huashu-nuwa

To distill cognitive models and decision heuristics, trigger the skill using activation phrases like “蒸馏XX” or “造人” followed by the target name. It extracts 3–7 mind models and 5–10 heuristics, writing them into a SKILL.md file for deployment.

A perspective skill captures a figure's thinking framework by distilling their cognitive operating system into runnable cognitive models and heuristics. It extracts expression DNA, values, anti-patterns, and honest boundaries to create an independent thinking agent.

You create a self-contained skill from a specific person's思维方式 by triggering the Nuwa workflow in Claude Code. Enter a fuzzy request or target name, and it runs research, synthesis, and validation phases to package the extracted cognitive models into a local skill.

Yes, you need yt-dlp installed to build cognitive skills, as it is a required dependency. The scripts suite uses it to support on-demand extraction, quality checks, and incremental updates during the research phase of the perspective skill workflow.

Yes, you can update an existing perspective skill instead of generating a new one. Use the activation triggers like “女娲” or “造Skill” followed by the target name to refresh the skill content and run incremental updates on the extracted heuristics.

Limitations when distilling cognitive operating systems include the reliance on available public data for accurate extraction of mind models and expression DNA. The skill explicitly defines honest boundaries and anti-patterns to prevent misapplication across business, tech, or creative domains.