aj-geddes/useful-ai-prompts8 files

Caching Strategy

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Specification
Skill ID
aj-geddes/useful-ai-prompts/caching-strategy
Publisher
aj-geddes
Repository
useful-ai-prompts
Installs
0
Files
8
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

aj-geddes/useful-ai-prompts/caching-strategyInstalls these files
  • SKILL.md
  • references/cache-decorator-python.md
  • references/cache-invalidation-strategies.md
  • references/http-caching-headers.md
  • references/multi-level-cache.md
  • references/redis-cache-implementation-nodejs.md
  • scripts/validate-api.sh
  • templates/api-scaffold.yaml

What this skill tells the agent

Caching Strategy

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

Overview

Implement effective caching strategies to improve application performance, reduce latency, and decrease load on backend systems.

When to Use

  • Reducing database query load
  • Improving API response times
  • Handling high traffic loads
  • Caching expensive computations
  • Storing session data
  • CDN integration for static assets
  • Implementing distributed caching
  • Rate limiting and throttling

Quick Start

Minimal working example:

import Redis from "ioredis";

interface CacheOptions {
  ttl?: number; // Time to live in seconds
  prefix?: string;
}

class CacheService {
  private redis: Redis;
  private defaultTTL = 3600; // 1 hour

  constructor(redisUrl: string) {
    this.redis = new Redis(redisUrl, {
      retryStrategy: (times) => {
        const delay = Math.min(times * 50, 2000);
        return delay;
      },
      maxRetriesPerRequest: 3,
    });

    this.redis.on("connect", () => {
      console.log("Redis connected");
    });

    this.redis.on("error", (error) => {
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Redis Cache Implementation (Node.js)Redis Cache Implementation (Node.js)
Cache Decorator (Python)Cache Decorator (Python)
Multi-Level CacheMulti-Level Cache
Cache Invalidation StrategiesCache Invalidation Strategies
HTTP Caching HeadersHTTP Caching Headers

Best Practices

✅ DO

  • Set appropriate TTL values
  • Implement cache warming for critical data
  • Use cache-aside pattern for reads
  • Monitor cache hit rates
  • Implement graceful degradation on cache failure
  • Use compression for large cached values
  • Namespace cache keys properly
  • Implement cache stampede prevention
  • Use consistent hashing for distributed caching
  • Monitor cache memory usage

❌ DON'T

  • Cache everything indiscriminately
  • Use caching as a fix for poor database design
  • Store sensitive data without encryption
  • Forget to handle cache misses
  • Set TTL too long for frequently changing data
  • Ignore cache invalidation strategies
  • Cache without monitoring
  • Store large objects without consideration

Use this skill in a project

Open any RiverX project, search the Skills panel for aj-geddes/useful-ai-prompts/caching-strategy, and install it in one click.

Use this skill