SAMPLE CLOSET FOR NEW USERS Try the app instantly with a ready-made demo closet, then switch over to your own items whenever you're ready. LIGHT MODE Switch between Light and Dark themes in Settings — previously the app was locked to Dark. GUIDED FEATURE TOUR A quick, skippable walkthrough of key screens on first launch to help new users get oriented.

OUTFIT OF THE DAY Open the app and get a fresh outfit suggestion — a top + bottom pairing pulled from your own closet. Shuffle for a new combo, thumbs-up or thumbs-down to teach it your taste (disliked pairings won't come back), and save any look to your collection with one tap. Tap either piece to see its details. Your current outfit sticks around even when you switch tabs. SAVED LOOKS GALLERY Browse all your saved looks in a full-screen gallery. Search by name or by the pieces in a look, view details, or create new looks — all from one place. TRIAL SYSTEM Trials replace Challenges with a smarter workflow. Start a trial and your keep-or-declutter decision locks for 14 days, giving you time to actually wear the suggestions. Two ways to style: "Style with AI" for text-based ideas, or "Mix & match from my closet" to auto-build outfit pairings from items you own — pick an occasion and mood, then preview with item thumbnails. Completed trials stay visible in a Resolved section so you can track your decisions. Start a trial on any item from the Declutter screen with the new item picker. ITEM DETAIL SHEET Tap any item thumbnail — in the outfit generator, saved looks, planner, or trials — to see a quick detail overlay with the full image, name, color, category, and location. Improvements: EXPANDED CLOTHING CATEGORIES - Bottoms now include Chinos, Cargo Pants, Wide Leg Pants, Palazzo Pants, Capri Pants, Joggers / Sweatpants, Bermuda Shorts, Athletic Shorts, Culottes, Skort, and Swim Trunks / Bikini Bottom - Materials updated with Jersey, Taffeta, Canvas, and Rubber SMARTER AI & OUTFIT GENERATION - Secondary color detection is stricter — only flags a second color when it covers ~30%+ of the fabric, ignoring logos, hardware, shadows, and backgrounds - Items without occasion tags are now treated as versatile instead of excluded from outfit suggestions - More outfit variety with up to 10 suggestions per occasion DARK MODE SUPPORT - Closet view, item cards, detail modals, pagination, edit forms, and buttons now fully respect your theme setting BETTER DECLUTTER EXPERIENCE - Bulk delete now shows a confirmation step before removing items - Cleaner item cards showing just the name and time-ago - Active trial count badge on the Declutter header - Marketplace URLs (Shopee, Lazada, TikTok Shop, etc.) now show a clear warning instead of failing silently Bug Fixes: - Outfit of the Day no longer resets when switching tabs - Delete confirmation properly resets when clearing a selection - Completed trials stay visible in the Resolved section instead of disappearing - Starting a trial on the same item twice no longer creates duplicates - Toast notifications now appear above modals and overlays - Planner state resets correctly when navigating via the bottom bar - Trial back button now navigates to Declutter instead of the closet This update introduces daily outfit inspiration, a revamped trial system for smarter decluttering decisions, and improved dark mode support across the app.

### New Features - **Body-Aware Scoring** — FITS now rates every item on three axes: **Fit** (flatters your body), **Versatility** (mixes with your closet), and **Mileage** (actually worn). Items are classified into five tiers: Star, Go-to, Hidden Gem, Situational, and Reconsider. Scores surface ambiently across existing screens — no new tab needed. - **Body Profile Builder** — Shape a live parametric avatar with sliders for shoulders, bust, waist, hips, height, and leg length. Quick-start presets (Hourglass, Pear, Rectangle, Inverted Triangle, Apple) get you going in seconds. A shape-confirmation step ensures accuracy before scoring begins. - **Photo Body Estimation (P3)** — Tap "Scan with a photo" to let AI estimate your shape from a selfie. The image is analyzed in memory and never stored. Sliders pre-fill so you can fine-tune and confirm. - **Undertone & Colour Scoring** — Select your skin undertone (warm, cool, neutral) with an optional jewelry/vein quiz if you're unsure. Items are now scored on colour harmony with your personal palette and contrast level. - **Texture & Drape Fit** — Build selection (petite, average, athletic, curvy, plus) feeds into texture and drape scoring. Structured fabrics, flowy drapes, and pattern scales are now evaluated against your frame. - **"Should I Buy It?" Purchase Guide** — Describe an item you're considering and get an instant verdict: Strong Buy, Statement Piece, Versatile Workhorse, Mid-tier, or Pass. Includes Fit and Versatility scores, rationale, and a dupe check against your existing closet. Color swatch preview included. - **Smart Declutter** — Declutter recommendations now use the Reconsider tier instead of naive "unworn 90 days" logic. Stars and Hidden Gems are protected from declutter suggestions. - **Score-Weighted Suggestions** — AI outfit suggestions now favor Stars and Go-tos, resurface Hidden Gems, and demote Reconsider items. The body profile is the missing input that makes the AI stylist personal. - **Trip Capsule Ranking** — The trip packing picker is now sorted by Versatility + Fit score. Tier badges appear on each item so you can pack the pieces that earn their place. - **Feedback & Calibration Loop** — Every score is a correctable hypothesis. Agree or disagree with any Fit score, and corrections feed back into per-item and per-attribute calibration. Implicit signals (loved looks, outfit logs, repeated pairings) also raise scores automatically. - **Analytics by Tier** — Wardrobe composition by tier, cost-per-wear per tier, and a declutter CTA for Reconsider items. ### Improvements - **Onboarding Finale** — Redesigned scattered garment layout matching the design spec: 7 garment silhouettes with drop-shadow, no card backgrounds, proper positioning per the design handoff. - **AI Demo Screen** — Fixed tag badges being clipped by overflow. Tags like "Cotton", "Relaxed", and "Casual" now extend outside the card as intended. - **Body Profile UX** — Slider context labels ("Narrow ↔ Broad", "Petite ↔ Tall") for intuitive adjustment. Sticky save button always visible while scrolling. Full ARIA accessibility labels on all sliders. - **Home Screen Insights** — FitProfileCard now shows rotating insights: "3 Hidden Gems waiting to be worn", "Your closet is 68% Stars & Go-tos", or tier breakdown counts. - **Purchase Guide UX** — Error handling with user-friendly messages. Color swatch preview when a color is selected. Sharper verdict copy ("Pass" instead of "Probably skip", "Mid-tier" instead of "So-so"). - **Calendar Picker Pagination** — Filtered results in the trip/calendar item picker now show all matching items instead of limiting to the first 25. - **Copy Polish** — Unified scoring microcopy across all surfaces. Non-judgmental, body-positive language throughout.

Fix cosmetic bugs and enhance onboarding flow

Total revamp of UI for all tabs.

Multi-Closet Support Manage separate wardrobes under one account. Create closets for different seasons, occasions, or family members — each with a custom name and color tag. Switch between them instantly. Style DNA Your wardrobe, decoded. FITS now analyzes your entire closet to reveal your dominant colors, signature aesthetics, fit preferences, material habits, occasion mix, and season coverage. It even surfaces wardrobe gaps — categories you own but never wear. Outfit Builder A visual flat-lay canvas where you drag items into slots — outerwear, top, bottom, shoes, bag, accessory — and build complete looks yourself. Dresses and one-pieces auto-fill both top and bottom. Save your creations to your lookbook. Collaborative Lookbooks Create shared outfit boards and invite friends, partners, or stylists. Three roles — Owner, Editor, Viewer — keep things organized. Generate invite codes, add outfits with notes, and build lookbooks together. Listing Generator Ready to let go of something? FITS now auto-generates resale listings with a smart title, detailed description, estimated price (based on purchase price, age, and condition), and searchable tags. Copy or share directly to your favorite marketplace. Outfit Sharing Generate shareable outfit cards as images and send them via native share (iOS) or any social platform. Show off your FITS-styled looks. Weather-Aware AI Suggestions The AI stylist now checks your local weather before suggesting outfits. Cold and rainy? It'll pick layers, waterproof items, and boots — automatically. AI Feedback Loop Thumbs up or thumbs down on every AI suggestion. Over time, FITS learns what you love and what you skip, making every recommendation smarter. Light Mode FITS is no longer dark-only. Toggle between dark and light themes in Settings. Your preference syncs across sessions. Swipe Gestures Swipe right to mark an item as worn or clean. Swipe left to delete. Faster daily actions without opening modals. Pull-to-Refresh Swipe down anywhere in your Vault to refresh your inventory. No more navigating away and back. Pinch-to-Zoom Double-finger zoom on item images in detail view. Pan when zoomed. Finally see the details. Saved Filter Presets Save your favorite filter combos — "Work Tops," "Summer Dresses," "Black Outerwear" — and apply them with one tap. Up to 10 presets. Declutter Upgrades Filter neglected items by timeframe (3, 6, or 12 months unworn). Bulk select. Export to CSV. See estimated resale value. And now — generate a listing directly from the declutter screen. Offline Mode Browse your closet and log outfits without internet. FITS queues your changes and auto-syncs when you're back online. Page Transitions Smooth animated transitions between every screen. The app feels polished and intentional now. Redesigned Onboarding New interactive first-time guide: add your first item, browse the vault, get an AI suggestion, and log an outfit. Step by step, with a skip option. Accessibility Focus trapping in all modals for keyboard navigation. Escape key to dismiss. Better screen reader support throughout.

Fix some issues in Style Tab... Get ready to style your item using what you have in your closet now!