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Yeadon8888
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cangjie

Extract beliefs, decisions, failure lessons, and contradictions from materials using Python.

180|30|Updated Apr 10, 2026
Search Tags:#decision analysis#AI skill creation#cognitive modeling#personality distillation#cognitive context extraction
One-click install
npx skills add https://github.com/Yeadon8888/cangjie-skill --skill cangjie
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cangjie
Source: https://github.com/Yeadon8888/cangjie-skill/tree/main
Command: npx skills add https://github.com/Yeadon8888/cangjie-skill --skill cangjie

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, numpy, scikit-learn, spacy, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill extracts a person's cognitive context, beliefs, real decisions, failure lessons, and internal contradictions, and implants them into AI, allowing it to think in the same way as the human.

Core Features & Use Cases

  • Cognitive Context Extraction: Extract beliefs, real decisions, failure lessons, internal contradictions, and cognitive boundaries from provided materials.
  • Custom Skill Creation: Generate personalized AI skills that think like the person based on the extracted cognitive context.
  • Use Case: Imagine you have a book by a renowned entrepreneur. Use this Skill to extract their cognitive context and create an AI skill that can think and analyze problems in the same way as the entrepreneur.

Quick Start

Use the cangjie skill to distill the cognitive context of Paul Graham.

Frequently Asked Questions about cangjie

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

FAQPage Schema
How do I distill human thinking and beliefs into an AI for cognitive modeling?▼

Cognitive context extraction works by analyzing provided materials to identify a person's beliefs, real decisions, failure lessons, internal contradictions, and cognitive boundaries, enabling the AI to mirror their thought process.

Can I use pandas and scikit-learn to extract cognitive context from text materials?▼

Yes, this cognitive context extraction process relies on Python and utilizes pandas, numpy, scikit-learn, and spacy to process provided materials and analyze the extracted cognitive data.

How do I create a custom AI skill that analyzes problems like a specific entrepreneur?▼

You create a custom AI skill by providing materials like books or writings from the entrepreneur, extracting their cognitive context, and generating a personalized skill that thinks and makes decisions like them.

What is personality distillation and when do I need it for decision analysis?▼

Personality distillation is the process of extracting a person's cognitive boundaries and internal contradictions from text to build AI models that perform decision analysis matching their specific mindset.

What are the limitations of extracting cognitive boundaries from text for AI skill creation?▼

Limitations of extracting cognitive boundaries include dependence on the quality of provided materials and the inability to capture thoughts or decision-making processes not documented in the source text.

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