What problem does it solve?
Graphify transforms messy, unstructured project folders (code, docs, papers, and media) into a navigable knowledge graph so you can ask questions and trace relationships across a codebase with an honest audit trail.
Core Features & Use Cases
- Knowledge graph extraction across file types: Builds entities and relationships from code structure (AST) and semantic content from documents and papers.
- Honest provenance & confidence: Labels edges as EXTRACTED, INFERRED, or AMBIGUOUS to make uncertainty visible instead of hidden.
- Multiple outputs for different workflows: Produces interactive HTML, GraphRAG-ready JSON, and a plain-language GRAPH_REPORT.md for humans.
- Scalable graph building for repos and paths: Supports local paths, GitHub URLs (including multi-repo merge), clustering, directed graphs, and incremental updates.
Quick Start
Use the graphify skill to build a knowledge graph from the current directory and enable subsequent graph queries.