Contra Labs @ CVPR on X: "In Claude Design, your opening prompt decides the ceiling." / X

Source: s=20 Summary: Don’t miss what’s happening Don’t miss what’s happening People on X are the first to know. Log in Sign up See new [Image jpg) Contra Labs @ CVPR [Image 2: format=jpg&name=small) In Claude Design, your opening prompt decides the ceiling. 2 16 153 129K We pulled every prompt five working designers typed into @AnthropicAI 's Claude Design across one luxury landing-page brief. The data points the same direction in every session: the first prompt matters more than the fifteen that follow it. Our first piece on Claude Design tested the output. The tool delivered the first draft fast, then stumbled when designers tried to push it further.

Layout, color, and typography were the consistent failures, and designers settled on 40% in @claudeai, the rest in @figma. This piece moves from output to input. Every prompt was coded for structure and intent. What follows: how five different openings produced five different ceilings, where regression starts, and why one designer wrote sixteen prompts and finished worse than they [Image jpg) Every session reached a moment where the design system was built, the components were generated, and the designer had to type the first thing on a page that didn't exist yet. The tool already had context: a brand, a palette, a component library the designer had just approved.

The brief, reference imagery, and inspiration sat alongside it. What designers typed was the first instruction on top of all of that. Here's how one of them opened their session: > You are a world-class senior designer and visionary architect. Create a complete ultra-luxury desert resort landing page called "Aetheon". Project Overview Aetheon is a visionary, ultra-luxury desert resort concept. Blending monumental, minimalist architecture with the raw, untouched beauty of the desert landscape, Aetheon offers an exclusive sanctuary for privacy, wellness, and bespoke exploration. As a brand-new hospitality venture, you are joining us to define our digital introduction to the world.