aj-geddes/useful-ai-prompts

api-response-optimization

Optimize API response times through caching, compression, and efficient payloads. Improve backend performance and reduce network traffic.

First seen Jan 21, 2026

Installation

$ npx skills add aj-geddes/useful-ai-prompts --skill api-response-optimization

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Gemini CLI Not declared
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Repository health

Stars 334
License LICENSE
Default branch main
Open issues 1
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,199 B
  • docs SUMMARY.md 2,112 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 468 installs

SKILL.md

API Response Optimization

Table of Contents

  • [Overview](#overview)
  • [When to Use](#when-to-use)
  • [Quick Start](#quick-start)
  • [Reference Guides](#reference-guides)
  • [Best Practices](#best-practices)

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": "[email protected]",
  "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](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

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