sage-outfit

byJeffry

πŸš€ APP NAME FitMatch (final choice) 🎯 CORE IDEA A 1-tap outfit decision app that: Removes confusion Gives 2 perfect options instantly Feels fast, personal, and addictive 🧱 FULL APP STRUCTURE 🏠 HOME SCREEN Big primary button: β€œPick My Outfit” Two sections: πŸ‘” MEN πŸ‘— WOMEN Small streak counter (πŸ”₯ 3 Day Style Streak) ⚑ β€œPICK MY OUTFIT” FLOW Input (auto/minimal): Occasion: Casual / Office / Party Weather: Hot / Normal / Cold Output: Show 2 outfit cards instantly Each card includes: Top + Bottom combo Style tag 1-line reason πŸ‘” MEN SECTION OPTION 1: Match My Clothes User selects: Shirt OR Pant LOGIC: If shirt selected: Suggest 2 pants If pant selected: Suggest 2 shirts RULES: White shirt β†’ anything works (safe default) Light colors β†’ dark bottoms Dark colors β†’ light/neutral bottoms Printed β†’ plain bottom only OPTION 2: Ready Combos Return exactly 2 outfits Examples: Navy shirt + Grey trousers β†’ Smart casual Black shirt + Khaki chinos β†’ Clean contrast πŸ‘— WOMEN SECTION OPTION 1: Match My Outfit User selects: Top OR Bottom LOGIC: Same as men, but softer palettes allowed Rules: Pastel + White = safe combo Black top = universal match Floral = pair with solid neutral OPTION 2: Ready Combos Return 2 outfits Examples: White top + Blue jeans β†’ Casual clean Pink top + White pants β†’ Soft aesthetic 🧠 CORE COLOR ENGINE (IMPORTANT) NEUTRAL COLORS: White, Black, Grey, Beige, Navy SAFE MATCH FORMULA: Neutral + Bold Light + Dark Same tone (monochrome) AVOID: Bright + bright clash Too many colors 🎨 UI DESIGN (HIGH RETENTION) STYLE: Background: White / Light grey Text: Black / Dark grey Accent: Navy blue CARD DESIGN: Each outfit card: Rounded corners Shadow Large outfit text Small reason text ✨ ANIMATIONS (VERY IMPORTANT) Cards fade-in (0.3s) Swipe left/right β†’ smooth slide Save button β†’ heart pop animation Button tap β†’ slight scale down ❀️ SAVE SYSTEM User can: Save outfit System stores: Color preferences Style type RESULT: Next suggestions become personalized πŸ”₯ STREAK SYSTEM Track daily use Show: β€œπŸ”₯ 5 Day Style Streak” Reward ideas: Unlock premium combos Show β€œPro Picks” ⚑ SPEED RULE (CRITICAL) Output must appear in under 2 seconds No loading screens Use pre-built combo database 🧩 DATA STRUCTURE (USE THIS) TABLE: OUTFITS Gender Top Bottom Style Occasion Men White Shirt Black Pants Formal Office Men Navy Shirt Grey Pants Casual Daily Women Pink Top White Pants Casual Daily TABLE: MATCH RULES Input Match1 Match2 White Shirt Black Pants Blue Jeans Black Shirt Grey Pants Khaki Chinos 🎯 FINAL LOGIC PROMPT (USE DIRECTLY) Writing Create a fast, highly engaging outfit recommendation system. STRUCTURE: Categories: Men and Women Each has: Match My Clothes Ready Outfit Combos OUTPUT RULE: Always return exactly 2 outfit options Each option must include: Top + Bottom combination Style tag 1 short reason MATCH LOGIC: If user selects top β†’ suggest 2 bottoms If user selects bottom β†’ suggest 2 tops Use safe combinations: Neutral + bold Light + dark Monochrome tones READY COMBOS: Show 2 complete outfits Keep them simple and realistic TODAY FEATURE: Add β€œPick My Outfit” button Instantly generate 2 outfits based on: Occasion Weather User preferences PERSONALIZATION: Track saved outfits Prioritize similar styles in future results UI: Card layout Smooth fade-in animation Swipe navigation Save button with animation ENGAGEMENT: Daily streak counter Quick reward messages Fast interaction with no delay 🧨 FINAL EDGE (WHY THIS WILL WIN) No confusion β†’ just 2 answers Feels like a tool, not inspiration Works in 1 tap Learns user taste Builds daily habit If you follow this exactly, you’re not building just another fashion appβ€”you’re building a daily decision engine people rely on.

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Architecture

Service Dependenciesv1
External
Storage
LiteLLM Gateway :4000
Backend :7011
Frontend :7012
Client
Azure OpenAI
MariaDB :3306
PostgreSQL :5432
Redis :6379
LiteLLM
FastAPI Server
React App
Browser
Home design preview
Admin Login: Sign In
Dashboard: View Metrics
Outfit Database: Manage Outfits
Outfit Database: Add Outfit
Match Rules: Update Rules
Color Engine: Configure Logic