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query-caching-strategies

@aj-geddes/useful-ai-prompts
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Implement query caching strategies to improve performance. Use when setting up caching layers, configuring Redis, or optimizing database query response times.

Install Skill

Shared

Installs to .agents/skills, used by Codex, Amp, Warp, Cursor, OpenCode, and more.

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Available across projects.

$npx skills-installer add @aj-geddes/useful-ai-prompts/query-caching-strategies --client shared
Project

Writes to .agents/skills.

$npx skills-installer add @aj-geddes/useful-ai-prompts/query-caching-strategies -p --client shared
Note: Review the skill instructions before using it.

SKILL.md

name query-caching-strategies
description Implement query caching strategies to improve performance. Use when setting up caching layers, configuring Redis, or optimizing database query response times.

Query Caching Strategies

Table of Contents

Overview

Implement multi-level caching strategies using Redis, Memcached, and database-level caching. Covers cache invalidation, TTL strategies, and cache warming patterns.

When to Use

  • Query result caching
  • High-read workload optimization
  • Reducing database load
  • Improving response time
  • Cache layer selection
  • Cache invalidation patterns
  • Distributed cache setup

Quick Start

Minimal working example:

// Node.js example with Redis
const redis = require("redis");
const client = redis.createClient({
  host: "localhost",
  port: 6379,
  db: 0,
});

// Get user with caching
async function getUser(userId) {
  const cacheKey = `user:${userId}`;

  // Check cache
  const cached = await client.get(cacheKey);
  if (cached) return JSON.parse(cached);

  // Query database
  const user = await db.query("SELECT * FROM users WHERE id = $1", [userId]);

  // Cache result (TTL: 1 hour)
  await client.setex(cacheKey, 3600, JSON.stringify(user));
  return user;
}

// Cache warming on startup
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Redis Caching with PostgreSQL Redis Caching with PostgreSQL
Memcached Caching Memcached Caching
PostgreSQL Query Cache PostgreSQL Query Cache
MySQL Query Cache MySQL Query Cache
Event-Based Invalidation Event-Based Invalidation
Time-Based Invalidation Time-Based Invalidation, LRU Cache Eviction

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