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This skill provides comprehensive architectural guidance for building robust PostgreSQL databases, focusing on normalization, performance-tuned indexing, and modern features. It helps developers navigate common pitfalls—such as case-sensitivity issues and unindexed foreign keys—while enforcing strict standards for data integrity using constraints and Row-Level Security. Whether you are modeling complex relational data or optimizing for high-concurrency workloads, this resource ensures your schema leverages the full power of PostgreSQL features like JSONB, partitioning, and extension-specific types like pgvector.