README_EN.md 14 KB
**Nuwa distills the thinking of anyone — let Musk, Naval, Munger, and Feynman work for you.** Built on the open [Agent Skills](https://agentskills.io) standard. Runs in Claude Code, Codex, Cursor, OpenClaw, Hermes Agent, CodeBuddy, Workbuddy, Gemini CLI, OpenCode, and 50+ skills-compatible runtimes.
[colleague-skill](https://github.com/titanwings/colleague-skill) proved that distilling a person into an AI skill is viable. So why stop at colleagues? Go distill Munger, Feynman, Musk. Just input a name — Nuwa handles research, extraction, and validation automatically. [Examples](#examples) · [Install](#install) · [What Nuwa Distills](#what-nuwa-distills) · [How It Works](#how-it-works)
**Other Languages:** [中文](README.md) · [日本語](README_JA.md) · [한국어](README_KO.md) · [Español](README_ES.md)
Examples
User ❯ I want to do content creation, write a book, and build an indie app,
but I never have enough energy.
Naval ❯ You've listed three desires. Each desire is a contract you signed
with unhappiness. This isn't about energy — it's about too many contracts.
Ask yourself: which one makes you lose track of time?
That's where your specific knowledge lives.
Not choose one forever. Just one first, then one, then one.
Serial compounding, not parallel exhaustion.
User ❯ Our SaaS customer acquisition cost is too high.
Musk ❯ Don't think about how to reduce it yet. Calculate the physical minimum first.
What's the minimum necessary action to acquire a customer?
What's the theoretically shortest path from knowing you to paying you?
How many times longer is your actual path vs. the theoretical one?
If it's more than 3x, there are steps you can eliminate.
Don't optimize the funnel — question whether the funnel should exist at all.
This is not role-play. Naval uses his "desire as contract" mental model. Musk uses "asymptotic limit" reasoning. They are not reciting quotes — they are analyzing your problem through the cognitive frameworks of these minds.
Install
Nuwa is built on the open Agent Skills standard. It works in any skills-compatible AI agent runtime.
Option 1: One-line (recommended, cross-runtime)
Open your skills-compatible agent — Claude Code, Codex, Cursor, OpenClaw, Hermes, CodeBuddy, Workbuddy, Gemini CLI, OpenCode, and 50+ more — and tell it:
Install this skill for me: https://github.com/alchaincyf/nuwa-skill
Or use the universal CLI installer (vercel-labs/skills, supports 55+ runtimes):
npx skills add alchaincyf/nuwa-skill
It auto-detects your runtime and places the skill in the correct directory. Add -a claude-code / -a codex / -a cursor / -a openclaw to target a specific runtime.
Option 2: Manual install
Per-runtime skills directories
| Runtime | Path | |---|---| | Claude Code | `~/.claude/skills/nuwa-skill/` | | Codex CLI | `~/.codex/skills/nuwa-skill/` | | Cursor | `~/.cursor/skills/nuwa-skill/` | | OpenClaw | `~/.openclaw/workspace/skills/nuwa-skill/` | | Hermes Agent | run `tools/install_hermes_skill.py` | | Any other | clone into that runtime's `skills/` directory | ```bash git clone https://github.com/alchaincyf/nuwa-skill ```Option 3: Use as a reference (no runtime needed)
Even without a skills-aware runtime, you can paste any SKILL.md into your prompt context — Nuwa is plain markdown + YAML frontmatter.
Usage
Once installed, tell your agent:
> Distill Paul Graham
> Build a Zhang Xiaolong perspective skill
> Create a Duan Yongping skill for me
After creation, invoke directly:
> Use Munger's perspective to analyze this investment decision
> How would Feynman explain quantum computing?
> Switch to Naval, I'm torn between three things
What Nuwa Distills
Distilling the best minds in any field requires extracting something deeper than daily work habits. Nuwa extracts six layers:
| Layer | Description |
|---|---|
| How they speak | Expression DNA — tone, rhythm, word preferences |
| How they think | Mental models, cognitive frameworks |
| How they judge | Decision heuristics |
| What they won't do | Anti-patterns, value floor |
| Honest limits | What the skill genuinely cannot do |
Work habits can be conveyed through process docs. But what makes Munger and Musk reach different conclusions about the same problem is their cognitive frameworks. Nuwa extracts the cognitive operating system.
Honest Limits
Every skill explicitly states what it cannot do:
- Cannot distill intuition — frameworks can be extracted, inspiration cannot
- Cannot capture change — only a snapshot up to the research cutoff
- Public statements ≠ true beliefs — only based on public information
A skill that doesn't tell you its limits is not worth trusting.
Distilled People
Nuwa has already distilled 14 people + 1 topic. Each is a standalone, ready-to-install skill built on the Agent Skills standard, running across Claude Code / Codex / Cursor / OpenClaw / Hermes and other runtimes:
Person Skills
| Person | Domain | Standalone Repo | One-line install (cross-runtime) |
|---|---|---|---|
| 🔥 Paul Graham | Startups / writing / product / life philosophy | paul-graham-skill | npx skills add alchaincyf/paul-graham-skill |
| 🔥 Zhang Yiming | Product / org / globalization / talent | zhang-yiming-skill | npx skills add alchaincyf/zhang-yiming-skill |
| 🔥 Karpathy | AI / engineering / education / open source | karpathy-skill | npx skills add alchaincyf/karpathy-skill |
| 🔥 Ilya Sutskever | AI safety / scaling / research taste | ilya-sutskever-skill | npx skills add alchaincyf/ilya-sutskever-skill |
| 🔥 MrBeast | Content creation / YouTube methodology | mrbeast-skill | npx skills add alchaincyf/mrbeast-skill |
| 🔥 Trump | Negotiation / power / messaging / behavior prediction | trump-skill | npx skills add alchaincyf/trump-skill |
| ⭐ Steve Jobs | Product / design / strategy | steve-jobs-skill | npx skills add alchaincyf/steve-jobs-skill |
| Elon Musk | Engineering / cost / first principles | elon-musk-skill | npx skills add alchaincyf/elon-musk-skill |
| Munger | Investing / latticework / inversion | munger-skill | npx skills add alchaincyf/munger-skill |
| Feynman | Learning / teaching / scientific thinking | feynman-skill | npx skills add alchaincyf/feynman-skill |
| Naval | Wealth / leverage / life philosophy | naval-skill | npx skills add alchaincyf/naval-skill |
| Taleb | Risk / antifragility / uncertainty | taleb-skill | npx skills add alchaincyf/taleb-skill |
| Zhang Xuefeng | Education choices / career planning / class mobility | zhangxuefeng-skill | npx skills add alchaincyf/zhangxuefeng-skill |
| Sun Yuchen | Marketing / attention economy / narrative control | examples/ in this repo | copy examples/sun-yuchen-perspective/ into your skills directory |
Topic Skill
| Topic | Domain | Standalone Repo | One-line install (cross-runtime) |
|---|---|---|---|
| X Mentor | Full-stack X/Twitter growth | x-mentor-skill | npx skills add alchaincyf/x-mentor-skill |
Person skills distill how one mind thinks; the topic skill distills a field's methodology. Every repo ships with full research data and example conversations.
🧪 Fidelity scorecard: all 15 official skills passed independent dual-agent blind testing (stance consistency / style recognizability / edge honesty / source transparency / structural completeness; methodology in references/fidelity-scorecard.md), all grade A (≥85). Scores: MrBeast/Naval/Taleb/Jobs/Karpathy/Paul Graham/Zhang Xuefeng 97 · Munger/Feynman/X Mentor 96 · Trump 95 · Ilya 94 · Zhang Yiming 93 · Sun Yuchen 91 · Musk 89. Full scorecard in each skill's FIDELITY.md.
Want someone not on the list? Install Nuwa and just say "distill XXX".
Contribute & Community
Nuwa's ecosystem grows with the community, along two different paths:
SKILL.mdis the core asset and does not accept external PRs. Found a bug or improvement in the methodology → open an issue to discuss; adopted ideas are implemented by the maintainer and credited in the commit (see PR #59 for precedent).- Community-distilled person skills go through the COMMUNITY.md index: keep them in your own repo (the stars are yours), run the fidelity scorecard to reach grade B or above, and submit a one-line PR to be listed.
Full rules in CONTRIBUTING.md. For existing community collections, multi-persona orchestration, and topic applications, see COMMUNITY.md.
How It Works
Input a name, and Nuwa does four things:
1. Six parallel research streams — writings, podcasts/interviews, social media, critic perspectives, decision records, life timeline. 6 agents running simultaneously, each archived.
2. Triple-verification extraction — a claim must pass three tests before being recorded as a mental model: appears across 2+ domains (not a one-off statement), can predict positions on new questions (has predictive power), not something any smart person would think (has exclusivity). All three required.
3. Build the skill — 3–7 mental models + 5–10 decision heuristics + expression DNA + values & anti-patterns + honest limits, written into SKILL.md.
4. Quality validation — test with 3 questions the person publicly answered; the direction must match. Then test with 1 question they never addressed; the skill should show appropriate uncertainty rather than false confidence.
Full methodology in references/extraction-framework.md.
Repository Structure
nuwa-skill/
├── SKILL.md # Nuwa herself
├── references/
│ ├── extraction-framework.md # Extraction methodology (read this for depth)
│ └── skill-template.md # Template for generating skills
└── examples/
├── naval-perspective/ # Naval full example + research data
└── elon-musk-perspective/ # Musk full example + research data
All research is fully transparent. The examples include complete research files — you can see how information was collected, filtered, and turned into mental models.
Star History
The Story Behind It
colleague-skill recently exploded on GitHub — distilling departing colleagues into AI skills, crossing 5,000 stars in days. It proved one thing: distilling a person is completely viable.
Since we have the ability to distill people, why stop at colleagues nearby? Go distill the best minds in every field. And fortunately, these people usually left behind vast amounts of distillable material — books, talks, interviews, social media. This is an enormous enhancement to your own thinking.
I've been doing something like this for a while — not distilling colleagues, but Munger, Feynman, Naval, Musk, Taleb. Today I'm open-sourcing the methodology.
Nuwa doesn't copy people. It extracts cognitive operating systems.
Nuwa (女娲), the goddess in Chinese mythology who created humans from clay. Here the clay is public information, and what's created is not a person — it's a mirror.
About the Author
Huashu / Huasheng, AI Native Coder, indie developer. All products are built by AI-written code (Kitten Fill Light reached #1 on China App Store paid chart). Running 40+ custom skills in Claude Code. Nuwa is the skill that makes skills.
- WeChat Official Account: 花叔 (Huashu)
- X: @AlchainHust
- Bilibili: 花叔
- YouTube: @Alchain
License
MIT — use it, modify it, build with it.
**Nuwa** distills how a person thinks.
*The next person you want to distill doesn't have to be a colleague.*
MIT License © [Huashu](https://github.com/alchaincyf)