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This skill guides the creation of clean, maintainable codebases by emphasizing self-documenting naming conventions and structural clarity over excessive commenting. It helps identify when to refactor for readability versus when to add explanatory notes, ensuring that documentation remains evergreen and focused on logic that isn't immediately obvious. Ideal for both initial development and rigorous code reviews, it minimizes noise while preserving essential context for complex algorithms and business rules.