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The Business Logic Implementer skill provides a robust framework for transforming failing test suites into production-ready code through a structured TDD workflow. It guides the implementation of domain-specific use cases and Next.js API routes, ensuring strict adherence to Clean Architecture, Zod-based validation, and CASL-driven authorization logic. By enforcing a rigorous 'Red-Green-Refactor' cycle and mandatory research phases, it ensures that every implementation satisfies business requirements while maintaining separation of concerns, high testability, and secure service orchestration.