Engine architecture · v3

Fixed judgment.
Multiple design languages.

StyleSeed no longer treats a Toss-like product aesthetic as the answer to every result. It selects the functional grammar the artifact needs, or compiles one from the user’s references, then hands it to the right renderer.

Core judgment

Non-negotiable coherence, hierarchy, semantics, accessibility, and task fitness.

Output grammar

Consumer service, operations, technical, editorial, commerce, institutional, marketing, or sequential story.

Surface adapter

Web/mobile, carousel, slide deck, document/report, or single-frame renderer contract.

Reference compiler

Turns screenshots, URLs, Figma exports, or an existing UI into a local grammar with evidence and confidence.

Build method

Composes grammar × surface × domain × artifact × optional style profile × bounded lock.

Auxiliary gates

Code scoring finds structural drift; pixel verification catches what only appears after rendering.

Reference → grammar

Give it references StyleSeed has never seen.

/ss-reference observes and measures the visible system, resolves contradictions, records evidence and confidence, compiles tokens and anti-patterns, then proves transfer on a screen or artifact absent from the source set.

Read the technical document

Fixed judgment.Multiple design languages.