huashu-nuwa

Distill names or fuzzy requests into runnable SKILL.md directories.

30.1k|4.2k|Updated Apr 5, 2026
One-click install
npx skills add https://github.com/alchaincyf/nuwa-skill --skill huashu-nuwa-alchaincyf
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: huashu-nuwa
Source: https://github.com/alchaincyf/nuwa-skill/tree/main
Command: npx skills add https://github.com/alchaincyf/nuwa-skill --skill huashu-nuwa-alchaincyf

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Nuwa transforms input names, topics, or fuzzy requests into runnable Skill units by performing deep research, extracting cognitive frameworks, and generating self-contained SKILL.md entries that can be installed and executed.

Core Features & Use Cases

  • Self-contained Skill units discovered by the mandatory SKILL.md frontmatter (name and description) and loaded into Claude Code as runnable perspectives.
  • Two entry modes: direct distillation from a named figure and diagnostic exploration for fuzzy requests that suggests which Skill to distill next.
  • Optional resources (scripts/, references/, assets/) to support deterministic tasks, in-depth information, and asset storage per Skill.
  • Open-source friendly: each Skill is a standalone directory that can be copied and installed with standard tooling.

Quick Start

Provide a name or a fuzzy requirement to create a new Skill; the system will fetch sources, extract mental models, and assemble a ready-to-use SKILL.md.

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 runnable AI skill from a specific person's thinking model?

To create a runnable AI skill from a specific person's thinking model, you provide a name to the system. It then performs deep research, extracts cognitive frameworks, and assembles a self-contained SKILL.md entry ready for execution.

What is cognitive-model extraction for generating SKILL.md files?

Cognitive-model extraction is the process of analyzing a topic or named figure to distill their mental models into a structured SKILL.md file. This file acts as a runnable perspective that can be loaded into Claude Code.

Can I build a skill from a fuzzy request without a specific person in mind?

Yes, you can build a skill from a fuzzy request. The system uses a diagnostic entry path to explore your needs and recommends exactly which skill to distill next before generating the final SKILL.md output.

How to distribute open-source AI skills packaged as self-contained directories?

To distribute open-source AI skills, you package them as self-contained directories with a frontmatter-driven SKILL.md. You can include optional scripts, references, and assets, allowing installation with standard tooling.

Does Claude Code support loading custom perspectives from SKILL.md frontmatter?

Yes, Claude Code supports loading custom perspectives by reading the mandatory SKILL.md frontmatter. It uses the name and description fields to discover and load your generated skill as a runnable unit.

What are the limitations of distilling fuzzy requests into runnable skills?

When distilling fuzzy requests into runnable skills, the limitation is that the system must first run a diagnostic exploration phase to recommend what to distill, adding an extra step before generating the actual SKILL.md.