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The Modular Code skill for Claude Code provides a structured framework for refactoring large Python files into maintainable, domain-driven modules. By adhering to an optimal 'sweet spot' of 150-500 lines per file, it ensures that code remains easily digestible for both human developers and AI context windows, preventing tool truncation and cognitive overload. It provides actionable guidance on identifying natural split points, implementing clean package hierarchies, and executing incremental refactoring strategies to transform monolithic scripts into professional-grade architectures.