Hey PH 👋 I've spent 16 years in design leadership, most recently as managing partner at a design studio and as design unit director at Paribu. Here's the thing about vibe coding platforms. You can screenshot a reference, paste a URL, describe what you want in three paragraphs, and still get output that doesn't look like the thing you pointed at. Not because the AI isn't capable. The prompt just isn't specific enough. These tools are only as good as what you feed them, and "make it look like Linear" isn't a spec. A good prompt for a vibe coding tool needs two things: technical precision (exact colors, type scale, spacing rhythm, shadow system, motion timing) and design direction (what the visual language is actually doing, why it works). Most people can't hand-write either, let alone both. VibeDesign bridges that. One click on any site extracts its tokens and animation patterns, and packages them into a structured prompt for your AI of choice. Design Transformation mode goes further: point it at an inspiration site and a target, get a prompt that blends them. Accounts are live (Google or email), every analysis and prompt syncs to the cloud, and there's a web dashboard to browse and reuse your history across devices. 5 prompts per month free, unlimited when you sign in. Would love honest feedback from designers and design leaders using AI coding tools in real workflows. Which platform gives you the hardest time getting on-brand output?

VibeDesign

Design tokens for vibe coding

Design tokens for vibe coding