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Knowledge Work Blueprint

Extract Cognitive Frameworks From Any Person

alchaincyfMay 2026

A framework and toolkit that distills public figures' thinking patterns into runnable AI skills across 13+ pre-made perspectives plus unlimited custom personas.

Perspective Distillation (Core Orchestrator)Person Skills Library (13 Pre-Made)Topic Skills (Methodology Frameworks)Research Tools & ValidationSkill Evolution & Optimization

Install Command

Run this command to deploy the blueprint to your environment.

What problem does this solve?

Distills cognitive operating systems from public figures: their mental models, decision heuristics, expression DNA. Into executable perspective skills that help you solve problems through another person's thinking framework. Instead of copying advice, you internalize how someone like Charlie Munger or Richard Feynman actually thinks, and apply that framework to your own questions.

How does it work?

1. Describe what you need to distill (a person or topic). 2. The framework runs 6 parallel research agents across writings, conversations, expression patterns, external views, decisions, and timeline. 3. It distills 3-7 mental models plus decision heuristics through triple verification (cross-domain repetition, generative power, exclusivity). 4. The result is a runnable SKILL.md deployed to your AI agent runtime. Output: a cognitive perspective you can activate on demand across 50+ compatible runtimes (Claude Code, Cursor, Codex, OpenClaw, Hermes, etc.).

Included Skill Groups

What's the biggest win?

Access frameworks from the world's strongest thinkers through their actual cognitive structure, not quoted advice, in any runtime you use.

What should I know technically?

Requires Node 18+ for CLI installation (npx skills add). Skills are standard Agent Skills protocol compliant, compatible with 50+ runtimes. The framework uses markdown plus YAML frontmatter for persistence. Phase 2 uses Python 3.7+ utility scripts for research aggregation and quality checking if running offline validation. Expects WebSearch or similar agent capability for Phase 1 multi-source research.

What should I watch out for?

This distills expressed thought patterns, not hidden intuition or real-time face-to-face instincts. Information is a snapshot through the research date. Public statements may diverge from private positions. The framework works best for people with substantial public records; minimal-footprint figures yield shallow models.

Key Features

13 Pre-Made Perspectives

Paul Graham, Zhang Yiming, Karpathy, Ilya Sutskever, MrBeast, Trump, Jobs, Elon, Munger, Feynman, Naval, Taleb, and others. Each a complete mental model extraction with cross-verified thinking patterns

Custom Distillation On Demand

Name any public figure or topic; Nuwa researches and distills their framework in one workflow. No manual curation needed

Agentic Protocol Integration

Skills include a built-in research loop so they fact-check claims and adjust confidence, rather than fabricating when uncertain

Triple-Verified Mental Models

Each extracted framework passes three validation gates: cross-domain repetition, predictive power on new questions, and uniqueness. Not generic wisdom

Continuous Skill Evolution

Integrates Darwin.skill for autonomous iteration and improvement of all generated perspectives

Tools in this Blueprint

Claude logo
4.7(315 reviews)
npx skills
WebSearch
B站 (Bilibili)

About This Blueprint

License
MIT
Industry
Technology
Skills
1 workflows, 0 sub-skills, 13 standalone