Cache Efficiency is a Data skill for Claude Code, published by hoangsonww in Claude-Code-Agent-Monitor.
Cache Efficiency analyzes prompt-cache hit rate, reuse, and spend in Claude Code from Agent Monitor data. Use it to find sessions with poor cache reuse and judge whether caching is reducing cost.
Cache Efficiency is cataloged under Data on DirSkills. Cache Efficiency comes from a repository tagged ai-agents, claude-agents, claude-code, claude-skills and express.
Documentation
Diagnose whether prompt caching is actually saving money, and where it is not.
The user provides: $ARGUMENTS
This may be: empty (analyze the whole fleet), "today" / "this week" / a date range, a session ID to scope the analysis, or a target like "hit rate > 80%". When empty, analyze all data from /api/analytics.
This is the opening of the README. Read the full README on GitHub.
Cache Efficiency is one of 20 skills that DirSkills catalogs from hoangsonww/Claude-Code-Agent-Monitor, the repository it ships in. Its siblings there include Config Audit, Cost Breakdown and Debug Live Issue. Each one is a separate skill with its own page in this directory, installs the same way Cache Efficiency does, and is maintained by hoangsonww in that same repository. The rest of the collection is listed on the hoangsonww/Claude-Code-Agent-Monitor page.
Cache Efficiency ranks #458 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Cache Efficiency against them. Open each page to compare what they document and how they install.
Cache Efficiency is one of 20 skills cataloged on DirSkills from hoangsonww/Claude-Code-Agent-Monitor.
Cache Efficiency is one of 668 Data skills cataloged on DirSkills, ranked #458 by stars among them.