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This skill provides advanced implementation patterns for developers building complex AI chat interfaces with Next.js and Vercel AI SDK v5. It goes beyond basic tutorials to offer expert guidance on persistent message storage using Drizzle and PostgreSQL, type-safe generative UI components, human-in-the-loop tool confirmations, and robust streaming reconciliation. By enforcing specific naming conventions and feature-based folder structures, it ensures scalable, maintainable chatbot codebases optimized for production environments.