Context

Outfits.bio helps users discover and share outfits with a link-in-bio style presence. The outfits-bio GitHub org contains the main app, a Turbo monorepo, open-source color-matching technology, and background-removal tooling.

The problem

Fashion social products need fast visual discovery, reliable media processing, and social loops that feel native on mobile, without a heavyweight content moderation stack blocking iteration.

How we approached it

We used the T3 Stack for the primary app (Next.js, NextAuth, Prisma, Tailwind, tRPC), a Turbo repo for shared packages, rbcm for color-similarity recommendations, and rmbg (InSPyReNet-based) for background removal. Expo and Swift PWA repos cover mobile experiments and distribution.

What shipped

  • outfits-bio/app: main social product
  • outfits-bio/outfitsbio-turbo: monorepo tooling
  • outfits-bio/rbcm: open-source color matching
  • outfits-bio/rmbg: background removal package
  • outfits-bio/expo: mobile exploration

Outcomes

  • AI-powered outfit recommendations via color similarity pipeline
  • Reusable open-source modules (rbcm, rmbg) usable beyond the main app
  • Social sharing and wardrobe management in a single brand surface
  • Roadmap for mobile return with try-on and shopping features

Stack

  • Next.js
  • TypeScript
  • tRPC
  • Prisma
  • Tailwind CSS
  • Turborepo
  • Expo
  • Bun
  • node-vibrant
  • colorjs.io

Public repositories