Replacing the 8 static screenshots in the large “Study tools” cell with tiny looping illustrations — themeable, responsive, no baked-in macOS chrome. Same playbook as the science cell: prototype idea + motion + copy here, then decide native-SwiftUI vs webview and build for real. Doing the tools one by one — this is AutoCode.
Copy: “Let AutoCode propose tags across every quote — you Accept or Deny.” · link AI helps tag →. Sequence: the quote types out (LLM/fast-human) → the Satisfaction sentiment + a proposed code flash in → the [✗ ✓] action pill is offered → accept is clicked, the code goes solid (accept-flash). Tag + card CSS are the shipped classes; the final frame is a real blockquote.quote-card.
p1 · Participant and the Satisfaction sentiment settle first — AutoCode’s contribution is the code, so it flashes in proposed (dashed, pulsing, real .badge-proposed), offers the real [✗ ✓] pill, and on accept solidifies with the real badge-accept-flash.QUOTES.+ pulse when the code lands? Show the deny path occasionally, or always accept? Stream both cards stacked in the big cell vs cycle one?The human counterpart to AutoCode. Two groups build by hand — title + description + codes typed via the real + → type → commit flow — one at a time, then slide away. A/B homepage trial = a designed experiment; Switching costs = a commercial dive from the brief (the participant uses a rival). Auto-coding can’t originate either: it wasn’t in the room when the research purpose was set. Group colours are the real codebook OKLCH sets (ux 250 / opp 75).
+ → type → commit → chip (real tag-input + .badge-user), in the group’s real codebook colour.Each replaces one screenshot. Concept seeds (react as we go); we lock a shared visual grammar on AutoCode and hold the rest to it.
How it plugs in. Each animation replaces the image: screenshot inside a studyTools slot (WelcomeHomeView.swift), rendered by the SlotRotator one item at a time. Freezes to a legible still under prefers-reduced-motion. Build target per tool is a later call: native SwiftUI for pure design-system chrome, webview for bespoke motion — the split the science cell landed on.