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The Codebase Documenter skill transforms complex source code into accessible documentation by prioritizing the 'why' behind implementation details. It provides structured templates for README files, high-level architecture overviews, inline code comments, and API specifications, ensuring that new developers can quickly understand project structures, data flows, and design decisions. By following principles of progressive disclosure and providing clear usage examples, this skill helps teams improve project maintainability, onboard contributors faster, and maintain professional-grade technical documentation automatically.