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This skill provides a comprehensive framework for building scalable backend systems within Next.js App Router environments, specifically optimized for data-driven applications. It enforces a strict three-layer architecture—separating thin API adapters from business logic housed in singleton service classes—to ensure long-term maintainability and code clarity. Developers can leverage specialized guidance for integrating external APIs like Reddit and OpenAI, implementing Zod-based schema validation, and managing database persistence via Prisma ORM. Whether generating new endpoints with automated scripts or debugging complex service layers, this skill streamlines the development process while maintaining high standards for security, performance, and error handling.