mcpField
A
api-response-optimization

api-response-optimization

github.com/aj-geddesDevelopment373486 installsUpdated 34w ago
Repository

About api-response-optimization

A skill for improving API performance through payload sizing, caching, and query efficiency. It is intended for developers addressing slow responses, resource use, or scaling bottlenecks, with reference guides covering optimization techniques.

Key features

  1. 01Response payload optimization
  2. 02Caching strategies
  3. 03Compression and performance guidance
  4. 04Optimization checklist

Use cases

  1. 01Reducing large API responses
  2. 02Addressing slow response times
  3. 03Reviewing API performance during scaling

Install

Copy the command and run it in a terminal.

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

After installing, type/api-response-optimizationin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

references/
caching-strategies.md
compression-performance.md
optimization-checklist.md
response-payload-optimization.md
scripts/
validate-api.sh
templates/
api-scaffold.yaml

Details

From the project README

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": "[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:

GuideContents
Response Payload OptimizationResponse Payload Optimization
Caching StrategiesCaching Strategies
Compression & PerformanceCompression & Performance
Optimization ChecklistOptimization 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

Comments

Markdown supported