huashu-nuwa

Distill public figures' mental models into runnable perspective skills via parallel research agents.

50|3|Updated Jun 30, 2026
One-click install
npx skills add https://github.com/Dubaoxu/distillation-skills --skill huashu-nuwa-dubaoxu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: huashu-nuwa
Source: https://github.com/Dubaoxu/distillation-skills/tree/main/nuwa-skill
Command: npx skills add https://github.com/Dubaoxu/distillation-skills --skill huashu-nuwa-dubaoxu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires yt-dlp, and includes scripts (resource) and references (resource) components.

What problem does it solve? It turns the vague wish to think like someone such as Munger, Feynman, or Musk into a concrete, validated Claude Code skill, automating the research, extraction, and quality-checking work that manual persona building requires. ## Core Features & Use Cases - Six-Agent Parallel Research: Spawns agents covering writings, interviews, social media, critic views, decision records, and life timeline, each archiving sourced findings to disk. - Triple-Verified Extraction: A claim becomes a mental model only if it recurs across 2+ domains, predicts new positions, and is non-generic; results are assembled into 3-7 mental models, decision heuristics, expression DNA, anti-patterns, and honest limits. - Quality Gates and Refinement: Includes research review checkpoints, sanity/edge/voice tests via subagents, automated quality_check.py scoring, and a dual-agent refinement pass. - Use Case: Say "distill Paul Graham" and receive a self-contained perspective skill directory with SKILL.md, research files, and helper scripts, ready to invoke as a thinking advisor. ## Quick Start Ask the assistant to distill a named person or topic into a perspective skill, for example by saying you want a Munger-style thinking advisor built from his public writings and talks.

Frequently Asked Questions about huashu-nuwa

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create a persona skill from a public figure?

Provide a name and the skill runs six parallel research agents covering writings, interviews, social media, critics, decisions, and timeline. It then extracts verified mental models and writes a complete SKILL.md you can invoke as a thinking advisor.

What makes a distilled mental model valid in this workflow?

A claim must pass triple verification: it appears across at least two domains, it can predict the person's stance on new questions, and it is not something any smart person would say. Failing claims are downgraded to heuristics or dropped.

Can I use my own local materials instead of web research?

Yes. You can supply books, transcripts, subtitles, or blog exports, which are treated as highest-weight primary sources. Web search then only fills dimensions your local materials do not cover.

Does it work for Chinese public figures and obscure people?

Yes, with adjusted sources: Bilibili videos, podcasts, and authoritative Chinese media are used while Zhihu and WeChat articles are excluded. For obscure figures with few sources, it reduces scope and expands the honest-limitations section.

What are the limitations of a generated persona skill?

It cannot capture intuition or future changes, only a snapshot up to the research date, and public statements may differ from private beliefs. Every generated skill must list at least three concrete limitations.