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+# Visual-conformance evaluation
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+This suite evaluates `visual-engineering` through the complete reference-to-render path. The reference PNG is attached to the root evaluation run. The visual analyst must inspect it, the text-only implementer receives textual criteria, and the visual verifier must receive both the original and the generated `actual.png`.
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+`render_preview.py` is a deterministic standard-library preview renderer, so the fixture needs no browser or third-party package. It is intentionally a coarse rendering oracle: semantic HTML, responsive CSS, accessibility, and visual judgment remain separate validation responsibilities.
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+Reference asset prompt used with the image-generation skill: “Create a polished dark-mode SaaS inventory dashboard at desktop resolution, with a left navigation rail, page header, three KPI cards, a blue inventory trend line chart, and a recent activity panel; crisp product UI, restrained navy palette, electric-blue accent, no logos.”