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SQL and database best practices including query optimization, indexing, and schema design.

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SKILL.md

name sql
description SQL and database best practices including query optimization, indexing, and schema design.
globs **/*.sql, **/migrations/**, **/prisma/**, **/drizzle/**
priority 80
tags database

SQL Best Practices

Query Writing

  • Use parameterized queries (prevent SQL injection)
  • Select only needed columns (avoid SELECT *)
  • Use appropriate JOINs
  • Add WHERE clauses to limit results
  • Use EXPLAIN to analyze queries

Indexing

  • Index columns used in WHERE/JOIN/ORDER BY
  • Use composite indexes for multi-column queries
  • Don't over-index (slows writes)
  • Consider covering indexes
  • Monitor index usage

Schema Design

  • Use appropriate data types
  • Add constraints (NOT NULL, UNIQUE, FK)
  • Normalize to 3NF, denormalize for performance
  • Use UUIDs for distributed systems
  • Add created_at/updated_at columns

Transactions

  • Keep transactions short
  • Use appropriate isolation levels
  • Handle deadlocks gracefully
  • Use optimistic locking when appropriate

Migrations

  • Make migrations reversible
  • Test migrations on copy of prod data
  • Use small, focused migrations
  • Never modify existing migrations
  • Back up before migrating

Performance

  • Use connection pooling
  • Implement pagination
  • Cache frequent queries
  • Use read replicas
  • Monitor slow queries