chinapathbreaker/mao-skill

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152 stars Quality 47 Trend 18

Use Cangjie.skill to distill the selected skill

Overview

18 executable AI skills distilled from 1.9 million words of the Selected Works : Anthology Volumes 1-7 + Supplementary Volumes (about 1.9 million words, EPUB) : 18 independently executable AI skills (SKILL.md format) : Darwin Evolution Algorithm + RIA++ Skill Construction Method : ✅ All passed stress tests (average score 84.7/100) Run 5 extractors in parallel: - : Thinking frameworks (15) - : Core principles (24) - : Classic cases (12) - : Methodological counterexamples (12) - : Terminology definitions (20) Each skill consists of 6 parts: 1. : Role definition 2. : Input specifications 3. : Execution steps (including Checkpoint) 4. : Output format 5. : Comparison of positive and negative examples 6. : 8-dimensional scoring criteria Use the Zettelkasten method to establish relationships between skills: - depends_on: Dependencies - contrasts_with: Contrast relationships - composes_with: Combination relationships - : Baseline assessment (18 skills, average score 79.2) - : D4 checkpoint fixes (+3.2) - : Weak area special fixes (+1.7) - : Final tuning (+0.8) 1. 2. : Edit the corresponding skills/fXX-xxx/SKILL.md 3. : Use the Darwin methodology for stress testing 4. : Attach test-results.md to prove the improvement effect - Darwin Skill: Provides an evolutionary algorithm framework - RIA++ Methodology: Skill construction standards - Nuwa Skill: Large-scale text distillation process

Overview (machine translated)

18 executable AI skills distilled from the 1.9 million-word “Anthology.” 18 executable AI skills distilled from 1.9 million words

🎯 Project Overview

Source Materials: Selected Works Volumes 1-7 + Supplementary Volumes (approximately 1.9 million words EPUB) Output: 18 independently executable AI skills (SKILL.md format) Method: Darwin Evolution Algorithm + RIA++ Skill Construction Method Status: ✅ All passed stress tests (average score 84.7/100)

📊 Final Rankings

Ranking	Skill ID	Skill Name	Darwin Rating	Core Ability
🥇	f19	Strategic Endurance Tactical Quick Resolution	89.5	Strategic-Tactical Decomposition in the Time Dimension
🥈	f14	Concentrate Forces for a Annihilation Battle	88.8	Resource Focus and Key Campaign Identification
🥉	f17	Rural Areas Encircling the City	88.8	Edge Breakthrough and Path Planning
4	f06	Seven-Step Survey and Research Method	87.3	The complete process from observation to decision-making
5	f04	Class Analysis Method	86.5	Identification of interest groups and game game prediction
6	f09	Three Stages of the War of Protraction	85.9	Stage division of long-term games
8	f08	Building a United Front	84.1	Alliance strategy and interest coordination
9	f02	Methodology for Seeking Truth from Facts	84.0	A cognitive framework based on reality
10	f16	Mobile Warfare and Trench Warfare	83.5	Balancing flexibility and stability

🚀 Get Started Quickly

Install individual skills

Install all skills

📁 Project Structure

🔬 Methodology

This project adopts the four-layer distillation method:

Phase 0: Understanding the skeleton

Read through the entire book to identify the core ideas and threads
Produce 10 high-value distillable skill candidates

Phase 1: Five-dimensional extraction

Run 5 extractors in parallel:

Frameworks: Thinking frameworks (15 items)
Principles: Core Principles (24 articles)
Cases: Classic Cases (12)
Counter-examples: Methodological counterexamples (12)
Glossary: Terminology definitions (20 items)

Phase 2: RIA++ Construction

Each skill consists of six parts:

Role: Define the role
Input: Input specification
Action: Execute the steps (including Checkpoint)
Output: Output format

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Install

npx skillfish add chinapathbreaker/mao-skill

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