skills/aj-geddes/useful-ai-prompts/sql-query-optimization

sql-query-optimization

Installation
SKILL.md

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:

Guide Contents
Analyze Current Performance Analyze Current Performance
Common Optimization Patterns Common Optimization Patterns
Query Rewriting Techniques Query Rewriting Techniques
Batch Operations Batch 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
Weekly Installs
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GitHub Stars
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First Seen
Jan 21, 2026
Installed on
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