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The Test Case Organizer is a specialized utility designed to resolve technical debt by extracting embedded test cases from business code and relocating them to dedicated test suites. It automatically scans projects for common test patterns, classifies tests by domain and scope, and refactors imports to ensure a clean separation between application logic and testing code. This skill is particularly effective for cleaning up AI-generated code where tests are often mixed with implementation, ensuring projects adhere to industry-standard directory structures across multiple programming languages and frameworks.