Prompt Caching Specialist

概要

The Prompt Caching skill transforms Claude into a specialized caching architect focused on reducing LLM operational costs and latency. It provides expert guidance on implementing Anthropic's native prompt caching, managing response caches, and utilizing Cache Augmented Generation (CAG) patterns. This skill is essential for developers building production-grade AI applications where token consumption and response times are critical factors, ensuring prompts are structured for maximum prefix reuse and responses are stored efficiently without sacrificing accuracy.

主な機能

• Strategic cache invalidation logic
• Cache Augmented Generation (CAG) architecture
• 0 GitHub stars
• Cost and latency optimization patterns
• Anthropic native prompt caching implementation
• Response caching and semantic similarity matching

ユースケース

• Scaling LLM applications with large, static document sets
• Improving response times in applications with repetitive context
• Reducing token costs for high-traffic AI agents