intelligent-cache

What problem does it solve?

This Skill addresses the need for efficient data retrieval by implementing a multi-layer caching system that reduces the load on expensive data generation processes and ensures data freshness.

Core Features & Use Cases

• Type-Specific TTLs: Caches data with expiration times tailored to different content types.
• Two-Layer Cache: Utilizes both in-memory and database layers for speed and persistence.
• Get-or-Generate Pattern: A robust pattern that fetches from cache or generates data on a cache miss, preventing race conditions.
• Generation Timing: Tracks the time taken for data generation to aid in optimization.
• Graceful Invalidation: Allows for selective or type-wide cache invalidation without cache stampede.
• Use Case: When generating complex AI analyses or aggregating data from multiple sources, this skill ensures that frequently accessed or slowly generated data is served quickly from cache, only regenerating when necessary.

Quick Start

Use the intelligent-cache skill to get or generate daily briefing data for today's date.