The tool, who it's for, and the one loop it runs on.
The full range of output - and why it stays on-brand.
Real sites built with it, and where to go next.
Real, interactive artifacts - not pictures of screens.
Handed over as context - that's what keeps output on-brand.
It executes; you decide what's right. Priorities remain yours.
Share a workspace - comment, review and refine together, not in silos.
Weighing whether to adopt - you get a clear-eyed case, proof over hype, judged in an afternoon.
Doing the work - hand over your design system, get back clickable prototypes, not static mockups.
A role, not a title - one senior designer or a whole DesignOps team. Whoever keeps the brand consistent.
The output is real, working code - a running head start or a handoff that already works, not a flat comp.
Hand it over as context.
A screen, a deck, any artifact.
A clickable result - not a mockup.
↺ Steps 3-4 loop until it's right.
Tokens of context - a full brief and brand system in view at once.
Text, image, and code handled in a single conversation.
From a blank file to something concrete to react to.
The value isn't raw speed - it's fitting more cycles of judgment into the same afternoon.
















vibes in, generic out
Vibes - “a warm, friendly, rounded feel.” The tool has to guess.
Values - the file on the right. The tool just executes it.
Write your system as concrete values and the output stops looking generic - because it is built from your rules, not a guess.
Share the goal, the audience, and the constraints. Treat it like onboarding a new designer.
Paste examples, screenshots, or brand guidelines. It matches what it can actually see.
React to what it makes. Each round of plain feedback moves it closer to your intent.
A knowledge library for builders
Designed and shipped in Claude Design.