api-response-optimization

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill api-response-optimization
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summary

Fast API responses improve overall application performance and user experience. Optimization focuses on payload size, caching, and query efficiency.

skill.md

API Response Optimization

Table of Contents

Overview

Fast API responses improve overall application performance and user experience. Optimization focuses on payload size, caching, and query efficiency.

When to Use

  • Slow API response times
  • High server CPU/memory usage
  • Large response payloads
  • Performance degradation
  • Scaling bottlenecks

Quick Start

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)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Response Payload Optimization Response Payload Optimization
Caching Strategies Caching Strategies
Compression & Performance Compression & Performance
Optimization Checklist Optimization Checklist

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.654 reviews
  • Ava Khan· Dec 24, 2024

    I recommend api-response-optimization for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Ava Bansal· Dec 12, 2024

    Registry listing for api-response-optimization matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Evelyn Dixit· Dec 8, 2024

    Solid pick for teams standardizing on skills: api-response-optimization is focused, and the summary matches what you get after install.

  • Ganesh Mohane· Dec 4, 2024

    I recommend api-response-optimization for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Michael Perez· Nov 27, 2024

    api-response-optimization has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Rahul Santra· Nov 23, 2024

    api-response-optimization fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Fatima Farah· Nov 15, 2024

    api-response-optimization fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Chinedu Martin· Nov 3, 2024

    api-response-optimization reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Yuki Ndlovu· Oct 22, 2024

    api-response-optimization is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Benjamin Ndlovu· Oct 18, 2024

    api-response-optimization fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

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