image-optimization

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INSTALLATION
npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill image-optimization
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

Image 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

Images typically comprise 50% of page weight. Optimization dramatically improves performance, especially on mobile networks.

When to Use

  • Website optimization
  • Responsive image implementation
  • Performance improvement
  • Mobile experience enhancement
  • Before deployment

Quick Start

Minimal working example:

Format Selection:

JPEG:

  Best for: Photographs, complex images

  Compression: Lossy (quality 70-85)

  Size: ~50-70% reduction

  Tools: ImageMagick, TinyJPEG

  Command: convert image.jpg -quality 75 optimized.jpg

PNG:

  Best for: Icons, screenshots, transparent images

  Compression: Lossless

  Size: 10-30% reduction

  Tools: PNGQuant, OptiPNG

  Command: optipng -o3 image.png

WebP:

  Best for: Modern browsers (90% support)

  Compression: 25-35% better than JPEG/PNG

  Fallback: Use <picture> element

  Tools: cwebp

  Command: cwebp -q 75 image.jpg -o image.webp

SVG:

  Best for: Icons, logos, simple graphics

// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide

Contents

Image Compression &amp;#x26; Formats

Image Compression &#x26; Formats

Responsive Images

Responsive Images

Optimization Process

Optimization Process

Monitoring &amp;#x26; Best Practices

Monitoring &#x26; Best Practices

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
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