PKM Vault Master

概要

PKM Vault Master transforms your Obsidian vault into a high-functioning knowledge system by applying the professional Linking Your Thinking (LYT) framework. It bridges the gap between manual curation and automated insights using specialized Python scripts to identify orphan notes, discover content relationships through cosine similarity, and generate multi-stage Maps of Content (MOCs). Whether you are struggling with a disorganized folder of notes or need to build a generative digital garden, this skill provides the analytical tools, structural templates, and methodology-driven guidance required to evolve your thinking and improve link density.

主な機能

• 15 GitHub stars
• Automated vault health analysis to identify orphan notes and hub concepts
• Specialized library analysis for books, authors, and content depth
• Content-similarity link discovery using keyword extraction and vector ranking
• Automated Map of Content (MOC) generation with themed clustering
• LYT methodology integration for folder structures (ACE) and note-making

ユースケース

• Finding hidden connections between atomic notes to create a more dense knowledge web
• Generating structured Index.md files and MOCs for large research topics or projects
• Restructuring a cluttered note collection into an organized LYT-based system