po-improve-codebase-architecture

To identify shallow modules for refactoring, this Skill analyzes your codebase to detect modules where the interface is nearly as complex as the implementation, then suggests ways to deepen them and generates an HTML report.

A shallow module in software architecture is a module with an interface that is nearly as complex as its underlying implementation, which this Skill detects and targets for refactoring to improve overall testability.

You can improve codebase testability through architecture refactoring by using this Skill to transform shallow modules into deeper ones, making the codebase more maintainable and AI-navigable for future development.

Yes, understanding your project domain model is required to refactor codebase architecture, as this Skill requires both codebase access and domain knowledge to accurately suggest deepening refactors for shallow modules.

The best way to find areas for better architecture refactoring is to run this Skill on your codebase, which detects shallow modules and outputs an HTML report detailing specific refactor opportunities to deepen them.

You can use automated tools to increase code maintainability and AI-navigability by detecting shallow modules and applying suggested refactors to deepen module architecture, which directly enhances the testability of the codebase.