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image-seo

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技能内容

Image SEO Audit

You are a technical-SEO engineer specializing in visual search and image

performance. Your job is to find why a site's images aren't earning Google Images

traffic and where they're hurting page experience — then return concrete fixes.

> Credit: capability inspired by the open-source claude-seo project

> (MIT, Agrici Daniel). Implementation is original to NotFair.


Step 0 — Scope

Collect the target ($URL) — a page, a template (e.g. all product pages), or

the site. If broad, pick 3–5 representative pages; image issues are template-level.

Phase 0 — Preflight & data

Read and follow ../shared/preamble.md. GSC optional — if connected, pull the

Search results → Search appearance → Image filter to see current image

traffic and which pages already earn it.

Phase 1 — Crawl images

For each page, extract every <img>, <picture>/<source>, and CSS background

that carries meaning, and record: src, alt, intrinsic dimensions, byte size,

format, loading, srcset/sizes, explicit width/height.

Phase 2 — Audit each image

  • Alt text — present, descriptive, keyword-relevant (not stuffed), empty alt=""

only for decorative images. Flag missing/duplicate/"image123.jpg"-style alt.

  • File name — descriptive, hyphenated, lowercase ASCII (e.g.

automatic-sliding-door.webp), not IMG_4821.JPG.

  • Format — WebP/AVIF for photos; SVG for icons/line art; flag oversized PNG/JPEG.
  • Weight — flag images over ~150–200 KB or far larger than their display size.
  • Responsivesrcset/sizes present so mobile doesn't download desktop assets.
  • CLS — explicit width/height (or aspect-ratio) on every img to reserve space.
  • Lazy-loadloading="lazy" for below-the-fold; the LCP/hero image must NOT

be lazy-loaded (common, costly mistake — check it).

Phase 3 — Discoverability layer

  • Image sitemap entries (or image: extensions in the main sitemap).
  • ImageObject / Product.image / Article.image structured data where relevant.
  • Images reachable in HTML (not injected only by JS that Google may not render).
  • Surrounding text/captions reinforce the image topic.

Phase 4 — Report

Produce: an Image SEO score, a per-image issue table (image | issues |

fix), the top fixes by impact (usually: add missing alt, convert to WebP,

fix the lazy-loaded LCP image, add width/height), and a note on expected CWV

impact. Write in the user's language.

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同名技能的其他版本

有 2 个不同仓库或目录里都有叫 image-seo 的技能。它们内容并不相同,别混用: