image-optimization▌
aj-geddes/useful-ai-prompts · updated Apr 8, 2026
Images typically comprise 50% of page weight. Optimization dramatically improves performance, especially on mobile networks.
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)- No comments yet — start the thread.
Ratings
4.6★★★★★75 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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