Skill UI

Simulates real beta readers who meet a draft cold and under time pressure: a skim gate, a no-lookahead timed read with quit points, next-day recall, and a trust ledger of the implied author. Reports where the reading broke so authors decide what to fix before publishing.

Measure reference videos into reusable style packs: 3D LUT grades, cut rhythm, stills, overlay plates, and specs for generative models. Use to capture looks, build repeatable grades, and match pacing.