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PostgreSQL database specialist for query optimization, schema design, security, and performance. Incorporates Supabase best practices and Row Level Security patterns.

Declarative intermediate schema pattern for AI agent task execution: intent capture, schema validation, execution planning, and result verification. Separates what from how in agent workflows.

Zero-downtime database migration patterns: forward-only production migrations, concurrent index creation, nullable column additions, separate schema vs data migrations, rollback planning.

Reference MCP server for PostgreSQL database access with parameterized queries, schema inspection, and read-only mode support.

Reference MCP server for SQLite database operations with query execution, schema inspection, and business insight memo generation.

Declarative intent-to-execution separation