explain

To generate architecture diagrams from source code, this Skill analyzes your files using structural search and renders Mermaid diagrams. It outputs structured markdown containing flowcharts, sequence diagrams, and class diagrams to visualize complex code relationships.

Analyzing code data flow and dependencies is handled by routing requests to specialized AI agents that apply structural search tools like ast-grep. This approach identifies interaction patterns across modules and outputs detailed markdown breakdowns of system architecture.

You can explain unfamiliar TypeScript or Python modules by leveraging expert routing to specialized AI agents. The Skill automatically detects code type and applies targeted analysis to breakdown module purposes, interactions, and overall architectural design.

The code analysis explicitly supports structural search using ast-grep, tokei, and rg. These tools scan directories and files to extract structural patterns, providing the foundational data required for generating deep explanations and architectural visualizations.

Visualizing complex codebase architecture is achieved by specifying focus areas like API design or performance during analysis. The Skill processes the target files and generates structured markdown with embedded Mermaid diagrams tailored to your selected architectural focus.