Can I review changes before they are applied to my files?

Yes, the skill enforces a 'preview' workflow where a report is generated under reports/linking/, allowing you to verify link changes and stats before running the apply command.

What specific file structures does this skill support?

It is optimized for repositories containing directories for Math, Economy, and Computer Science, linking them to a 00_factor folder.

Does this skill support incremental updates?

Absolutely. It uses Git range tracking to identify files changed between the last processed commit and the current HEAD, ensuring fast updates without rescanning the entire repository.

What are 'factor cards' in this system?

Factor cards are centralized reference notes stored in the 00_factor directory. They act as the primary nodes that subject-specific notes link to for conceptual mapping.

Knowledge Graph Linker

Name: Knowledge Graph Linker
Author: 0boluan0

by0boluan0

•

Learning & Documentation

Automates bidirectional wikilink creation and backlink panel generation between course notes and centralized factor cards.

The Knowledge Graph Linker is a specialized tool for students and researchers using Claude Code to manage complex personal knowledge bases. It establishes bidirectional visibility between academic subject notes (Math, Economy, Computer Science) and a central repository of 'factor' cards. By utilizing wikilink syntax and Dataview-compatible backlink panels, the skill ensures that every reference is tracked and navigable. It supports sophisticated workflows including Git-based incremental updates, detailed preview reports for change verification, and automated state tracking to maintain consistency across large-scale note collections.

Key Features

01Detailed preview reporting to audit proposed changes before application

02Injection of Dataview backlink panels for enhanced visibility in markdown editors

03Git-based incremental updates to process only new or modified content

04Automated bidirectional linking between subject notes and factor cards

055 GitHub stars

06Intelligent state management using a baseline commit tracking system

Use Cases

01Building a cross-referenced digital garden for interdisciplinary research

02Syncing new lecture notes with an existing economic and mathematical knowledge base

03Maintaining consistent internal links within large-scale markdown documentation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add 0boluan0/notes_on_economic_statistics post-class-linking

For use in Claude.ai and ChatGPT

Download Skill