Inspiration

For solo builders, they can ship features fast, but branding slows them down. If you’re not a designer, it’s hard to turn “I like this vibe” into a consistent system.

We have both designers and developers in the team, and we want to solve the problem for all product builders from non-designer background.

What it does

Vibranding is a branding agent for product builders. You drop a few references (links/screenshots), and it generates a usable design system, including colors, type, components, landing direction, plus a slide deck and files you can plug straight into vibe coding.

How we built it

We made a simple web flow: describe the product, add references of website styles you like, then the agent outputs structured tokens.

How we collaborate and debug - Usage of Macroscope

We encountered a lot of conflicts during the vibe coding collaboration process. We used Macroscope to correct mistakes, debug, assign the reviewer, and helps us write PR for different commits. We identified and resolved HTTP/HTTPS protocol mismatch during PR process using Marcoscope analysis, enabling proper secure communication between frontend and backend services.

Challenges

Turning “vibe” into real rules, keeping outputs consistent, and making it fast without feeling like a black box.

Accomplishments

End-to-end from references → design system → deck + dev-ready files, with a clean step-by-step loading flow.

What we learned

People don’t want more choices, they want fewer decisions. Trust goes up when the system explains itself and stays consistent.

What’s next

Editing + regeneration, better website style extraction, and more exports like Tailwind/CSS variables + component snippets.

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