Token导航 LogoToken导航

Agent Skill · 图像处理

image-optimization-cdn(图像优化 CDN)

用于辅助图像生成、图片编辑、视觉素材处理或图像模型工作流。它适合让 Agent 根据文本生成图片、处理背景、整理视觉提示词或调用相关图像工具。使用时需要确认输入图片、版权来源、输出格式和模型限制;涉及人物、品牌、商品或公开展示素材时,应额外核对授权、真实性和内容合规边界。

image-optimization-cdn 是图像处理类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描已通过,按安装量在图像处理类的 1,562 个 Skill 里排第 1,275。

总安装 574周安装 23GitHub Stars 19下载 186核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:image-optimization-cdn(图像优化 CDN)
来源仓库:https://github.com/finsilabs/awesome-ecommerce-skills
仓库路径:skills/image-optimization-cdn
安装命令:
npx skills add https://github.com/finsilabs/awesome-ecommerce-skills --skill image-optimization-cdn
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/finsilabs/awesome-ecommerce-skills --skill image-optimization-cdn

这个 Skill 是做什么的

图像处理类 Skill 处理生成、裁剪、压缩和批量转换图片的任务。

对接CDN服务商实现全球图像加速分发。适合电商平台、新闻站点与全球化应用部署。自动适配设备分辨率与网络环境。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。需配置缓存策略与防盗链机制。

image-optimization-cdn 属于图像处理类 Skill,可作为该场景下的辅助能力补充。费用按流量计费,建议设置用量预警阈值。

来源仓库内路径:skills/image-optimization-cdn

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/finsilabs/awesome-ecommerce-skills --skill ima…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

image-optimization-cdn 怎么安装?

在终端执行 npx skills add https://github.com/finsilabs/awesome-ecommerce-skills --skill image-optimiz…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

image-optimization-cdn 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

image-optimization-cdn 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

image-optimization-cdn 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

image-optimization-cdn 用的人多吗?

公开数据是累计安装 574 次,近一周安装 23 次,下载 186 次,GitHub 19 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

image-optimization-cdn 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理图像处理类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

图像处理类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
ai-image-generation

AI 图像生成 · Codex、Claude

4,365,552382调用外部服务未明确有提醒
openai-image-gen

OpenAI 图像生成 · OpenClaw

1,906,88432需要联网MIT-0有提醒
image

图像 · OpenClaw

525,99926需要联网MIT-0通过
baoyu-cover-image

宝玉封面图 · Codex、Claude

474,24016,779只读MIT有提醒
baoyu-image-gen

宝玉图像生成器 · Codex、Claude

468,00716,778接触敏感数据MIT通过
image-optimization-cdn

图像优化 CDN · 本页

57419操作浏览器未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Image Optimization CDN

Overview

Product images are typically the largest assets on e-commerce pages and the single biggest contributor to poor Largest Contentful Paint (LCP) scores. An optimized image pipeline resizes images to the required dimensions, converts to modern formats (WebP, AVIF) for 30–50% smaller file sizes, delivers from a CDN close to the user, and applies lazy loading to images below the fold.

When to Use This Skill

  • When product pages fail Core Web Vitals due to large or unoptimized images (LCP > 2.5s)
  • When setting up an image pipeline for a new headless storefront
  • When original product images from vendors are multi-megabyte files that need automation
  • When adding WebP/AVIF support to an existing storefront that serves only JPEG/PNG
  • When measuring Core Web Vitals and images are the primary bottleneck

Core Instructions

Step 1: Determine your platform and available image optimization

PlatformBuilt-In Image CDNWhat You Need to Do
ShopifyShopify CDN (Fastly) — automatic WebP conversion, responsive sizing via URL paramsUse Liquid img_url filter with size params; ensure all <img> tags have width and height attributes; add loading="lazy" to below-fold images
WooCommerceNone by defaultInstall Imagify or ShortPixel plugin for automatic WebP conversion; add Cloudflare as CDN (free tier) for global delivery
BigCommerceBigCommerce CDN — automatic WebP conversion, responsive sizingBigCommerce serves images via CDN automatically; optimize by specifying image dimensions in the URL and setting proper <img> attributes in templates
Custom / HeadlessNone — you build itUse Cloudinary (managed) or Sharp (self-hosted) with a CDN; see implementation below

Step 2: Platform-specific image optimization


Shopify

Shopify CDN automatically handles WebP conversion and resizing. Your job is to use it correctly in Liquid templates:

  1. Always use the image_url filter with explicit dimensions:
<!-- Good: Shopify CDN serves WebP at the right size -->
<img
  src="{{ product.featured_image | image_url: width: 800 }}"
  srcset="{{ product.featured_image | image_url: width: 400 }} 400w,
          {{ product.featured_image | image_url: width: 800 }} 800w,
          {{ product.featured_image | image_url: width: 1200 }} 1200w"
  sizes="(max-width: 640px) 100vw, 50vw"
  width="800" height="800"
  loading="lazy"
  alt="{{ product.featured_image.alt | escape }}"
/>
  1. Use loading="eager" only for the hero (LCP) image:
{% if forloop.first %}
  {%- assign loading = 'eager' -%}
  {%- assign fetchpriority = 'high' -%}
{% else %}
  {%- assign loading = 'lazy' -%}
  {%- assign fetchpriority = 'auto' -%}
{% endif %}
<img loading="{{ loading }}" fetchpriority="{{ fetchpriority }}" ... />
  1. Check your LCP score:

- Go to Online Store → Themes in your Shopify admin and click View report - Or run Google PageSpeed Insights (pagespeed.web.dev) on your product and collection pages - A score below 75 on mobile often means the hero image needs fetchpriority="high" or is too large


WooCommerce

WooCommerce serves images from your server without CDN or WebP conversion by default. Two steps are needed:

Step 1: Add WebP conversion (pick one):

  • Imagify (free tier: 25 MB/month): Install from WordPress.org, go to Media → Imagify, run the bulk optimization wizard — it converts all existing images to WebP and enables automatic conversion for new uploads
  • ShortPixel (free tier: 100 credits/month): Similar workflow; installs as a plugin and converts on upload

Step 2: Add CDN delivery:

  • Cloudflare (free): After adding your domain to Cloudflare, all images (and other assets) are served from Cloudflare's 300+ global edge locations automatically
  • BunnyCDN ($1/TB): More control, better performance than free Cloudflare for high-traffic stores; configure with the BunnyCDN WordPress plugin

Step 3: Configure lazy loading (WordPress 5.5+ handles this automatically): WordPress adds loading="lazy" to all <img> tags automatically since version 5.5. Verify it's working:

  1. View source of a product page
  2. Confirm non-hero images have loading="lazy" attribute
  3. The hero/first product image should have loading="eager" — configure this in your theme's template

Step 4: Set correct image dimensions in WooCommerce:

  1. Go to WooCommerce → Settings → Products → Display
  2. Set your image sizes to match your theme's actual rendered dimensions — oversized images waste bandwidth
  3. After changing sizes, use WP CLI or the Regenerate Thumbnails plugin to resize existing images: wp media regenerate --only-missing

BigCommerce

BigCommerce serves all images via its CDN with automatic WebP conversion for supported browsers. Optimize your theme templates:

  1. In Storefront → My Themes → Edit Theme Files, open your product page template
  2. Use the getImageSrcset Handlebars helper to generate responsive srcset attributes:
<img
  src="{{getImage image 'product_size'}}"
  srcset="{{getImageSrcset image 1x='product_size' 2x='zoom_size'}}"
  loading="lazy"
  width="800" height="800"
  alt="{{image.alt}}"
/>
  1. In Storefront → My Themes → Customize, configure image sizes to match your design's rendered dimensions
  2. Run Google PageSpeed Insights on your store and address any image-specific recommendations

Custom / Headless

Option A: Cloudinary (managed — recommended for most stores)

  1. Sign up at cloudinary.com (free tier: 25 GB storage, 25 GB bandwidth/month)
  2. Configure your store to upload product images to Cloudinary:
// lib/cloudinary.js
import { v2 as cloudinary } from 'cloudinary';
cloudinary.config({ cloud_name: process.env.CLOUDINARY_CLOUD_NAME, api_key: ..., api_secret: ... });

export function getProductImageUrl(publicId, { width, height }) {
  return cloudinary.url(publicId, {
    transformation: [{
      width, height, crop: 'fill', gravity: 'auto',
      quality: 'auto:good',
      fetch_format: 'auto', // Auto-serves WebP/AVIF based on Accept header
    }],
    secure: true,
  });
}
  1. Generate responsive srcset in your product image component:
export function ProductImage({ publicId, alt, priority = false }) {
  const widths = [240, 400, 600, 800, 1200];
  const srcSet = widths.map(w => `${getProductImageUrl(publicId, { width: w, height: w })} ${w}w`).join(', ');

  return (
    <img
      src={getProductImageUrl(publicId, { width: 400, height: 400 })}
      srcSet={srcSet}
      sizes="(max-width: 640px) 100vw, (max-width: 1024px) 50vw, 25vw"
      alt={alt}
      width={400} height={400}
      loading={priority ? 'eager' : 'lazy'}
      fetchPriority={priority ? 'high' : 'auto'}
    />
  );
}

Option B: Sharp (self-hosted image processing)

Use Sharp for a self-hosted pipeline. Process images at upload time and store variants in object storage (S3, R2, Backblaze):

// lib/image-processor.js
import sharp from 'sharp';

const SIZES = {
  thumbnail: { width: 240, height: 240 },
  card: { width: 400, height: 400 },
  detail: { width: 800, height: 800 },
  zoom: { width: 1600, height: 1600 },
};

export async function processAndStoreProductImage(inputBuffer, productId) {
  const urls = {};
  for (const [sizeName, dims] of Object.entries(SIZES)) {
    const webpBuffer = await sharp(inputBuffer)
      .rotate() // auto-rotate from EXIF
      .resize({ ...dims, fit: 'cover', withoutEnlargement: true })
      .webp({ quality: 80 })
      .toBuffer();

    const key = `products/${productId}/${sizeName}.webp`;
    await uploadToStorage(key, webpBuffer, 'image/webp');
    urls[sizeName] = `https://images.yourstore.com/${key}`;
  }
  return urls;
}

Serve with immutable CDN headers (include a content hash in the filename for cache busting):

// Image URL response headers
res.setHeader('Cache-Control', 'public, max-age=31536000, immutable');

Best Practices

  • Set explicit width and height on all <img> tags — this prevents Cumulative Layout Shift (CLS) by reserving space before the image loads
  • Use loading="eager" and fetchpriority="high" only on the LCP image — applying eager to all images defeats lazy loading and increases initial page weight
  • Never upscale images — serving a 2000px image for a 400px container wastes bandwidth; use withoutEnlargement: true in Sharp or Cloudinary's width/height params
  • Purge CDN cache using URL versioning — include a content hash or version number in image filenames; changing the URL is more reliable than manual CDN cache purging
  • Monitor LCP in production with Real User Monitoring (RUM) — lab tests (Lighthouse) measure LCP with a clean cache; RUM captures actual user experience

Common Pitfalls

ProblemSolution
LCP image not the one you expectedUse Chrome DevTools → Performance tab to identify the actual LCP element; it may be a background image or a hero banner, not the product image
AVIF encoding too slow for on-demand transformsPre-generate AVIF at upload time; use WebP for real-time transforms (50× faster than AVIF encoding)
Sharp native binaries missing in productionAdd sharp to dependencies (not devDependencies); for Docker builds match the target architecture: npm install --platform=linux --arch=x64 sharp
Images not loading from CDN on first requestPre-warm your top product images by fetching their CDN URLs after upload; don't rely on first visitor to warm the cache
WooCommerce images not converting to WebPVerify your host supports the GD or Imagick PHP extension (both required by Imagify/ShortPixel); contact your host if not available

Related Skills

  • @ecommerce-caching
  • @edge-commerce
  • @monitoring-alerting-commerce
  • @responsive-storefront

平台分布

Codex

37.08%
按下载量换算69

Claude

29.99%
按下载量换算56

Cursor

19.24%
按下载量换算36

Gemini CLI

9.62%
按下载量换算18

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

继续浏览同类 Skills