Agent skill · data analytics · aj-geddes
caching-strategy
Implement efficient caching strategies using Redis, Memcached, CDN, and cache invalidation patterns. Use when optimizing application performance, reducing database load, or improving response times.
Why this skill is useful
Provides specific caching patterns and implementation details that the AI wouldn't reliably generate on its own.
What it needs
Requires memcached, redis installed locally. About 1k tokens when loaded. Last updated 2026-03-04. 307 stars on the source repository.
What this skill does
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: Reference Guides Detailed implementations in the references/ directory: Guide Contents --- --- Redis Cache Implementation (Node.js) Redis Cache Implementation (Node.js) Cache Decorator (Python) Cache Decorator (Python) Multi-Level Cache Multi-Level Cache Cache Invalidation Strategies Cache Invalidation Strategies HTTP Caching Headers HTTP 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
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aj-geddes/caching-strategy