prompt-cache-optimize
Skill0 starsChanged 7 months agoMITView on GitHub
Prompt Caching 优化 - 根据 Thariq 的 7 条经验优化提示词结构
In this repository10 other files it gives its agents.
- code-reviewSkill
- context7Skill
- data-fetchSkill
- doc-genSkill
- env-setupSkill
- gsdSkill
- product-verifySkill
- security-checkSkill
- superpowersSkill
- test-genSkill
The file
Files
Prompt Cache Optimization Skill
用途
根据 Thariq Shihipar (Claude Code 团队) 的 7 条经验优化提示词缓存命中率。
Thariq 的 7 条经验
- 前缀匹配 - 稳定内容放开头，可变内容放末尾
- 子代理继承 - 字节级复制父上下文
- 模型变更破坏缓存 - 保持系统提示词稳定
- 消息顺序 - 严格追加，避免重排序
- system/messages 分离 - 不变指令放 system
- 工具定义放末尾 - 减少前缀缓存破坏
- 核心基础设施 - 缓存命中率下降=SEV
优化检查清单
提示词结构
- 系统指令是否在
system字段 - 工具定义是否在消息末尾
- 用户输入是否在最后
- 历史消息是否按顺序追加
缓存监控
- 是否记录缓存命中率
- 是否设置告警阈值
- 是否分析缓存破坏原因
使用方法
/claude "使用 prompt-cache-optimize skill 优化这个提示词"输出格式
## Prompt Cache 优化报告
### 当前命中率
- 估计命中率：X%
### 优化建议
1. 将 [内容] 移到 system 字段
2. 将 [工具定义] 移到末尾
3. 保持消息追加顺序
### 预期改进
- 命中率提升到：Y%
- 成本降低：Z%Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.