image-optimization

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

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

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

skill.md

Image Optimization

Table of Contents

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 & Formats Image Compression & Formats
Responsive Images Responsive Images
Optimization Process Optimization Process
Monitoring & Best Practices Monitoring & 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

Discussion

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

Ratings

4.675 reviews
  • Shikha Mishra· Dec 24, 2024

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

  • Aisha Menon· Dec 20, 2024

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

  • Noah Bansal· Dec 20, 2024

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

  • Aisha Iyer· Dec 16, 2024

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

  • Zaid Sharma· Dec 8, 2024

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

  • Zaid Robinson· Dec 8, 2024

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

  • Zaid Johnson· Nov 27, 2024

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

  • Naina Jain· Nov 27, 2024

    Useful defaults in image-optimization — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Yash Thakker· Nov 15, 2024

    We added image-optimization from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • William Mehta· Nov 11, 2024

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

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