cache-strategy
Get AI-powered caching strategy suggestions for your API. Use when performance matters.
来源信息
- 仓库
- lxgicstudios/ai-cache-strategy
- 最近来源活动
- 2026年8月20日 19:05
- 检测到的 SKILL.md 语言
- 英语
- 星标
- 0
- 分支
- 0
安装方式
默认使用会先检查来源的 Prompt;你也可以切换为直接命令,或下载本地副本。
检查来源文件
决定是否安装前,请先阅读 SKILL.md,以及 SkillsMP 当前展示的配套文件。
正在显示 SKILL.md
SKILL.md
来源说明 · 只读预览- name
- cache-strategy
- description
- Get AI-powered caching strategy suggestions for your API. Use when performance matters.
# Cache Strategy
You know you should cache things but you're not sure what, where, or for how long. Point this tool at your API routes and get specific caching recommendations.
**One command. Zero config. Just works.**
## Quick Start
```bash
npx ai-cache-strategy ./src/api/
```
## What It Does
- Analyzes your API endpoints
- Identifies what should be cached
- Recommends TTL values based on data patterns
- Suggests caching layer (CDN, Redis, memory)
## Usage Examples
```bash
# Analyze API routes
npx ai-cache-strategy ./src/api/
# Analyze specific route file
npx ai-cache-strategy ./routes/products.ts
# Get Redis-specific recommendations
npx ai-cache-strategy ./src/api/ --layer redis
```
## Best Practices
- **Cache static data aggressively** - config, reference data, rarely changing content
- **Be careful with user data** - personalized responses need different strategies
- **Invalidate properly** - stale cache is worse than no cache
- **Monitor hit rates** - if nothing is hitting cache, something's wrong
## When to Use This
- API response times are too slow
- Database is getting hammered with repeated queries
- Scaling up and need to reduce load
- Building a new API and want to design caching upfront
## Part of the LXGIC Dev Toolkit
This is one of 110+ free developer tools built by LXGIC Studios. No paywalls, no sign-ups, no API keys on free tiers. Just tools that work.
**Find more:**
- GitHub: https://github.com/LXGIC-Studios
- Twitter: https://x.com/lxgicstudios
- Substack: https://lxgicstudios.substack.com
- Website: https://lxgicstudios.com
## Requirements
No install needed. Just run with npx. Node.js 18+ recommended. Needs OPENAI_API_KEY environment variable.
```bash
npx ai-cache-strategy --help
```
## How It Works
Reads your API route files, understands the data patterns and access patterns from the code, and recommends appropriate caching strategies. The AI considers factors like data freshness requirements, personalization, and common access patterns.
## License
MIT. Free forever. Use it however you want.
在 GitHub 查看