vex

Diagnose and repair Vex HyperFrames renders with Scene Program V2, adaptive frame capture, blind/grounded/design critics, typed visual counterexamples, evidence-preserving patch operations, monotonic repair acceptance, and independent final judging. Use when a HyperFrames visual is irrelevant, generic, unreadable, semantically wrong, visually weak, or failing QA.

Direct, implement, debug, or review Vex HyperFrames explainer visuals using evidence-backed semantic contracts, curated blueprints, deterministic HTML motion, and semantic QA. Use for Auto Visuals HyperFrames quality work, new semantic scene families, storyboard or production-contract changes, generated HTML safety, renderer failures, irrelevant or fabricated visuals, template replacement, and HyperFrames skill-pack improvements.