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Skill

Graphify

Turn codebases into searchable knowledge graphs

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Install

Ships scripts
pip install graphifyy && graphify install
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When you need to understand code structure, map documentation relationships, or explore hidden connections within a complex codebase

Author
Safi Shamsi
License
MIT

Graphify transforms complex codebases into navigable knowledge representations. Whether you're exploring an unfamiliar system, maintaining a large monorepo, or connecting ideas across documentation, this skill reveals the hidden structure within your files.

Highlights

  • Zero-token code analysis using deterministic abstract syntax tree parsing
  • Interactive HTML visualization with search, filtering, and automatic layout
  • Community detection reveals unexpected cross-module connections
  • Persistent graph storage enables incremental updates on only changed files
  • Multiple query modes: breadth-first exploration, depth-first tracing, shortest path finding
  • Export to Obsidian vaults, Neo4j, GraphML, or Cypher scripts
  • Supports multimodal input: code in 12+ languages, markdown, PDFs, and images

Perfect for architects understanding legacy systems, teams documenting interconnected services, or researchers analyzing academic papers. Invoke with /graphify <path> in Claude Code to instantly map any folder into a living knowledge base.

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