query-caching-strategies

SKILL.md

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

| Application-level | Flexible, fine-grained control | More code, consistency challenges | | Database-level | Transparent, automatic | Less flexibility | | Distributed cache | High throughput, scale | Extra complexity, network latency | | Materialized views | Complex queries, aggregations | Manual refresh needed |

✅ DO implement cache warming ✅ DO monitor cache hit rates ✅ DO use appropriate TTLs ✅ DO implement cache invalidation ✅ DO plan for cache failures ✅ DO test cache scenarios

實施查詢緩存策略以提高性能。在設置緩存層、配置 Redis 或優化數據庫查詢響應時間時使用。 來源：aj-geddes/useful-ai-prompts。

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