graphify

Graphify is an AI coding assistant skill that builds a comprehensive knowledge graph from your codebase, documentation, and multimedia files. It uses deterministic AST extraction for code and parallel subagents for conceptual analysis to map relationships without relying on embeddings. The resulting interactive graph and audit reports provide developers with deep architectural insights and efficient navigation across complex projects.

Graphify is an AI coding assistant skill designed to transform diverse project assets—including code, documentation, media, and configuration files—into a structured, queryable knowledge graph. By utilizing a multi-pass approach that combines deterministic AST extraction for code with LLM-driven semantic analysis for unstructured data, it enables AI agents to navigate codebases using structural relationships rather than simple keyword searches. This design significantly reduces token consumption and improves architectural understanding by providing agents with a persistent, topological map of the project, effectively solving the problem of context fragmentation in large or complex repositories.