Optimize all images for web
SkillMediaImage-optimization is a skill for AI agents that reviews website image assets, markup, and CDN or build transforms. It checks encoded size, rendered size, loading strategy, and above-the-fold impact together, so an agent can optimize all images for web as one connected review rather than separate checks.
Available today. Use it from your connected AI after setup.
No other account needed.
Have an AI agent that can load skills.
Then ask your AI: use the Optimize all images for web skill
What your AI can do with it
- Review image assets, markup, and CDN or build transforms
- Check encoded size of images
- Check rendered size of images
- Evaluate loading strategy for images
- Assess above-the-fold impact of images
- Review these factors together when optimizing images for web
Getting started
- Have an AI agent that can load skills.
- Add the image-optimization skill to the agent's available skills.
- Ask the agent to review your image assets, markup, and CDN or build transforms for web optimization.
What this skill tells your AI
The instructions your AI receives, as published by thedaviddias/front-end-checklist in skills/image-optimization/SKILL.md and read by ahel’s review.
Images typically account for 50%+ of page weight. Unoptimized images cause slow load times, wasted bandwidth, poor Core Web Vitals scores, and frustrated users—especially on mobile networks.
Quick Reference
- Use modern formats: AVIF > WebP > JPEG/PNG
- Compress images to 80% quality for photos
- Always provide responsive srcset for different screen sizes
- Use
<picture>element for format fallbacks
Check
Scan this codebase for all image assets and elements. For each image, verify: 1) Format is appropriate (WebP/AVIF for photos, SVG for icons, PNG only for transparency). 2) Responsive srcset and sizes attributes exist for images > 100px wide. 3) width/height attributes are present to prevent layout shift. 4) loading='lazy' is set for below-fold images. 5) File sizes are reasonable (< 200KB for photos, < 50KB for graphics). Report issues grouped by severity with file paths.
Fix
For each image optimization issue found: 1) Convert JPEG/PNG photos to WebP with AVIF fallback using element. 2) Add srcset with 400w, 800w, 1200w, 1600w variants and appropriate sizes attribute. 3) Add explicit width/height attributes matching aspect ratio. 4) Add loading='lazy' to images below the fold, keep priority images without lazy loading. 5) Compress images to 80% quality for photos, 60% for AVIF. 6) Use SVG for icons and logos. Show the corrected HTML with optimized image markup.
Explain
Explain the impact of image optimization on Core Web Vitals, specifically how unoptimized images affect Largest Contentful Paint (LCP) and Cumulative Layout Shift (CLS). Cover the compression differences between AVIF, WebP, and JPEG formats, when to use each, and browser support considerations. Describe how srcset and sizes work together to serve appropriately-sized images, and why width/height attributes prevent layout shift. Include bandwidth savings calculations and loading performance improvements.
Code Review
Review image assets, markup, and delivery configuration related to Optimize all images for web. Flag exact files or components where format choice, sizing, or loading behavior violates the rule, and describe how to confirm the fix in DevTools.
For full implementation details, code examples, and framework-specific guidance,
see references/rule.md.
Rule page: https://frontendchecklist.io/en/rules/images/image-optimization
Signals
- GitHub stars
- 74k
- Forks
- 7k
- Last commit
- Aug 2026
Questions
- When should this skill be used?
- Use it when reviewing image assets, markup, and CDN or build transforms related to optimizing all images for web.
- What does it check?
- It checks encoded size, rendered size, loading strategy, and above-the-fold impact together.
- Does it change my images directly?
- The item describes reviewing and checking; it does not state that the skill edits or re-encodes images itself.
Advanced
- Item type
- skill
- Key
image-optimization-thedaviddias- Source
- github.com/thedaviddias/front-end-checklist