Visualize Code Tool

This tool converts code samples into a structured graph representing modules, functions, classes, and their interrelations. It accepts code snippets, attempts language detection, and emits a graph data model containing nodes and edges that describe relationships such as function calls, module imports, and data flows. The representation is independent of runtime behavior, focusing on static architecture and call pathways to support documentation and design discussions. Conceptually the tool combines AST traversal, graph normalization, and simple layout heuristics to create readable diagrams. It produces nodes for logical units (modules, classes, functions) and edges for interactions (calls, imports, returns). The resulting data can be fed into any visualization engine or exported in standard formats for use in diagrams, reports, and knowledge bases. Users and teams benefit by gaining quick, shared understanding of large codebases, identifying hotspots, and validating architecture during refactors. Education use includes teaching code structure and tracing execution paths in non-runtime visuals. It supports collaboration by providing a consistent, exportable graph model that teams can annotate and extend. Core value comes from language-agnostic graph data, scalable export options, and integration hooks for CI, documentation pipelines, and developer portals. Advanced features offer language-specific parsers, incremental updates, and path highlighting. Typical workflows include onboarding new hires, performing architecture reviews, preparing diagrams for design docs, and generating baseline visual references for maintenance teams.