sql-query-optimization

Analyze and optimize SQL queries for performance. Use when improving slow queries, reducing execution time, or analyzing query performance in PostgreSQL and MySQL.

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Install skill "sql-query-optimization" with this command: npx skills add aj-geddes/useful-ai-prompts/aj-geddes-useful-ai-prompts-sql-query-optimization

SQL Query Optimization

Table of Contents

Overview

Analyze SQL queries to identify performance bottlenecks and implement optimization techniques. Includes query analysis, indexing strategies, and rewriting patterns for improved performance.

When to Use

  • Slow query analysis and tuning
  • Query rewriting and refactoring
  • Index utilization verification
  • Join optimization
  • Subquery optimization
  • Query plan analysis (EXPLAIN)
  • Performance baseline establishment

Quick Start

PostgreSQL:

-- Analyze query plan with execution time
EXPLAIN (ANALYZE, BUFFERS, FORMAT JSON)
SELECT u.id, u.email, COUNT(o.id) as order_count
FROM users u
LEFT JOIN orders o ON u.id = o.user_id
WHERE u.created_at > NOW() - INTERVAL '1 year'
GROUP BY u.id, u.email;

-- Check table statistics
SELECT * FROM pg_stats
WHERE tablename = 'users' AND attname = 'created_at';

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Analyze Current PerformanceAnalyze Current Performance
Common Optimization PatternsCommon Optimization Patterns
Query Rewriting TechniquesQuery Rewriting Techniques
Batch OperationsBatch Operations

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values

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