smithery.ai

epub-visual-auditor

Run and interpret visual QA pipeline for EPUB XHTML files. Use when user asks about layout, screenshots, visual issues, or rendering problems in REBRANDED_OUTPUT.

First seen Mar 23, 2026

Installation

$ npx skills add https://smithery.ai

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 4,901 B
  • docs SUMMARY.md 189 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

EPUB Visual Auditor Skill

Purpose

Run the comprehensive visual QA pipeline to detect layout, typography, and rendering issues across all 44 chapter XHTML files in REBRANDED_OUTPUT/. Generate screenshots, analyze computed styles, and produce actionable reports.

When to Invoke

  • User asks about visual layout or rendering issues
  • User requests screenshot comparison across viewports
  • User wants to verify chapter formatting consistency
  • User needs a visual audit before publication
  • User mentions "how does chapter X look" or "check the layout"

Workflow

Step 1: Discover Targets

python3 scripts/find_44_targets.py \
  --opf REBRANDED_OUTPUT/content.opf \
  --out docs/REBRANDED_VISUAL_AUDIT.json

What it does:

  • Parses content.opf spine to extract exactly 44 chapter files in reading order
  • Creates initial JSON report with file paths and metadata
  • Records selection strategy and any ambiguities

Expected output:

  • docs/REBRANDEDVISUALAUDIT.json with 44 entries

Step 2: Visual Review

python3 scripts/visual_review.py \
  --root REBRANDED_OUTPUT \
  --targets docs/REBRANDED_VISUAL_AUDIT.json \
  --screenshots-dir docs/screenshots \
  --gallery docs/gallery/index.html

What it does:

  • Launches headless Chromium via Playwright
  • Renders each XHTML at two viewports: 768x1024 and 1080x1440
  • Captures screenshots:

- Title/top-of-document view - Worksheets/interactive content - Complex layouts (tables, figures, multi-column)

  • Computes style samples for h1–h3, paragraphs, lists, images
  • Detects layout issues:

- Missing fonts, suspicious fallbacks - Text/image overflow or clipping - Images exceeding viewport width - Heading hierarchy violations - Accessibility issues (alt text, contrast, ARIA)

Expected output:

  • docs/screenshots/{basename}/title_768x1024.png (and 1080x1440 variant)
  • docs/screenshots/{basename}/worksheets768x1024p1.png (if applicable)
  • docs/screenshots/{basename}/complex768x1024p1.png (if applicable)
  • Updated JSON with computedstylesamples, issues, screenshots arrays
  • docs/REBRANDEDVISUALAUDIT.md with 44-row summary table

Step 3: Interpret Results

After visual review completes:

  1. Read the markdown summary:

``bash cat docs/REBRANDEDVISUALAUDIT.md ``

  1. Check for failures:

- Look for chapters with "FAIL" verdict - Review key issues column for recurring problems

  1. Inspect JSON for details:

``bash jq '.files[] | select(.issues | length > 0)' docs/REBRANDEDVISUALAUDIT.json ``

  1. View screenshots in gallery:

- Open docs/gallery/index.html in browser - Use keyboard navigation to compare viewports

  1. Summarize findings for user:

- Report total PASS vs FAIL count - Highlight top 3-5 recurring issues - Recommend specific CSS or XHTML fixes - Link to affected chapter line numbers when possible

Example Invocation

User: "Can you check if the chapter layouts look good on tablets?"

Agent response:

  1. Run Step 1 (discover targets)
  2. Run Step 2 (visual review)
  3. Wait for completion
  4. Read results and provide summary:
Visual QA Complete: 44 chapters analyzed
- PASS: 41 chapters
- FAIL: 3 chapters (issues detected)

Common issues found:
1. Chapter IX: Heading hierarchy skip (h1 → h3 without h2) - Line 47
2. Chapter XV: Image overflow on 768px viewport - Line 203
3. Multiple chapters: Missing alt text on decorative images

Recommended fixes:
- Insert missing h2 in Chapter IX
- Add max-width: 100% to image styles
- Add alt="" role="presentation" to decorative images

View full report: docs/REBRANDED_VISUAL_AUDIT.md
Gallery: docs/gallery/index.html

Capabilities

  • ✅ Render XHTML with local CSS (no network requests)
  • ✅ Capture screenshots at 2 viewport sizes
  • ✅ Detect overflow, clipping, font issues
  • ✅ Validate heading hierarchy
  • ✅ Check image alt text presence
  • ✅ Compute style samples for typography analysis
  • ✅ Generate interactive screenshot gallery
  • ❌ Does NOT modify XHTML or CSS files automatically
  • ❌ Does NOT fix issues (only reports them)

Integration with Other Skills

Pair with:

  • css-diagnostics - After visual audit, analyze CSS coverage for unused rules
  • pdf-parity-checker - Verify XHTML rendering matches POD PDFs
  • epub-publication-validator - Run EPUBCheck after fixing visual issues

Notes

  • First run may take 2-3 minutes (Playwright downloads Chromium if needed)
  • Subsequent runs are faster (~30 seconds for 44 files)
  • Screenshots are cached; delete docs/screenshots/ to regenerate
  • Gallery requires modern browser (Chrome, Firefox, Safari)