Delivery for shipped pages: responsive-image and picture markup, resource-hint and font head tags, cache-header config, and a delivery auditor, against the Core Web Vitals. Part of the Polymathie family.
Findability for shipped pages: a build and SSR-time generator for correct head metadata (title, description, canonical, Open Graph, Twitter cards). Part of the Polymathie family.
DS4AI MCP server: the Design Suite for AI as callable tools, audit a surface across the invisible-correctness axes, plus head, delivery, and palette generators. Part of the Polymathie family.
The umbrella for the invisible-correctness layer: names the axes, routes each to a Polymathie primitive, and ships a machine-readable family manifest and a conformance auditor. Part of the Polymathie family.
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