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Skills directory/jeremylongshore/claude-code-plugins-plus-skills/optimizing-cache-performance

Cache Performance Optimizer Skill for Hit-Rate Comparisons

Compare cache outcomes under the same request sequence and verify whether origin reads and latency change.

中文

Install in Claude Code

Use your test app and cache metrics. Use the same synthetic keys and record the starting cache state for each window.

  1. Get the complete `plugins/performance/cache-performance-optimizer/skills/optimizing-cache-performance` directory from the pinned GitHub commit.
  2. Copy it into the target project's `.claude/skills/`. Check `.claude/skills/optimizing-cache-performance/SKILL.md`, start Claude Code at the project root, and call `/optimizing-cache-performance`.

Example task

Collect two sets of counters from the same 100 requests. Start with 60 hits and compare with 75 hits, recording origin reads as well.

What to check

Hit rate rises from 60% to 75%, or 15 percentage points. Origin-read counts remain independently reviewable.

Original SKILL.md on GitHub · Updated 2026-11-13

Frequently asked question

Does a higher hit rate mean every request is faster?

Also inspect latency distribution, cache overhead, and miss behavior. Hit rate covers only one part of performance.

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