Atlas / Skills / agricidaniel / Seo Images

Seo ImagesSAFE

skills/agricidaniel/seo-images

Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting. 9 optional extensions for l

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
2.4.2
Hosts
—
License
MIT
Stars
18,446
01

Overview

Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting. 9 optional extensions for l

Read from source at commit ac7bc2811712OBSERVED · 2026-10-07
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: seo-images
description: >
  Image optimization analysis for SEO and performance. Checks alt text, file
  sizes, formats, responsive images, lazy loading, CLS prevention, image SERP
  rankings (via DataForSEO), and image file optimization (WebP/AVIF conversion,
  IPTC/XMP metadata injection). Use when user says "image optimization",
  "alt text", "image SEO", "image size", "image audit", "optimize images",
  "image metadata", "image SERP", "convert to webp", or "image file optimize".
user-invocable: true
argument-hint: "[url]"
license: MIT
metadata:
  author: AgriciDaniel
  version: "2.4.2"
  category: seo
---

# Image Optimization Analysis

## Checks

### Alt Text
- Present on all `<img>` elements (except decorative: `role="presentation"`)
- Descriptive: describes the image content, not "image.jpg" or "photo"
- Includes relevant keywords where natural, not keyword-stuffed
- Length: 10-125 characters

**Good examples:**
- "Professional plumber repairing kitchen sink faucet"
- "Red 2024 Toyota Camry sedan front view"
- "Team meeting in modern office conference room"

**Bad examples:**
- "image.jpg" (filename, not description)
- "plumber plumbing plumber services" (keyword stuffing)
- "Click here" (not descriptive)

### File Size

**Tiered thresholds by image category:**

| Image Category | Target | Warning | Critical |
|----------------|--------|---------|----------|
| Thumbnails | < 50KB | > 100KB | > 200KB |
| Content images | < 100KB | > 200KB | > 500KB |
| Hero/banner images | < 200KB | > 300KB | > 700KB |

Recommend compression to target thresholds where possible without quality loss.

### Format
| Format | Browser Support | Use Case |
|--------|-----------------|----------|
| WebP | 97%+ | Default recommendation |
| AVIF | 92%+ | Best compression, newer |
| JPEG | 100% | Fallback for photos |
| PNG | 100% | Graphics with transparency |
| SVG | 100% | Icons, logos, illustrations |

Recommend WebP/AVIF over JPEG/PNG. Check for `<picture>` element with format fallbacks.

#### Recommended `<picture>` Element Pattern

Use progressive enhancement with the most efficient format first:

```html
<picture>
  <source srcset="image.avif" type="image/avif">
  <source srcset="image.webp" type="image/webp">
  <img src="image.jpg" alt="Descriptive alt text" width="800" height="600" loading="lazy" decoding="async">
</picture>
```

The browser will use the first supported format. Global browser support (caniuse.com, checked 2026-09-28): AVIF about 95.4%, WebP about 96.8%. Re-check caniuse before quoting.

#### JPEG XL: Emerging Format

Third-party reporting and Wikipedia describe a Rust-based JPEG XL decoder as shipped in Chrome 145 stable (2026-02-10) behind the `chrome://flags/#enable-jxl-image-format` flag, not enabled by default; no Google-owned confirmation was retrieved in the fact pack. Because default support is not confirmed, it is not yet practical for production web delivery. Keep serving AVIF/WebP with JPEG fallback and monitor.

### Responsive Images
- `srcset` attribute for multiple sizes
- `sizes` attribute matching layout breakpoints
- Appropriate resolution for device pixel ratios

```html
<img
  src="image-800.jpg"
  srcset="image-400.jpg 400w, image-800.jpg 800w, image-1200.jpg 1200w"
  sizes="(max-width: 600px) 400px, (max-width: 1200px) 800px, 1200px"
  alt="Description"
>
```

### Lazy Loading
- `loading="lazy"` on below-fold images
- Do NOT lazy-load above-fold/hero images (hurts LCP)
- Check for native vs JavaScript-based lazy loading

```html
<!-- Below fold - lazy load -->
<img src="photo.jpg" loading="lazy" alt="Description">

<!-- Above fold - eager load (default) -->
<img src="hero.jpg" alt="Hero image">
```

#### Detected lazy-loader methods (`lazy_method` field)

`"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run parse_html.py` classifies each image's lazy-loading mechanism via the
`lazy_method` field on every image entry. Five values:

| `lazy_method` | Signal detected | Common stack |
|---|---|---|
| `native` | `loading="lazy"` HTML attribute | Modern browsers, plain HTML |
| `perfmatters` | `data-perfmatters-src`/`-srcset` OR class `perfmatters-lazy` | WordPress + Perfmatters plugin |
| `ewww` | `data-ewww-src` / `data-eio` OR class `lazyload-eio` | WordPress + EWWW Image Optimizer |
| `js-generic` | `data-src` / `data-lazy-src` / `data-original` / `data-srcset` OR class `lazyload`/`lazyloaded`/`lazy` | Lazysizes, vanilla-lazyload, jQuery plugins |
| `none` | Neither attribute nor class signal | Page is not lazy-loading this image |

When auditing image SEO, report `lazy_method` alongside `loading` so users know
whether their site is using a JS-driven lazy-loader (in which case the native
`loading="lazy"` attribute is intentionally absent, that is not a regression).

### `fetchpriority="high"` for LCP Images

Add `fetchpriority="high"` to your hero/LCP image to prioritize its download in the browser's network queue:

```html
<img src="hero.webp" fetchpriority="high" alt="Hero image description" width="1200" height="630">
```

**Critical:** Do NOT lazy-load above-the-fold/LCP images. Using `loading="lazy"` on LCP images directly harms LCP scores. Reserve `loading="lazy"` for below-the-fold images only.

### `decoding="async"` for Non-LCP Images

Add `decoding="async"` to non-LCP images to prevent image decoding from blocking the main thread:

```html
<img src="photo.webp" alt="Description" width="600" height="400" loading="lazy" decoding="async">
```

### CLS Prevention
- `width` and `height` attributes set on all `<img>` elements
- `aspect-ratio` CSS as alternative
- Flag images without dimensions

```html
<!-- Good - dimensions set -->
<img src="photo.jpg" width="800" height="600" alt="Description">

<!-- Good - CSS aspect ratio -->
<img src="photo.jpg" style="aspect-ratio: 4/3" alt="Description">

<!-- Bad - no dimensions -->
<img src="photo.jpg" alt="Description">
```

### File Names
- Descriptive: `blue-running-shoes.webp` not `IMG_1234.jpg`
- Hyphenated, l
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha ac7bc2811712full audit observations/trust-audit/skill/agricidaniel__seo-images.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-07ac7bc2811712SAFEB89first audit
05

Questions

What does the Seo Images skill do?

Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting. 9 optional extensions for l

Is Seo Images safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Seo Images access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (ac7bc2811712), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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