What problem does it solve?
This Skill eliminates the manual effort of organizing and connecting scattered project content—including code, documentation, papers, images, and video—by automatically building a searchable, navigable knowledge graph that surfaces hidden cross-content relationships.
Core Features & Use Cases
- Multi-format knowledge graph generation: Build graphs from any mix of code, docs, papers, images, and video files, with community detection to group related concepts.
- Flexible querying and export: Ask natural language questions about the graph, trace paths between concepts, and export to interactive HTML, GraphRAG-ready JSON, or Neo4j-compatible formats.
- Use Case: An engineering team can run graphify on a codebase to instantly trace how an authentication module connects to database calls and related documentation, cutting hours of manual mapping work.
Quick Start
Use the graphify skill to build a knowledge graph of your current project folder and ask how the user authentication flow connects to database operations.