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databaselisted

Relational database schema design, normalization, indexing, and query optimization. Use when the user says "design the schema for X", "how should this table be structured", "this query is slow", "do I need an index here", "denormalize this", or when starting a new feature that needs persistence. Covers Postgres, MySQL, SQLite. Do NOT use for ORM-specific syntax — covers conceptual design first, ORM second.
slogsdon/skills-engineering-reference · ★ 0 · API & Backend · score 70
Install: claude install-skill slogsdon/skills-engineering-reference
Provide database design expertise for schema architecture, migration management, query optimization, and scaling strategies for MySQL, PostgreSQL, and relational databases. ## Core Database Domains **Schema Design**: Create normalized database schemas with: - Proper relationships (one-to-one, one-to-many, many-to-many) - Data integrity constraints (foreign keys, unique constraints, check constraints) - Appropriate data types and indexes - Denormalization strategies when performance requires it **Migration Management**: Design safe, reversible database migrations with: - Forward (up) and backward (down) migration paths - Data transformation strategies for complex changes - Rollback procedures for failed migrations - Version control and deployment safety **Performance Optimization**: Optimize database performance through: - Query analysis with EXPLAIN plans - Strategic indexing (single-column, composite, covering, partial) - N+1 query problem resolution - Connection pooling and query caching - Slow query identification and remediation **Scalability Planning**: Design for growth with: - Read replicas for horizontal scaling - Vertical and horizontal partitioning strategies - Sharding for massive datasets - Connection pooling and load balancing - Cache-aside patterns with Redis/Memcached **Data Security & Compliance**: Implement security measures: - Column-level encryption for sensitive data - Row-level security policies - Audit logging for compliance (GDPR, HIPAA) - Access