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Everyn

dressed like you meant it

Everyn is an Android app that helps people build outfits from their wardrobe. Add items via product links, get AI-powered outfit suggestions, and discover missing pieces — filtered by material and budget.


Features

  • Link-based item import — paste any product URL and Everyn scrapes the name, price, material, color, and brand automatically
  • Wardrobe management — browse and filter your items by material and budget
  • Outfit builder — tap pieces to assemble looks, with live AI match scoring and total cost
  • Smart search — describe what you're missing in natural language; results are personalized to your wardrobe gaps
  • AI outfit ideas — Claude-powered combinations scored by compatibility, with style commentary
  • Style preferences — set preferred materials, budget range, and style vibe to personalize all AI features

Tech Stack

Layer Technology
Mobile Kotlin + Jetpack Compose
Architecture MVVM + Clean Architecture
Navigation Jetpack Navigation Component
Networking Retrofit + OkHttp
Local DB Room (wardrobe items, saved outfits)
Remote DB Supabase (user accounts, sync)
AI Claude API (outfit scoring, NL search, gap analysis)
Link scraping Backend via Playwright/Puppeteer
Backend Node.js or FastAPI
Auth Supabase Auth
Image loading Coil

Project Structure

everyn/
├── app/
│   └── src/main/
│       ├── java/com/everyn/
│       │   ├── data/
│       │   │   ├── local/          # Room database, DAOs, entities
│       │   │   ├── remote/         # API services, Supabase client
│       │   │   └── repository/     # Repository implementations
│       │   ├── domain/
│       │   │   ├── model/          # WardrobeItem, Outfit, UserPrefs
│       │   │   └── usecase/        # Business logic
│       │   └── ui/
│       │       ├── wardrobe/       # Wardrobe screen + item detail sheet
│       │       ├── build/          # Outfit builder screen
│       │       ├── search/         # Search & discovery screen
│       │       ├── ideas/          # AI ideas screen
│       │       ├── profile/        # Profile & preferences
│       │       ├── onboarding/     # Splash + onboarding flow
│       │       └── theme/          # Design tokens, colors, typography
│       └── res/
├── backend/
│   ├── scraper/                    # Product link scraping service
│   └── api/                        # REST endpoints
└── README.md

Design System

Colors

Token Hex Usage
bg/base #080706 App background
bg/surface #201D1A Cards, panels
bg/raised #2A2520 Elevated surfaces
border/default #353028 All borders
accent/gold #C9A050 Primary accent, CTAs
accent/gold-bright #E2B96A Active states, highlights
accent/burgundy #8B1A34 Secondary accent
text/primary #F4EDE0 Headings, key info
text/secondary #A89880 Body text
text/dim #6B5C48 Labels, metadata

Typography

Role Font Weight Size
Display / headings Cormorant Garamond Light 300 28–52sp
Card titles Cormorant Garamond Regular 400 14–20sp
Body Outfit Light 300 13–14sp
Labels / ALL CAPS Outfit Medium 500 9–11sp
Prices Outfit Regular 400 12–14sp

Both fonts are available via Google Fonts. Add to res/font/ or use the Downloadable Fonts API.

Spacing — 8pt grid: 4, 8, 12, 16, 20, 28, 36, 48dp

Corner radius — Tags: 4dp · Inputs: 8dp · Cards: 14dp · Panels: 20dp · Pills/CTAs: 100dp


Screens

ID Screen Nav Tab
S-01 Splash / Launch
S-02 Onboarding Step 1
S-03 Onboarding Step 4
S-04 Wardrobe (Home) ◫ Wardrobe
S-05 Item Detail (Bottom Sheet) ◫ Wardrobe
S-06 Build Outfit ⊕ Build
S-07 Search & Discover ⌖ Search
S-08 AI Outfit Ideas ✦ Ideas
S-09 Profile & Preferences ○ Profile

AI Integration (Claude API)

Three main AI touchpoints, all via the Anthropic Claude API:

1. Outfit Scoring When a user assembles pieces in the Build screen, the app sends item metadata (material, color, type, brand) to the Claude API and returns a compatibility score (0–100) plus a one-line style note.

2. Gap Analysis / Smart Search On the Search screen, the user's natural language query plus their wardrobe contents are sent to Claude. It identifies missing categories, recommends materials, and suggests items to look for.

3. Idea Generation The Ideas screen sends the full wardrobe inventory to Claude, which returns 3–6 outfit combinations with names, vibes, scores, and style commentary.

Suggested Claude model: claude-sonnet-4-6


Link Scraping Service

The backend scraping service accepts a product URL and returns structured item data. Run it as a microservice alongside the main API.

Input: { "url": "https://..." }

Output:

{
  "name": "Slim Trousers",
  "brand": "Arket",
  "price": 120,
  "currency": "USD",
  "material": "100% Cotton",
  "color": "Dark Navy",
  "category": "bottom",
  "imageUrl": "https://...",
  "sourceUrl": "https://..."
}

Libraries: Playwright (JS) or Playwright + BeautifulSoup (Python). For robustness, fall back to an LLM parse of raw HTML when structured selectors fail.


Getting Started

Prerequisites

  • Android Studio Hedgehog or later
  • JDK 17+
  • Android SDK 34 (target), SDK 26 (min)
  • Node.js 18+ (for backend)
  • A Supabase project
  • An Anthropic API key

Setup

# Clone the repo
git clone https://github.com/your-username/everyn.git
cd everyn

# Backend setup
cd backend
npm install
cp .env.example .env
# Fill in ANTHROPIC_API_KEY and SUPABASE_URL/KEY in .env
npm run dev

# Android
# Open /app in Android Studio
# Add to local.properties:
SUPABASE_URL=https://your-project.supabase.co
SUPABASE_ANON_KEY=your-anon-key
ANTHROPIC_API_KEY=your-api-key   # route through backend, don't expose in app

Note: Never embed the Anthropic API key directly in the Android app. All Claude API calls should be proxied through your backend.


Slogan Options

Slogan Tone
dressed like you meant it ← recommended Confident, universal
luxury is knowing what to wear Aspirational, inclusive
your closet has been lying to you Bold, social-ready
wear it like it's yours Empowering

Roadmap

  • Core wardrobe CRUD + Room DB
  • Link scraper microservice
  • Wardrobe screen with filters
  • Build outfit screen with AI scoring
  • Search screen with NL query
  • AI Ideas screen
  • Onboarding flow
  • Profile + style preferences
  • Supabase sync + auth
  • App icon + splash screen
  • Play Store release

License

Private — all rights reserved.

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