amcs-style-generator

Style generation converts SDS style preferences into a validated specification that respects blueprint constraints, resolves tag conflicts using first-seen-wins logic, clamps tempo to blueprint ranges, and produces a SHA-256 provenance hash for the final output.

Blueprint-compliant style enforces tempo ranges, default values, tag priorities, and instrumentation limits defined in your blueprint. The style generator validates against these constraints before outputting the specification.

Tag conflicts use a first-seen-wins strategy, where the first occurrence of a tag is retained and conflicting duplicates are eliminated, ensuring a clean, non-contradictory style specification.

Yes, the style generator restricts instrumentation to a maximum of 3 items while applying blueprint defaults and ensuring all selections comply with your specified constraints.

Provide SDS style preferences and a plan output from the AMCS workflow. The generator validates tempo, resolves tags, and applies blueprint constraints to produce a deterministic style specification.

The hash provides deterministic versioning and traceability of the final style specification, allowing you to verify that the exact same preferences and constraints always generate identical output.