query-caching-strategies▌
aj-geddes/useful-ai-prompts · updated Apr 20, 2026
Implement multi-level caching strategies using Redis, Memcached, and database-level caching. Covers cache invalidation, TTL strategies, and cache warming patterns.
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
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★75 reviews- ★★★★★Sophia Diallo· Dec 28, 2024
Keeps context tight: query-caching-strategies is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Carlos Choi· Dec 24, 2024
query-caching-strategies is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Nia Farah· Dec 20, 2024
query-caching-strategies is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Sophia Yang· Dec 20, 2024
Useful defaults in query-caching-strategies — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Camila Choi· Dec 16, 2024
Solid pick for teams standardizing on skills: query-caching-strategies is focused, and the summary matches what you get after install.
- ★★★★★Carlos Park· Dec 8, 2024
I recommend query-caching-strategies for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Yash Thakker· Nov 27, 2024
I recommend query-caching-strategies for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Henry Bansal· Nov 19, 2024
query-caching-strategies has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Carlos Kim· Nov 15, 2024
Useful defaults in query-caching-strategies — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Omar Singh· Nov 15, 2024
Solid pick for teams standardizing on skills: query-caching-strategies is focused, and the summary matches what you get after install.
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