smithery/aj-geddes

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.

Installation

$ npx skills add smithery/aj-geddes --skill sql-query-optimization

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,054 B
  • docs SUMMARY.md 193 B

History

  1. First recorded snapshot · 0 installs

SKILL.md

SQL Query Optimization

Table of Contents

  • [Overview](#overview)
  • [When to Use](#when-to-use)
  • [Quick Start](#quick-start)
  • [Reference Guides](#reference-guides)
  • [Best Practices](#best-practices)

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](references/analyze-current-performance.md) Analyze Current Performance
[Common Optimization Patterns](references/common-optimization-patterns.md) Common Optimization Patterns
[Query Rewriting Techniques](references/query-rewriting-techniques.md) Query Rewriting Techniques
[Batch Operations](references/batch-operations.md) 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