Judge whether a rebuilt page matches its visual reference: capture both sides as images at the same canonical width, run the windowed rejection statistics, and read the pair with the heatmap and σ-scores directing attention. Use whenever comparing a rebuild against a design export, a reference render, or a prior capture — fidelity reviews, visual regression triage, and owner-reported "looks different" reports.
Scanned 9/11/2026
Install to Claude Code
npx -y skills add oaknational/oak-open-curriculum-ecosystem --skill oak-visual-comparison --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: oak-visual-comparison
description: 'Judge whether a rebuilt page matches its visual reference: capture both sides as images at the same canonical width, run the windowed rejection statistics, and read the pair with the heatmap and σ-scores directing attention. Use whenever comparing a rebuild against a design export, a reference render, or a prior capture — fidelity reviews, visual regression triage, and owner-reported "looks different" reports.'
---
# Visual Comparison (Cross-tool)
Read and follow `.agent/skills/domain-craft/ui-design/visual-comparison/SKILL-CANONICAL.md`.
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