ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Optimize API response times through caching, compression, and efficient payloads. Improve backend performance and reduce network traffic.
$ npx -y skills add aj-geddes/useful-ai-prompts --skill api-response-optimization --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/api-response-optimizationContext preview
The summary Claude sees to decide when to auto-load this skill.
Optimize API response times through caching, compression, and efficient payloads. Improve backend performance and reduce network traffic.
name: api-response-optimization description: > Optimize API response times through caching, compression, and efficient payloads. Improve backend performance and reduce network traffic.
Fast API responses improve overall application performance and user experience. Optimization focuses on payload size, caching, and query efficiency.
Minimal working example:
// Inefficient response (unnecessary data)
GET /api/users/123
{
"id": 123,
"name": "John",
"email": "john@example.com",
"password_hash": "...", // ❌ Should never send
"ssn": "123-45-6789", // ❌ Sensitive data
"internal_id": "xyz",
"created_at": "2024-01-01T00:00:00Z",
"updated_at": "2024-01-02T00:00:00Z",
"meta_data": {...}, // ❌ Unused fields
"address": {
"street": "123 Main",
"city": "City",
"state": "ST",
"zip": "12345",
"geo": {...} // ❌ Not needed
}
}
// Optimized response (only needed fields)
GET /api/users/123
{
"id": 123,
// ... (see reference guides for full implementation)Detailed implementations in the `references/` directory:
| Guide | Contents | |---|---| | [Response Payload Optimization](references/response-payload-optimization.md) | Response Payload Optimization | | [Caching Strategies](references/caching-strategies.md) | Caching Strategies | | [Compression & Performance](references/compression-performance.md) | Compression & Performance | | [Optimization Checklist](references/optimization-checklist.md) | Optimization Checklist |
488 production-ready AI prompts, all following a standardized template with validated quality gates. Transform ChatGPT, Claude, and other AI assistants into expert consultants.
Repo: aj-geddes/useful-ai-prompts
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