Implement a cache wrapper with single-flight, invalidation, and observability metrics.
npx skills add https://github.com/Corvalis-LLC/Crow-Stack --skill auto-caching
Please help me install this Agent Skill. Skill: auto-caching Source: https://github.com/Corvalis-LLC/Crow-Stack/tree/main/skills/auto-caching Command: npx skills add https://github.com/Corvalis-LLC/Crow-Stack --skill auto-caching
Caching discipline improves performance and reliability by preventing stampedes, avoiding cached errors, ensuring proper invalidation, stale-while-revalidate, and observability.
Implement a cache wrapper that prevents stampede, avoids caching errors, includes invalidation, and exposes observability for an API call.
High-intent search queries and answers about installing and using this skill.
Single-flight coalescing prevents cache stampedes by merging concurrent cache misses into a single fetch, ensuring concurrent API requests share one data retrieval operation instead of overwhelming the backend.
Stale-while-revalidate serves stale cache data immediately while triggering a background refresh fetch, ensuring users get fast API responses without waiting for fresh data retrieval to complete.
API errors are never cached. A robust caching strategy uses only short negative caching for errors and relies on explicit invalidation to ensure data freshness and prevent serving persistent failures.
Cache observability tracks hits, misses, evictions, and fetch latency metrics, allowing high-concurrency web services to monitor caching effectiveness and optimize API data retrieval performance.
Explicit cache invalidation ensures predictable data freshness by combining targeted eviction with predictable TTL expiration, preventing stale data from persisting beyond its intended lifecycle in high-concurrency environments.
marquesfelipDesign caching strategies for Redis, CDN, and in-process caches.
osmanozenConfigure samber/hot caches in Go with eviction algorithms, TTLs, and Prometheus metrics.
BagelHoleConfigure Nginx or HAProxy load balancers with health checks and SSL termination.
M-KolaczImplement layered caching with cachified, SQLite, and in-memory LRU caches.
