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image-cdn

Review website image delivery and configure an image CDN, a service that optimizes and distributes images. Check file formats, dimensions, loading behavior, and initial screen impact, with guidance on verifying changes in DevTools.

OriginalShow the original description

Use when reviewing image assets, markup, and CDN or build transforms related to Serve images from a CDN. Check encoded size, rendered size, loading strategy, and above-the-fold impact together.

Works withCloudflare
AI rating70/ 100See how to install

Good for

  • Checking whether website images use a CDN
  • Configuring automatic image resizing and format conversion
  • Reviewing image loading and initial screen impact

Overview

What it does

Check whether website images are delivered through a CDN or another image optimization service, and get help reviewing the configuration. A CDN delivers images from distribution locations; image services can also resize them automatically and convert them to WebP or AVIF. The review examines image files, HTML, and delivery settings to identify specific files or components with problems in format, dimensions, or loading behavior.

When it helps

Use it when you want to optimize images during delivery or serve images sized for the screen. It checks file size alongside actual display dimensions and the effect on the part of the page visible when it first opens. It also explains image size generation through URL parameters and the role of caching at nearby distribution locations.

Example requests

  • “Check whether this site’s images are served through a CDN.”
  • “Set up automatic image optimization using Cloudinary, Imgix, or Cloudflare Images.”
  • “Review image formats and loading behavior, and show how to verify the changes in DevTools.”

Notes

Introducing image CDN optimization requires configuring the service you choose.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Objective evaluation

AI rated this skill on four points using only the contents of its SKILL.md. Stars and popularity are not taken into account.

Clear instructionsIs it clear when to use it and what it does?
AGoodIt explicitly identifies checking CDN image delivery and configuring automatic optimization as its purpose and scope.
Concrete stepsAre steps, inputs, outputs, and examples spelled out?
BPartly lackingService names and review targets are given, but configuration examples and specific DevTools operations are absent.
SafetyAre sending data, deleting files, and running commands disclosed?
BPartly lackingIt directs configuring an external CDN, but does not specify image transmission scope or confirmation before changes.
Easy setupDoes it need few tools or API keys, and are they documented?
BPartly lackingIt names services such as Cloudinary, but gives no account preparation or connection setup instructions.

The total counts each point as A = 25, B = 15, C = 5. Rated by AI (OpenAI Codex) as of Oct 23, 2026. Treat it as a guide and read the original before installing.

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Files included (2)

  • SKILL.md1.5 KB
  • references/rule.md4.5 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Serve images from a CDN

Image CDNs automatically optimize, resize, and convert images on-the-fly—delivering the smallest file in the best format without manual processing.

Quick Reference

  • Use image CDN for automatic format conversion (WebP, AVIF)
  • Generate responsive sizes on-the-fly via URL parameters
  • CDN edge caching delivers images from nearest location
  • Popular options: Cloudinary, Imgix, Cloudflare Images, Vercel

Check

Verify if images are served from a CDN or image optimization service.

Fix

Configure an image CDN like Cloudinary, Imgix, or Cloudflare Images for automatic optimization.

Explain

Explain how image CDNs provide on-the-fly optimization, resizing, and format conversion.

Code Review

Review image assets, markup, and delivery configuration related to Serve images from a CDN. 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/rules/images/image-cdn

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