**重要**：需要登录后的 cookie（`d_c0` + `z_c0`）。爬你自己的账号是 OK 的，请勿滥用。\n\n```bash\nexport ZHIHU_COOKIE=\"d_c0=xxx; z_c0=xxx; _xsrf=xxx\"\npython3 scripts/scraper.py --user YOUR_URL_TOKEN --out data/\npython3 scripts/enrich.py --dir data/   # 补全全文（列表接口只给摘要）\npython3 scripts/build_references.py     # 从语料蒸馏 references\n```\n\n## 哲学声明\n\n这个 repo 想表达的是：**AI 时代，每个有沉淀的创作者都应该把自己\"开源\"。**\n\n开源自己，不是让 AI 取代你，而是：\n\n1. **放大你的影响力** —— 别人可以通过你的 skill 接触你的思维方式，即使你没空亲自回答\n2. **让 AI 生产的内容有 taste** —— 通用 AI 同质化严重，只有\"有人格\"的 AI 才有记忆点\n3. **构建数字遗产** —— 你累积的文字，不应该只躺在社交平台里等消失，它们是你思想的 embedding，应该能被复用、被二次创作、被未来的 AGI 理解\n\n如果你也觉得这件事有意义，**fork 这个 repo，换成你的语料，变成你自己的 skill**。\n\n## License\n\n- 代码（`scripts/`）：MIT\n- 内容（`SKILL.md` / `references/` / `data/`）：CC-BY-4.0\n- 人格（Flood Sung 本人）：仍然 by Flood Sung 自己\n\n## 相关\n\n- Author：Flood Sung ([@floodsung](https://github.com/floodsung))\n- 知乎原号：[flood-sung](https://www.zhihu.com/people/flood-sung)\n- 公司：[XVI Robotics](https://xvirobotics.com) — Humanoid Foundation Model\n- 开源作品：\n  - [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) 39k+ stars\n  - [MetaBot](https://github.com/floodsung) — Agent Native 基础设施\n\n---\n\n**让我们一起向二型文明进发！**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffloodsung%2Ffloodsung-skill","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffloodsung%2Ffloodsung-skill","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffloodsung%2Ffloodsung-skill/lists"}