The pipeline generates the cards jointly and attaches them to a head proxy. A color model predicts colors along the cards, while spring-bone chains provide controls for previewing movement and exporting a rigged result.
Character artists can generate several interpretations of the same hairstyle and inspect them before choosing an asset. GLB and VRM exports give them a starting point for downstream editing or use in compatible avatar software.

