Review with Eva

• Priority: P0 — Eva explicitly concluded "Tako da ta funkcija ne deluje" ("So this function does not work") after 4 consecutive tests: the guided scanner fails to attach Back photos to Front pieces (creating 2–3 separate duplicate "Top" items in Wardrobe or saving the front image into both Front and Back slots), auto-captures pitch-black frames when the phone rests on the bed ("Trousers / Top — Needs a better look"), and cuts out the user's own worn clothes and background closet coats (14 pieces found for 3 held-up items).
• Affected Routes & UI Components:
  • Add clothes | Styld -> Guided camera modes ("Hold pieces up — Your camera takes each one" and "Lay pieces out — Your camera takes each one from above")
  • Camera state machine: top pill toggle (Front | Back), bottom instruction pill ("Hold one piece up, then keep still" / "Lay one piece flat, then take your hands away" -> "Now show its back, or tap the picture" / "Now turn it over, or tap the picture"), "Skip the back" button, "Looking..." badge, "Got it. Show the next piece" toast, "N taken" top-right counter, "Done" bottom-left button.
  • To review | Styld ("N pieces found / They're cut out and ready. Untick anything that isn't yours.", "Finding pieces..." cards, "No clothes found in a photo. [Remove]", "Add N to my wardrobe" button).
  • Wardrobe | Styld piece detail view (Front | Back toggle pills vs. "Add the back" button).
• Root Causes Observed on Screen (eva5styld.mp4 05:31–15:35):
  1. Broken Front + Back pairing in To review and Wardrobe:
     • In Test 1 (Hold pieces up, 05:31–09:30), Eva held up 3 garments (beige trousers, white buttoned top, white camisole top). To review ticked 5 items (Add 5 to my wardrobe): 1 Trousers item (where tapping Front and Back showed the exact same front photo because the second shutter fired before she finished turning the trousers) and 4 separate standalone "Top" items (front of buttoned top, back of buttoned top, front of camisole, back of camisole—each saved as its own separate wardrobe piece with an "Add the back" button).
     • In Test 2 (Hold pieces up, 09:34–11:18), Eva carefully scanned 1 cream buttoned top (1 taken on Front at 09:50, then turned it around for 2 taken on Back at 09:54). Even though the camera UI stepped from Front to Back, To review | Styld (10:35) created two separate checked "Top" cards (Add 2 to my wardrobe), and saving added two separate "Top" pieces to Wardrobe (All 320), neither having a Back attached (11:00–11:08).
     • In Tests 3 & 4 (Lay pieces out, 13:03–15:35), scanning 1 cream buttoned top flat on the bed again produced 2–3 separate "Top" cards in To review (Add 2 to my wardrobe at 13:54, Add 3 to my wardrobe at 15:23).
  2. Pitch-black camera frames auto-captured when phone is set down on the bed:
     • In "Lay pieces out", the user needs both hands to flip the garment and arrange it neatly on the bed, so she sets the phone face-down on the bedsheet (13:07–13:12, 13:20–13:24, 14:15–14:28, 14:42–14:48).
     • Because a phone resting on a bed is completely still (0 motion delta between frames), the stillness detector immediately triggers "Looking..." and auto-captures a pitch-black photo ("2 taken" at 13:22, "3 taken" at 14:44).
     • Worse, this black frame advances the Front/Back state machine (consuming the Back slot so the actual back photo is captured as the Front of a new piece!) AND the segmentation backend cuts out the black rectangle as a solid-black garment ("Trousers — Needs a better look" at 14:55, "Top" at 15:11).
  3. Worn clothing and background closet segmentation in "Hold pieces up":
     • When Eva stands in front of her open closet holding up a piece (05:31–06:20, 09:34–10:00), the multi-item segmentation model extracts the black top/trousers/shorts she is wearing on her own body and coats hanging in the closet behind her, inflating To review to "14 pieces found" (with 9+ dark "Trousers / Coat / Jeans / Shorts — Needs a better look" cards) and causing "Finding pieces..." spinners to sit at the top of the grid for ~90 seconds while cards jump around.
• Acceptance Criteria:
  • Pair Front and Back captures into a single piece: When the guided camera captures a frame while in Back mode, associate that image as the back_image of the pending Front capture (grouped as a single review card with Front | Back preview in To review | Styld, and saved as a single Wardrobe piece with Front | Back toggle pills). Never create two separate Wardrobe pieces from a Front + Back capture pair.
  • Reject dark / occluded / low-variance frames before stillness countdown: Compute frame mean luminance and edge/texture variance in the camera loop; if the camera is covered, resting on a bed/table (near-black or uniform blur), or no garment contour is inside the framing box, do not trigger "Looking...", do not start the shutter countdown, and do not advance the Front/Back state machine.
  • Require motion transition between Front and Back: After capturing Front, require a non-trivial visual change / motion event (the user actually moving/flipping the garment) before arming stillness detection for Back, preventing the same unflipped side from being captured twice.
  • Single-foreground garment extraction in "Hold pieces up": When the capture source is "Hold pieces up" (or "Lay pieces out"), restrict segmentation to the single primary foreground garment held within the framing guides (max_pieces = 1 per guided frame) and ignore background closet garments and the holder's own worn clothes.

• Priority: P0 — Core AI recommendations (Today, Ask Styld, and Boards) are actively broken because ~20% of tops, 8/22 bags, ski pants, and pajama bottoms are misclassified (causing Styld to recommend striped pajama pants, snow boots, and formal wedding dresses for everyday/travel looks).
• Specific Misclassifications & Orientation Bugs Observed (eva.styld1.mp4 09:05–20:37, eva3.mp4 30:55–33:25):
  1. 180° Upside-Down Cutouts:
     • Multiple bikini tops in Swimwear (09:06–09:38, e.g., white bandeau bikini top with tie straps pointing downward in fig05a) and a red sleeveless mini dress (16:23–16:57, fig06) are stored upside-down (180° rotated). Because the red dress is upside down, the AI classifier misidentified its skirt hem + straps as a Bodysuit (Bodysuits 1).
  2. Tops & T-shirts 49 (~20% error rate):
     • Out of 49 items in Tops & T-shirts, Eva counted 10 misclassified items: 4 bikini tops (Swimwear), 5 gym/sport tops (Sportswear), and 1 knit scarf (Scarves).
  3. Trousers 29 (ski pants & pajamas mixed into everyday trousers):
     • Red waterproof ski trousers (15:19) were placed in Trousers instead of Sportswear.
     • Light-blue and white striped drawstring pajama bottoms (eva3.mp4 30:55–31:58, fig21b, fig21c) were classified as everyday Trousers instead of Loungewear & nightwear, causing Ask Styld ("What should I wear today?") to recommend wearing striped pajama bottoms with a brown coat and snow boots!
  4. Accessories -> Bags 22 (used as a fallback dump bucket):
     • 8 non-bag items were dumped into Bags: 3 pairs of winter mittens/gloves (e.g., grey fingerless gloves in row 1 col 3 of fig01), 3 hairbands/headbands (obroč, trak za lase), 1 knit hood-hat with attached mittens, and 1 pair of white Nike crew socks.
     • Under Hats 16, a tiny decorative lapel pin/brooch was classified as a Hat (20:08).
  5. Color Tagging Error on Footwear:
     • Sorel winter snow boots that are ~90% black with a thin white/beige rubber sole trim (eva3.mp4 31:05, visible in fig21c carousel right edge) were tagged and described by AI as "black and beige boots".
• Acceptance Criteria:
  • Add orientation detection/correction in the cutout pipeline (and a manual Rotate 90°/180° button in the piece Edit screen) and fix upside-down cutouts in the wardrobe dataset.
  • Re-run/upgrade the garment classifier prompt & schema so Bags and Tops & T-shirts are never used as catch-all fallback buckets; accurately route swimwear/bikini tops to Swimwear, gym/ski gear to Sportswear, pajama bottoms to Loungewear & nightwear, scarves to Scarves, and gloves/socks/headbands to their proper Accessories subcategories.
  • Weight primary color extraction by garment surface area so small sole trims or logos do not override the dominant garment color.

• Priority: P0 — The Gallery feature is currently unusable in testing because it extracts clothing from random background bystanders instead of Eva in the foreground, turns her dark brown suede coat and black items into white ghost cutouts, and fails to link items that already exist in her wardrobe.
• Specific Failures Observed (eva.styld1.mp4 23:28–35:35):
  1. Background Bystander Extraction (F-18):
     • Carnival photo (27:08–27:43, fig09a): Eva stands in the right foreground holding cotton candy; the AI completely ignored her and extracted the black t-shirt and dark pants of a random man in a baseball cap standing in the background (What you're wearing -> 2 cutouts of the man's clothes).
     • Oktoberfest photo (30:36–31:06, fig09b): Eva stands centered in the foreground in a burgundy/pink patterned dress holding a pretzel; the AI ignored her dress and cross-body bag and extracted the lilac shirt with suspenders and white shorts/lederhosen of an older man in the background plus a background woman's dirndl!
  2. White/Grey Color Inversion on Dark Cutouts (F-17):
     • Cypress-alley photo (24:08–26:45, fig08a vs. fig08b): Eva's dark brown suede belted coat is cut out under What you're wearing as a bright white/light-grey ghost silhouette (fig08a). Even after Eva manually linked it via Choose from your wardrobe to her actual dark brown coat (fig08b), the thumbnail next to Coat on the Gallery page still rendered white/grey.
     • Board editor Your pieces strip (29:54–30:06, fig10b): Dark/black tops and dresses in the Your pieces bottom strip also appear washed-out/white.
  3. Failure to Detect All Worn Items & Failure to Match Existing Wardrobe (F-16):
     • In Photo 1 (24:15), Eva is wearing 4 items that are all in her wardrobe (dark brown coat, pullover, top, shoes); Styld only found the coat and marked it "Not in your wardrobe yet".
     • In Photo 4 (hedge-alley dress photo, 32:41), Eva's patterned dress, brown bag, and black sandals are all in her wardrobe; Styld only detected the dress and sandals and marked both "Not in your wardrobe yet", causing Eva to accidentally re-add a duplicate dress to her wardrobe (34:16).
• Acceptance Criteria:
  • Foreground subject selection: In Gallery outfit analysis, detect the primary foreground person (largest bounding box / most central / closest to camera) and restrict garment extraction strictly to that person's bounding region.
  • Preserve true dark garment colors: Fix the alpha-mask compositing / image normalization / CSS filter issue that turns dark brown and black garments into white/grey cutouts in Gallery and Your pieces.
  • Automatic wardrobe matching: Compare each extracted garment embedding/attributes against the user's existing Wardrobe items; auto-link high-confidence matches (or show the top matching wardrobe piece with a 1-tap confirm) instead of defaulting every item to "Not in your wardrobe yet".

• Priority: P0 — Tapping the layer up/down arrow buttons in the collage editor currently does nothing at all, leaving items trapped in broken z-order layers when assembling outfits on a board.
• Affected Component & Observed Bug (eva3.mp4 18:55–21:18, fig20):
  • In Boards | Styld collage editor, selecting an item on the canvas displays 5 circular action buttons below the canvas: Flip Horizontal (⇄), Duplicate (❐), Layer Up (↑), Layer Down (↓), and Delete (🗑).
  • When Eva placed a green long-sleeve top and burgundy wide-leg trousers on the canvas (fig20), the trousers rendered underneath the top even though she added the trousers second. Tapping ↑ and ↓ repeatedly had zero effect on the canvas stacking order. Later, white Fila sneakers rendered on top of all items while black boots rendered underneath all items (20:46).
• Acceptance Criteria:
  • Fix the collage canvas layer ordering state so items render strictly in their array/z-index order and newly added items default to the top layer.
  • Replace the two separate ↑ and ↓ buttons in the object toolbar with one combined Front/Back toggle/cycle button (matching the single ⇄ flip button) so tapping it brings the selected item to the front or sends it to the back (bring to front / send to back).

• Priority: P1 — Users standing across the room holding/flipping garments cannot see the tiny shutter progress ring and get photographed mid-flip or while leaning in to tap "6 taken" / "Done"; both Kristjan and Eva agreed on a prominent video-game-style "3, 2, 1" numeric countdown overlay and longer stillness delay.
• Detailed UX & Implementation Spec (eva5styld.mp4 05:00–06:21, 11:25–12:28):
  1. Large "3, 2, 1" Countdown Overlay (F-49):
     • Currently, when the camera detects stillness, it draws a thin white progress arc around the bottom-center shutter circle over ~3 seconds (fig23b). When standing 1–1.5 meters away holding up trousers or flipping a top, the user cannot see that small ring at the bottom of the screen.
     • Increase the post-capture cooldown / stillness grace period so the user has time to flip the garment, and once stillness is confirmed, display a large, high-contrast "3", "2", "1" numeric countdown overlay in the center of the camera viewport ("like in a video game before you start") before firing the shutter.
  2. Clearer Finish / Review Action (F-50):
     • At 06:13 ("Zdaj pa dam '6 taken', kako dam?"), Eva tried to tap the top-right "6 taken" pill badge to finish scanning, not noticing the small "Done" checkmark button in the bottom-left corner (fig23b). While she leaned her face close to the phone to look for the button, the camera auto-captured a 7th photo of her face ("7 taken").
     • Make the top-right "N taken" badge tappable to finish (navigating to To review | Styld) in addition to making the bottom-left "Done" button more prominent, and suppress auto-capture when a face/person without a held-up garment fills the frame.
  3. Add clothes | Styld Card Hierarchy (F-47):
     • On Add clothes | Styld (fig23a), "Photos or a video / From your library" is the largest hero card at the top, while "Lay pieces out" and "Hold pieces up" are smaller cards below. Eva immediately tapped "Photos or a video" expecting the guided camera, which opened Android's native camera without framing guides.
     • Make the two guided camera cards ("Lay pieces out" and "Hold pieces up") the primary top cards (or clearly label the library card "Upload from photo library" without invoking the raw OS camera).

• Priority: P1 — Every time the user exits an item detail view or the To review tray, the app loses their place and dumps them back to All 313 (Wardrobe -> Pieces), or traps Android Back in an editor/board history loop.
• Detailed Implementation Spec:
  • Wardrobe filter persistence (F-13, eva.styld1.mp4 17:53–18:38): Sync active category and subcategory selections (e.g., ?category=shoes&subcategory=sandals or nested routes /wardrobe/shoes/sandals) to the browser URL so clicking into a piece detail view and pressing < Back (or Android system Back) returns to the exact filtered subcategory and restores scroll position, rather than resetting to All 313.
  • Review Tray return route (F-21, eva.styld1.mp4 33:00–33:41): When navigating to To review | Styld from a Gallery photo ("Open the review tray"), pass ?from=/gallery/<photoId> (or use history.back()) so tapping < Back returns to that Gallery photo rather than Wardrobe -> Pieces.
  • Android Back button history hygiene (F-28, eva.styld1.mp4 40:15–40:44, eva3.mp4 08:17–08:30): Do not push redundant history entries when toggling between board/editor sub-states or closing modals; use replaceState so pressing the Android hardware/gesture Back button exits cleanly to the parent list.

• Priority: P1 — Eva identified the flat 18-pill horizontal scroll and immediate 313-item dump as her biggest daily browsing friction, requesting a clean 4-card top-level visual hierarchy (Clothing, Sport, Shoes, Accessories) -> visual subcategories -> label-free cutout grid so she can "shop her own wardrobe".
• Detailed UX & Implementation Spec (eva.styld1.mp4 02:45–05:28, 07:38–09:05, 12:15–13:52; eva3.mp4 11:29–16:55):
  1. Remove Flat Horizontal Pill Bars & Redundant "All" Pills (F-04, F-05):
     • Currently, opening Wardrobe dumps all 313 items on screen beneath a 2-row horizontal scrolling strip (Filters | All 313 | Clothing 246 | Shoes 22 | Accessories 46, followed by All 245 + 18 clothing subcategory pills from Tops & T-shirts 49 to Loungewear & nightwear, or All 22 | Trainers 7 | Boots 9 | Sandals 6 in fig04).
     • Remove both horizontal pill rows and the immediate "All 313" item dump.
  2. Level 1 (Wardrobe Root — 4 Main Visual Categories):
     • Opening Wardrobe displays up to 4 top-level category cards in a clean 2-column visual grid (modeled on ABOUT YOU in fig19a):
       1. Clothing (Oblačila)
       2. Sport (Šport / Sportswear, including sport tops, ski pants, and sport/running/hiking shoes)
       3. Shoes (Obutev)
       4. Accessories (Dodatki)
     • Each card displays the category title on the left and a representative cutout thumbnail from the user's own wardrobe on the right (fig19a).
  3. Level 2 (Visual Subcategory List):
     • Tapping a Level 1 category (e.g., Clothing) opens a 2-column visual subcategory grid (fig19b: Jeans, Coats, Trousers, Dresses, Shirts & blouses, Knitwear, Jackets, Skirts, Tops & T-shirts, Swimwear, Loungewear & nightwear, etc.), each with a representative cutout thumbnail from the user's wardrobe.
  4. Progressive Populated-Only Categories (F-06):
     • Only render Level 1 categories and Level 2 subcategories where item_count >= 1.
     • If a new user has 0 items in their wardrobe, show a single empty-state prompt ("Add items to wardrobe" / "Dodaj stvari v garderobo"). As soon as they add their first pair of trousers, Clothing -> Trousers appears, so the wardrobe structure grows organically with their clothes.
  5. Level 3 (Label-Free Item Cutout Grid + Floating Filter Button, F-11):
     • Tapping a Level 2 subcategory (e.g., Jackets or Trainers) opens the 2-column (or 3-column) item cutout grid (fig19c) with a single "Filter" button (for color/season/occasion filtering).
     • Remove all text labels (Top, Trainers, Swimwear, Bag) from beneath the item cards in the grid (F-11). Show only the clean garment cutout images in the grid; display the item's Name and metadata only when the user taps into the piece detail screen.

• Priority: P1 — Agreed architectural decision to separate clothing inventory (Wardrobe) from outfit experimentation and curation (Laboratory containing Boards, Gallery, and Looks).
• Detailed IA & Navigation Spec (eva3.mp4 08:55–11:37, 16:55–17:45, 24:39–27:30):
  • Mental Model Agreed by Eva & Kristjan:
    • Wardrobe = "The ingredients" (purely the user's categorized clothing inventory + + button to add clothes). Remove the Pieces | Looks | Gallery sub-tab bar from Wardrobe completely.
    • Laboratory (4th bottom-nav tab, 2×2 grid icon) = "The laboratory where you experiment with ingredients". Tapping the 4th bottom-nav tab opens Laboratory with three sub-tabs at the top: Boards | Gallery | Looks:
      1. Boards: Interactive canvas and AI board templates for experimenting with multi-outfit layouts, trips, and wishlists.
      2. Gallery: Real-life outfit photos uploaded by the user, with automatic outfit cutouts that can be sent to Boards or Looks.
      3. Looks: Saved, fixed single-outfit "formulas" exported from Boards ("Export to look") for quick morning dressing when the user has no time to experiment.

• Priority: P1 — Both Eva and Kristjan agreed that the 2-step Pinned -> Edit collage flow is redundant and confusing; clicking a board or saving an item to a board should open the interactive collage canvas directly with the item placed on the canvas.
• Detailed Implementation Spec (eva.styld1.mp4 27:53–28:57, 36:25–36:44, 38:08–40:12):
  • Currently, clicking a board card in Boards (or clicking the "Open" toast after "Save to board" / "Add to board") opens an intermediate read-only page (fig10a) showing:
    • Header: < All boards, Make with Styld, Edit
    • Board title (Weekend in verona / My board), N pins, only you can see it
    • Cropped preview box + "Edit collage" / "Lay this pin on a table. [Make a collage]"
    • "Pinned" section with + Add
  • Moreover, items added to a board via "Save to board" only appear in the "Pinned" list and are not placed on the collage canvas until the user opens "Edit collage" and taps them again from Pinned!
  • Required Change: Remove the intermediate Board overview / "Pinned" screen completely. Tapping any board in the Boards list (or opening a board after "Add to board") must open the interactive collage canvas editor (fig10b) directly, and any item added via "Add to board" must be placed directly onto the board's collage canvas.

• Priority: P1 — Agreed as the highest "wow effect" priority for Boards: tapping + on Boards should open a template picker where choosing "One piece, six outfits" or "Wishlist board" places a central hero/wishlist piece (auto-cutting out store screenshots) and generates 6–8 complete outfits (top/layers, bottom, shoes, 1–3 accessories) around it on a thematic background instead of dropping 6 isolated garments.
• Detailed Product & Engineering Spec (eva.styld1.mp4 40:48–46:13; stly.eva2.mp4 00:10–03:56; eva3.mp4 00:38–07:50):
  1. Tapping + on Boards Opens Template Chooser (F-26):
     • Do not create a blank "My board (0 pins)" record when + is tapped. Instead, open a "Templates" chooser screen ("like in PowerPoint").
  2. Every AI-Generated Board Must Consist of Complete Outfits (F-29):
     • Never output 6 isolated single garments in a grid (like "Trip to india" in fig12, which selected 2 formal satin wedding dresses, 1 bikini top, and 1 sports bra just because they were green/cream).
     • Every generated outfit cluster on a board must be a complete, wearable outfit appropriate for the occasion and weather:
       • Top + layering piece (cardigan, blazer, sweater, jacket, or coat when appropriate; up to 2–3 upper layers like t-shirt + sweater + coat)
       • Bottom (trousers, jeans, skirt, shorts—unless the base is a dress/jumpsuit)
       • Shoes (1 pair)
       • Accessories (at least 1–2, up to 3: bag, sunglasses, belt, hat, scarf, or jewellery)
  3. Template 1 (Build First — Highest "Wow Effect"): "One piece, six outfits" (F-30, F-33, fig14, fig15, fig17):
     • Input: Prompts the user to pick 1 piece from their Wardrobe OR upload an external photo/screenshot (if external, ask if they want to cut it out / auto-cutout the background).
     • Layout: Places the hero piece in the center (as in fig14 / fig15) or repeats the exact same hero cutout in the same orientation inside each of 6–8 outfit clusters around the board (fig17).
     • Dynamic Visual Composition & Thematic Background (F-33): Vary the relative positions of shoes, bags, and accessories across the 6–8 outfit clusters so the board looks like a curated editorial collage rather than a rigid spreadsheet, and automatically select a complementary thematic background color (Paper, e.g., warm beige, soft light blue for a black-and-white polka-dot dress, etc.) instead of black.
  4. Template 2: "Wishlist board" (F-31, fig16):
     • Input: Shows an "Add a wishlist item" button where the user uploads a screenshot or photo of an item from an online store they are thinking of buying (e.g., green Adidas Gazelle sneakers from ABOUT YOU in fig16).
     • Behavior: Automatically removes the background from the store screenshot, places the wishlist item in the center of the board, and generates 6 complete outfits around it using pieces from the user's existing wardrobe so the user can see if they already own enough matching clothes to justify buying the item.
  5. Template 3: "Seven outfits of a week" / "My trip" (F-32, fig18b):
     • Prompts for destination/weather (e.g., "What's the weather gonna be?" -> "cold December week" or "rainy September week") and arranges 7 complete multi-piece outfits in a clean grid (fig18b).
  6. Template 4: "Outfit of the day" (F-32):
     • User types what they are doing today / the vibe, and AI lays out 1 complete outfit collage on the board.
  7. Template 5: "Blank" Lookbook Template (F-32, fig18a):
     • Freeform canvas where the user can set a title (e.g., "Office looks 2026" or "Best looks of 2026"), pick a background color, arrange full-body outfit cutouts from their Gallery (fig18a), and share publicly.

• Priority: P1 — Scrolling horizontally through 313 unfiltered items in Your pieces makes manual board creation impractical; both agreed on an "Add your piece" button that opens a category-filtered bottom sheet.
• Detailed Implementation Spec (eva.styld1.mp4 28:58–29:53; eva3.mp4 18:12–18:48, fig10b, fig20):
  • Currently, the bottom of the Board collage editor displays Your pieces as a single unfiltered horizontal scrolling row of all 313 items (fig10b, fig20), where Shoes are all the way at the end (eva3.mp4 18:27).
  • Remove the inline horizontal Your pieces strip and replace it with an "Add your piece" (+) button below the canvas.
  • Tapping "Add your piece" opens a slide-up bottom-sheet drawer with category/subcategory filters at the top so the user can filter (e.g., Shoes -> Boots or Clothing -> Trousers) and tap items to add them onto the collage canvas.

• Priority: P1 — Mixing running/court/hiking shoes into Trainers (4 of 7 pairs) and snow/hiking boots into Boots, lacking Gloves, Socks, Hair accessories, Loafers, Ballet flats, and Heels, and lacking seasonal/rainproof tags under "When it's worn" prevents accurate wardrobe organization and weather-appropriate outfit matching.
• Detailed Taxonomy & Metadata Spec (eva.styld1.mp4 14:36–15:00, 17:12–21:46; eva5styld.mp4 02:09–02:21, 03:17–03:33):
  1. Footwear (Shoes & Sport):
     • Separate athletic/technical footwear (Sport shoes: running shoes, indoor court shoes, hiking shoes/boots, snow boots) from everyday fashion Trainers and everyday Boots (in fig04, 4 of Eva's 7 Trainers are running, court, and hiking shoes).
     • Ensure Loafers, Oxfords (lace-up), Mary Janes, Ballet flats (balerinke), Heels (pete), and Sandals are supported subcategories under Shoes.
  2. Accessories (Accessories):
     • Add Gloves (Gloves & mittens), Socks, and Hair accessories (Headbands / Hairbands) alongside Bags, Belts, Scarves, Hats, Jewellery, and Sunglasses & glasses.
  3. Dynamic AI-Created & User-Created Categories (eva.styld1.mp4 20:10–20:35):
     • Allow the AI classifier to create a new subcategory when scanning an item that does not fit existing presets, and allow the user to add/rename custom categories in the piece editor.
  4. "When it's worn (optional)" in Piece Editor (F-45, fig22b):
     • Currently only offers 3 pills: Warm weather, Cold weather, All year.
     • Add specific season pills (Spring, Summer, Autumn, Winter) and weather-resistance pills (Rainy / Waterproof / Windproof) so outer layers and footwear can be matched to rain and transitional seasons.

• Priority: P1 — Agreed navigation simplification that eliminates the redundant keyword search screen (where Eva accidentally typed her AI chat prompt twice) and takes users straight to Ask Styld.
• Detailed Implementation Spec (eva3.mp4 28:27–29:57, 33:28–33:58):
  • Currently, the 2nd icon in the bottom floating navigation bar is a magnifying glass (🔍), which opens an intermediate page (Ask | Styld, fig21a) with a "Search your wardrobe" text input, category pills, and a "Styld, your stylist -> Start a chat" card. At 33:30–33:48, Eva tapped < Back from Ask Styld and twice typed "analysis my wardrobe" into "Search your wardrobe" thinking it was the AI chat input!
  • Required Change:
    1. Replace the magnifying glass icon (🔍) in the bottom nav bar with the AI sparkles/stars icon (✨).
    2. Remove the intermediate "Search your wardrobe" screen (fig21a) completely.
    3. Tapping the ✨ bottom-nav icon must open the Ask Styld chat screen (fig21c) directly.

• Priority: P1 — Ask Styld currently takes 18–65 seconds to respond (and piece detail images can stall for ~12s) and gives a brief prose summary instead of the structured category counts, color breakdown, and gap/surplus analysis Eva valued in v1.
• Detailed Implementation Spec (eva3.mp4 30:00–30:48, 34:10–36:47; eva5styld.mp4 00:59–01:11):
  1. "Analyze my wardrobe" Starter Prompt Pill (F-40):
     • On Ask Styld, add "Analyze my wardrobe" to the default starter prompt pills alongside "What should I wear today?", "What goes well together in my wardrobe?", and "What is missing from my wardrobe?".
  2. Structured Wardrobe Analysis Output (F-40):
     • When the user asks to analyze their wardrobe, do not return a generic 2-paragraph prose summary. Return a structured breakdown containing:
       • Exact item counts per category and subcategory (e.g., total pieces, tops, bottoms, dresses, coats/jackets, shoes, accessories).
       • Color palette breakdown (dominant colors vs. accent colors).
       • Wear & style patterns.
       • Specific wardrobe surpluses ("too much of X") and wardrobe gaps ("too little of Y" / recommended additions).
  3. Latency & Image Caching (F-15, F-41, F-43):
     • Stream Ask Styld responses token-by-token so the user sees immediate output instead of waiting 18s ("What should I wear today?") to 65s ("Analysis my wardrobe") on "Styld is writing...".
     • Preload/reuse cached cutout URLs when navigating from the Wardrobe grid to a piece detail page so hero images never stall on a blank box for 12 seconds (eva5styld.mp4 00:59–01:11).

• Priority: P2 — Resolves direct UX traps observed across Recordings 1, 3, and 4 (scrolling required to see piece metadata, typing category names into Name, hunting for Delete inside Edit mode) while preserving the clean read-only detail layout Eva prefers.
• Detailed UI/UX Spec (eva.styld1.mp4 11:11–12:15, 34:23–34:59; eva3.mp4 40:33–41:52; eva5styld.mp4 00:07–03:45):
  1. Read-Only Piece Detail View (fig22a):
     • Keep read-only attributes clean without inline dropdowns (F-44): Eva explicitly rejected turning the read-only attribute rows (Colour, When it's worn, What it's for, Pattern) into inline dropdowns ("Ne, to je ful gumbov! Meni je všeč, da ni gumbov, da je tle direkt to, kar je, in da imam gumb edit.").
     • Remove "Add the back" and "1 credit from today's free allowance." from the read-only detail view (F-42).
     • Replace the wide "Save to board" pill button with a compact "Add to board" icon button (using the 2×2 Boards icon positioned on the side of the title row) so that Colour, When it's worn, What it's for, and Pattern are all immediately visible above the fold without scrolling.
  2. Piece Edit Mode (pencil icon, fig05b, fig22b):
     • Place "Add the back" at the very top of the Edit screen, above "Name" (eva5styld.mp4 03:34: "čisto od zgoraj pred 'Name'-om 'Add the back'").
     • Clarify "What it is" (Category) vs. "Name" (F-10, fig05b): Clearly label/style "What it is" (or place category selection prominently) and give "Name (optional)" a placeholder like "e.g. Zara linen blazer" instead of pre-filling "Name" with the category string ("Top"), which tricked Eva into typing "Bikini" into "Name" when trying to change the category.
     • Include "Delete" inside the Edit screen (F-23): Add a "Delete piece" action at the bottom of the Edit form (in addition to "Save" / "Cancel") so users who tap the Edit pencil to delete an item don't hit a dead end.

• Priority: P2 — Enables the agreed workflow where experimental outfits created on Boards can be saved as reusable, fixed single-outfit formulas in Looks for quick morning dressing.
• Detailed Implementation Spec (eva3.mp4 21:30–26:38):
  • Definition of a Look: A Look is strictly one fixed, finished outfit ("an outfit formula"), whereas a Board can hold many outfits, mood boards, or trip packing lists.
  • Board -> Look ("Export to look" / "Turn into a look"): In the Board collage editor, allow the user to select a group of items (or a single outfit board) and tap "Export to look" / "Turn into a look" to save that outfit into Laboratory -> Looks.
  • Look -> Board: Allow importing saved Looks onto a Board (e.g., when planning a week or trip) or asking AI to generate variations of a saved Look.

• Priority: P2 — Removes manual clicking ("Cut out the outfit" and multi-step Review Tray clicks), replaces the "Favourite" button with a heart icon on the photo, and lets users swipe between the original photo and cutout.
• Detailed Implementation Spec (eva.styld1.mp4 32:58–34:15, 35:40–37:56; eva3.mp4 26:43–27:16):
  • Auto-cutout on upload (F-25): When a photo is uploaded to Gallery, automatically run "Cut out the outfit" in the background alongside garment detection—remove the manual "Cut out the outfit" button (fig08a, fig09a).
  • Swipeable Original vs. Cutout (F-25): On the Gallery photo detail view, display a horizontal swipe carousel containing (1) the original full photo and (2) the isolated outfit cutout (plus left/right navigation between Gallery photos), and allow adding either the original photo or the cutout to a Board ("Add to board").
  • Heart Icon for "Favourite" (F-24): Replace the text pill button "Favourite" below the photo (fig08a) with a compact heart icon overlaid on the corner of the photo.
  • 1-Step "Add to wardrobe" (F-22): When tapping "Add to wardrobe" on a detected garment in Gallery, add it directly (or with a single inline confirmation) instead of forcing the user through "Waiting in your review tray" -> "Open the review tray" -> "Add 1 to my wardrobe".

• Priority: P2 — Removes the muddy dark-grey square card backgrounds ("te sivi kvadratki") that clash with the app background on dark-mode Android devices.
• Detailed Implementation Spec (eva.styld1.mp4 05:30–07:38, fig01, fig04):
  • On Eva's Samsung Android phone (which has OS dark mode enabled), Wardrobe grid cards render with a muddy dark-grey/brownish square background (fig01, fig04), whereas opening the piece detail view (fig05a) renders on a pure black background.
  • Remove the contrasting grey square card backgrounds so item cutouts sit cleanly on a uniform background, and enforce a single cohesive app theme across all devices (no user theme switcher needed).

• Priority: P2 — Preserves the baseline Today layout (MON 2, daily outfit collage, "Wear this", shuffle button) while fixing illogical styling copy on dresses and allowing users to swap a single piece without losing the rest of a recommended outfit.
• Detailed Implementation Spec (eva.styld1.mp4 00:54–02:38; eva5styld.mp4 03:46–04:55):
  • Keep baseline Today | Styld layout (F-46): Keep the MON 2 header, daily outfit collage card, "Wear this" primary button, and shuffle/try-another button as-is for launch (deferring the outfit tombola/roulette and "30 days of wearing black" community challenges to a later phase).
  • Suppress "Not tucked" when layering over a dress (F-01): In the outfit styling note generator, never attach "Not tucked" / "left untucked" when a sweater/knit/top is paired over a Dress or Jumpsuit.
  • Single-piece swap / lock (F-02): Allow the user to swap a single item in the Today outfit (e.g., swap just the shoes or just the sweater) while keeping the remaining items locked, rather than only offering "Try another" which replaces the entire outfit.
  • Clarify "Wear this" (F-03): When the user taps "Wear this" and it toggles to "Wearing today", show a brief confirmation toast/subtitle (e.g., "Logged for today — we won't repeat this look tomorrow").

• Priority: P3 — Quality-of-life and platform polish items for sharing boards and smoother Android browser behavior.
• Detailed Implementation Spec:
  • Board Share button (F-27, eva.styld1.mp4 40:18–40:23): Add a native Web Share / export image button (navigator.share / download PNG) in the Board header so users can share their collages/boards directly.
  • Android Gallery File Picker (F-14, eva.styld1.mp4 22:00–23:09): Ensure the "Add a photo" <input type="file"> uses accept="image/*" (without restrictive MIME lists that force Android's My Files raw filename list) so Android opens the visual photo gallery picker.
  • Android Chrome Tab-Restore Repaint (F-34, eva3.mp4 14:19–14:30): Check visibilitychange / canvas / WebGL / service-worker behavior when returning to the mobile Chrome tab from background apps so the viewport does not stay black for ~9 seconds.

• Priority: P1. On 2 Nov the preview answered "Kosov ni bilo mogoče naložiti" and showed placeholder squares: every thumbnail made the Worker read the session and a D1 row, so a wardrobe page of 300+ pictures overloaded D1. Wardrobe pieces moved to signed addresses (/cdn/media/…, release bf8f987, live in d73475c). These still check the session and D1 per picture:
  • GET /cdn/boards/images/:imageId/:size (packages/server/src/boards/Http.ts)
  • GET /cdn/photos/:photoId/:size and /cdn/photos/:photoId/garments/:garmentId (packages/server/src/photos/Http.ts)
  • GET /cdn/detections/:detectionId/:which and /cdn/turns/:pieceId/:which (packages/server/src/capture/Http.ts)
  • MCP view thumbnails
• Detailed Implementation Spec:
  • Reuse kernel/SignedMedia.ts as is: grants over account, object, R2 key, content type, size, version and an hour-rounded expiry (+24 h), keyed from AUTH_SECRET under styld-media-v1. Do not add a second signer.
  • Each API that returns one of these entities returns its picture addresses already signed (images fields as on Piece). The web stops building them in apps/web/src/Cdn.ts (boardImage, photo, photoGarment, detection, turn), and those builders go.
  • The /cdn/media handler serves every kind: verify the signature, read R2, transform through Images where a size is asked, then the edge Cache API, with private, immutable. No session and no D1. The old per-kind routes are deleted, with no redirects.
  • Turn videos need Range support on the signed route (the <video> element seeks).
  • Version changes whenever the object may have changed (a redraw, a new cut-out, a re-found photo), so a cached copy is never shown for a new picture.
  • Board styles: View.styles.ts keys mix-blend-mode off the /cdn/media/ prefix. Mark piece pictures by attribute instead, so board images keep their true colour once they share the route.
  • Assistants (MCP) still get no picture addresses. MCP Apps views load thumbnails through the view's own signed grant if they need them, never a session cookie.
• Acceptance Criteria:
  • A board of 50+ pictures, a Gallery of 100+ photos and a To review tray of 30+ detections load with zero D1 queries per picture in Workers Logs, and no D1 DB is overloaded.
  • A tampered, expired or other-account address answers 403. A deleted object answers 404.
  • A redraw or new cut-out shows the new picture on the next list read, not the cached one.
  • A tab left open past the expiry recovers on its next list refresh, with no broken pictures.
  • Native: signed board, photo, detection and turn reads with no cookie. Preview readback of each kind.
• Overhead: one HMAC-SHA256 per address when a list is answered (native Web Crypto, the key derived once per isolate). That is microseconds per address, a few milliseconds for a 300-piece wardrobe. Serving costs one HMAC verify and no D1 or session read, and repeat views come from the edge cache. It is cheaper than today on both ends.

eva.styld1.mp4 00:54–01:28

Eva (01:02): "Glede na to, da je pulover čez obleko, ga zelo težko zatakneš... mogoče je tle mišljeno, da oblečeš pulover čez oblekco, kar je dejansko ful dobra ideja" [Screen: Today outfit shows white sweater + floral dress with note "Wear it with the white top left untucked over the black dress" and pill "Not tucked".]

eva.styld1.mp4 01:28–02:12

Eva (01:28–01:55): "Mogoče na tej točki bi jaz želela imeti opcijo, da bi lahko zamenjala samo čevlje, ali pa samo pulover... da obdržim obleko pa pulover, pa zamenjam čevlje." [Screen: Tapping the sweater opens item detail; tapping "Try another" regenerates the whole outfit.]

eva.styld1.mp4 02:23–02:38; eva3.mp4 28:16–28:27

Eva (eva.styld1.mp4 02:24): "Kaj pomeni ta Wear this? A to si jaz samo označim ali gre to kam naprej?" / Eva (eva3.mp4 28:16): "Jaz bi videla rada, da mogoče prvo stran ni tako, da ti vrže kar en outfit."

eva.styld1.mp4 02:45–03:20, 05:20–05:28

Eva (02:46): "Zdaj ko grem na Clothing, mi spet vrže All... zakaj rabim še enkrat All? Če sem že na All 313, pa kliknem Clothing, zakaj mi spet pokaže All 245?" / Eva (05:25): "spet All izredno nepomemben"

eva.styld1.mp4 03:20–05:15, 07:38–09:05, 21:44–21:46, 25:57–26:15; eva3.mp4 11:29–16:55

Eva (eva3.mp4 11:46–12:15): "Takoj ko jaz odprem moj Wardrobe, bi jaz rada imela tole. Takole: da se mi naredi Oblačila, pa se mi da en kos oblačila, Šport, Obutev, Dodatki. Štiri kategorije bi rada imela. In potem, ko jaz kliknem na Oblačila, se mi pojavijo nove kategorije... In potem, ko jaz kliknem na Jakne, se mi šele pojavijo kosi!"

eva3.mp4 12:16–12:40

Kristjan (12:16): "In ti bi imela samo tiste kategorije — jaz prikažem — za katere imaš cunje. Če bo recimo nekdo, ki ne bo imel nič cunj... bo samo napisalo 'Dodaj stvari v garderobo'. In potem, ko bo dodal recimo prve hlače, se mu bo pokazala kategorija 'Hlače'" / Eva (12:38): "Ja!"

eva.styld1.mp4 05:30–07:38

Kristjan (05:31): "A to je tak sivo ozadje za čevljem? To ni dobro, a?" / Eva (07:07–07:28): "Jaz mislim, da bi bilo čisto kul, če si ne rabi noben nastavljat... če bi bilo eno, ker imaš potem tudi slog aplikacije isti. Samo te sivi kvadratki, če grejo stran, bo top."

eva.styld1.mp4 09:05–09:38, 16:23–16:57

Eva (09:06): "Vse sem isto obrnjeno slikala in kar nekatere modrce mi je okoli obrnilo" / Eva (16:49): "Drugače glej, tole tudi Bodysuit je oblekica, ki mi jo je narobe obrnil" [Screen: White bikini top at 09:21 and red sleeveless dress under Bodysuits at 16:26 are upside down.]

eva.styld1.mp4 09:43–12:15, 14:28–20:37; eva3.mp4 30:58–33:25

Eva (eva.styld1.mp4 15:40–16:13): "če greva samo po topih, ko imam 48 topov, od tega je 1, 2, 3... trije so modrci v bistvu, eno je šal, pa 1, 2, 3, 4, 5 — pet jih moram prestavit pod športne stvari" / Eva (19:45–20:00): "pod Accessories: okej, Bags — evo, obroč mi je isto vrglo pod Bags, mojo kapo z rokavicami je isto vrglo pod Bags, nogavice mi je vrglo pod Bags, trak za lase mi je vrglo pod Bags" / Eva (eva3.mp4 31:30): "In tudi predlagal mi je pižamo. To je spodnji del pižame."

eva.styld1.mp4 11:11–12:15

Eva (11:40): "Ne morem spremenit kategorije! Na Bikini lahko samo ime spremenim." [Screen: At 11:18–11:27 Eva types "Bikini" into the "Name" input and clicks Save; the item stays in Tops & T-shirts with title "Bikini" until Kristjan tells her to scroll down to "What it is -> Swimwear" at 11:45–12:07.]

eva.styld1.mp4 12:15–13:52

Eva (12:24, 13:15): "Ta ime cunje ful nima smisla... Jaz mogoče tudi ne bi, da se mi ime pokaže, ampak bi raje videla, da se mi ime pokaže pol ko kliknem... ko si v garderobi vidiš samo slikico pa nič drugega."

eva.styld1.mp4 14:36–15:00, 17:12–17:55, 18:40–21:46

Eva (19:02–19:42): "Vsaj te superge bi si jaz ločila, da imam športne čevlje vsaj pod 'Sport shoes'... 4 pari od teh superg, ki so tukaj navedeni, so vsi: eni so za tečt, eni so za dvoranske športe, eni so pa pohodniški" / Kristjan (20:10–20:35): "eno je razširit mogoče te osnovne kategorije, pa AI-ju dat mogoče malo svobode, da se sam odloči, ko skenira nekaj novega, pa če ni ta prave kategorije, da jo pač ustvari, in pa da še uporabniku dovolim, da si naredi svoje kategorije."

eva.styld1.mp4 17:53–18:38

Eva (17:56–18:08): "tudi to me moti, da ko jaz grem ven iz nekega čevlja — glej, če grem na Sandals — me pol namesto da bi me vrglo nazaj na čevlje, me vrže nazaj na vse cunje!" / Kristjan (18:10–18:37): "ko ti izbereš ta nek filter, se mora ta izbran filter zapisat v URL, in potem ko se premikaš nazaj, mora to v URL-ju ostat."

eva.styld1.mp4 22:00–23:09

Eva (22:13–22:31): "A je tle kakšna možnost, da jaz ne bi dobila takega, ker da bi dobila direkt iz galerije? Ker tle recimo zdaj jaz vidim samo po imenu..." / Kristjan (22:58): "Bom vprašal Clauda, zakaj to tako naredi."

eva.styld1.mp4 23:34–24:08, 24:53–25:00, 31:47–32:51

Kristjan (24:53): "Kar dolgo časa tole melje, se mi zdi." [Screen: Photo 1 takes ~33s (23:35–24:08) and Photo 4 takes ~64s (31:47–32:51) in "Finding the clothes...".]

eva.styld1.mp4 24:08–24:22, 30:15–30:33, 31:26–33:00, 34:16–34:21, 35:18–35:35

Eva (24:15): "Vse je v garderobi: čevlji, pulover in majica [in plašč]." / Eva (32:41): "tle so in torbica, in čevlji, in oblekica je noter." / Eva (34:16): "Zdaj je to dodalo v mojo garderobo. Ampak to je že v moji garderobi, Kristjan! To ni v redu"

eva.styld1.mp4 24:08–26:45, 29:54–30:06

Kristjan (25:18): "Kaj je tole, nekaj čudnega je tole ven izrezal, zakaj je bele barve?" / Eva (25:49): "Po obliki ga vidim, da je to ta plašč, samo ne vem, zakaj je take barve." / Eva (29:54): "Aja, mogoče mi črne stvari pobarva na belo, da jih kao boljše [vidiš]"

eva.styld1.mp4 27:08–27:43, 30:36–31:06

Eva (27:13): "Tle pa sploh ni zaznal mene, ampak je zaznal tega tipa od zadaj! In je zaznal majico in hlače!" / Eva (30:43–30:55): "Zaznal je tega starega dedka ... pa zaznal je to punco za mano!" / Kristjan (30:53): "Ampak moje punce pa ni zaznal!"

eva.styld1.mp4 27:53–28:57, 36:25–36:44, 38:08–40:12

Kristjan (28:42): "on je kar dva koraka naredil... Tukaj v bistvu Board je že ta kolaž, mora biti, a ne." / Eva (39:44–40:09): "Pol ne rabim tega, mene lahko vrže direktno na ono, ne rabim tega! ... Bi bilo pa kul, da me direkt vrže na editing." / Kristjan (40:11): "Exactly."

eva.styld1.mp4 28:58–29:53; eva3.mp4 18:12–18:48

Eva (eva.styld1.mp4 29:03): "Tudi tlele spet v 'Your pieces', sorry ampak mi je ful smotano, da moram jaz tle zdaj čez vse svoje stvari it. Tle tudi rabim filtre..." / Kristjan (29:12–29:41): "da bi kliknila recimo tukajle gumb 'Add your piece', pa bi se ti od spodaj tak slider gor pripeljal, pa bi imela na vrhu filtre" / Eva: "Ja."

eva.styld1.mp4 33:00–33:41

Eva (33:25): "takoj ko grem nazaj, me vrže čisto na začetek" / Kristjan (33:31): "Spet mora, ohraniti si mora, če si bila v galeriji pa greš nazaj, da je spet nazaj v galeriji. To mora tako, da se v link shrani"

eva.styld1.mp4 32:58–34:15

Kristjan (34:10): "Tukaj se mi zdi, da je preveč klikanja, to bi moglo kar vse biti ..." [Screen: Tapping "Add to wardrobe" changes status to "Waiting in your review tray" -> user must tap "Open the review tray" -> tap "Add 1 to my wardrobe".]

eva.styld1.mp4 34:23–34:59

Eva (34:25–34:56): "Deletat? ... Edit ... Ja, saj grem dol. ... Kje? ... Delete, tle! To je Delete this item, aha." [Screen: Eva twice opens Edit mode and scrolls to the bottom looking for Delete, where only Save and Cancel exist; Delete is only visible on the read-only detail view.]

eva.styld1.mp4 35:40–35:56

Kristjan (35:40): "tukaj se mi zdi, da je malo preveč gumbov. Tale 'Favourite' gumb bi lahko mogoče bil samo srček na sami sliki recimo, a ne?" / Eva (35:50): "Ja."

eva.styld1.mp4 35:57–37:56; eva3.mp4 26:43–27:16

Kristjan (eva.styld1.mp4 35:57, 37:46): "Pa ta 'Cut out the outfit', to bi lahko kar avtomatsko naredilo ... Pač levo pa desno in pol imaš originalno sliko pa cut-out, in potem bi lahko vsaka od teh bila 'Add to board'." / Eva (37:44): "Da bi lahko tle se premikala med slikami, to bi bilo dobro, ja."

eva.styld1.mp4 38:24–38:58, 42:28–43:00

Eva (38:49): "da ko jaz kliknem na 'Boards', ta plusek meni da 'Make with Styld' template, ne da rabim pol še dvakrat klikniti." / Eva (42:28): "ko jaz stopim na 'Boards', bi kliknila na plus, in na plusu se bi mi prikazalo, tako kakor v PowerPointu, 'Templates'"

eva.styld1.mp4 40:18–40:23

Kristjan (40:18): "Pa potem tukajle bi tudi moral biti nek gumb za sharat." / Eva (40:24): "Ja"

eva.styld1.mp4 37:16–37:21, 40:15–40:44; eva3.mp4 08:17–08:30

Eva (eva.styld1.mp4 40:24): "tukaj bi moral biti en gumb, da me ne vrže nazaj na... Glej, zdaj moram jaz vse..." / Kristjan (eva3.mp4 08:24): "saj gumb obstaja, saj mora delati, no, če je gumb na Androidu, je na Androidu."

eva.styld1.mp4 41:34–42:29; stly.eva2.mp4 03:12–03:34; eva3.mp4 02:21–02:42, 07:24–07:52

Eva (eva.styld1.mp4 42:09): "...pač navadne zbralo cunje iz moje garderobe. By the way, dve od teh sta satenaste obleke, ki nimata kaj delat v Indiji. To so fancy obleke za, pač, poroke in tako. In nekaj je moj modrc iz kopalk. In nekaj je moj športni modrc." / Eva (stly.eva2.mp4 03:12): "če se mi pokažejo samo takole kosi — kaj bom s tem? To mi nič ne pomaga, ne. Kar jaz rabim, je dejanske outfite"

eva.styld1.mp4 43:00–43:12; stly.eva2.mp4 01:36–03:56; eva3.mp4 00:38–06:27

Eva (eva3.mp4 00:52–02:21): "ko jaz pač zberem ta board, me vpraša, kateri kos mojih oblačil oziroma sliko hočem... Če bi sliko iz interneta vnesla, me vpraša, če hočem cutout... Če pa je iz moje garderobe, pa že ta obrezano stvar da takole na sredino... In potem okoli tega sestavi outfite. In sicer vsak outfit mora imeti čevlje, vsaj en dodatek — po možnosti dva vsaj — am, potem pa kos, ki ga izbereva, nek jopič, neko majico oziroma nek zgornji del... in spodnji del."

eva.styld1.mp4 43:55–46:13; eva3.mp4 01:21–01:50

Eva (eva.styld1.mp4 45:09–46:05): "namesto da je 'A mood board', 'A sticker', da jaz tle dobim 'A wishlist board', kliknem na njega... in potem se mi pokaže ikonica 'Add a wishlist item'. Jaz dodam sliko česarkoli pač hočem, in ta izdelek se avtomatsko prikaže na sredini. In potem se okoli njega lahko razvrstijo stvari iz moje garderobe, ki AI misli, da bi šle zraven... da vidim, če ga bom res uporabljala"

eva.styld1.mp4 43:12–43:43; stly.eva2.mp4 00:43–02:05; eva3.mp4 06:28–07:35

Eva (stly.eva2.mp4 00:43–01:55): "jaz rečem 'seven days worth of outfits'... in tukaj me vpraša: 'What's the weather gonna be?' In jaz rečem, ne vem, 'cold December week'... In on na to temo pripravi sedem outfitov... 'Outfit of the day', pa da mu noter napiševa, pa da on vrže kose za tisti dan." / Eva (eva3.mp4 06:28–07:10): "Pol en template bi jaz pustila prazen... da lahko recimo nekdo naredi tole: 'Office looks 2026'... Mu daš naslov, izbereš barvo in potem lahko daš cutoute sebe v različnih outfitih... in ga pol javno objavi."

eva3.mp4 03:38–05:22

Eva (03:44–05:15): "Ne rabi biti vedno isto, še boljše bi bilo, če je vsakič dinamično... In v tem bi mogoče ga prosila, da mi... da tematsko ozadje. Ne, da vsakič vrže neko drugo ozadje za moodboard. Ne rabi biti vedno bež... če bi jaz zbrala neko pikčasto črno-belo obleko, bi mi lahko dal svetlo modro ozadje"

eva3.mp4 14:19–14:30

[Screen: At 14:20–14:29, after switching from H&M / ABOUT YOU back to Chrome on Android, the Wardrobe | Styld page renders a solid black viewport below the Chrome address bar for ~9 seconds.]

eva3.mp4 08:55–11:37, 16:55–17:45, 24:39–24:55

Eva (10:11): "Boards je laboratorij, kjer jaz eksperimentiram s stvarmi. Moja garderoba je pa kot neke sestavine, ki jih jaz dajem v laboratorij." / Eva (17:00–17:20): "Jaz bi dala Wardrobe, Laboratorij... ko grem na Boards, ne, tle se mi potem lahko odpre Laboratorij in potem namesto da bi imela tule Boards, se mi odprejo Boards, Gallery, Looks." / Kristjan (17:27): "Mhm, bravo, ja."

eva3.mp4 18:55–21:18

Eva (19:26–19:33): "Ja, klikam, nič se ne zgodi... Ta dva gumba ne delata. Tudi to bi bilo fajn, da jih lahko dam čez." / Kristjan (20:55): "OK, bo Claude pogruntal, kaj se je tukaj zamučkalo. Hočeva imeti torej kontrolo, da lahko dava bring to front pa bring to back"

eva3.mp4 19:39–20:08, 21:06–21:17

Eva (19:39–20:05, 21:06): "lahko namesto da sta dve puščici, ena za gor, ena za dol, daš v isti gumb, isto kakor je tle za obrnit... da ga lahko klikam, pa daje odzadaj, odspredaj, odzadaj, odspredaj... Z enim gumbom."

eva3.mp4 21:30–26:38

Eva (21:30–22:08): "dam 'Turn into a look' in potem je to na rezervi. Ker point Looksov je, da enkrat, ko sem jaz brez idej, lahko samo grem v Lookse... jaz imam neke formule, ki sem jih že sestavila z mojimi cunjami" / Kristjan (23:25–24:05): "bi rekla: 'OK, te štiri mi spremeni v Look.'" / Eva (24:07, 25:24): "Jaz mislim, da lahko narediva 'Export to look'... Look bi moral biti samo en [outfit]... In je fiksen."

eva3.mp4 28:27–29:57, 33:28–33:58

Eva (28:34–28:45, 29:06): "Meni so bile one zvezdice drugače ful všeč za AI... Namesto povečevalne lupe bi jaz dala zvezdice... mislim, da je ta Search malo obsolete." / Kristjan (29:42): "dam povečevalno steklo stran, pa dam ikono za AI, tisto zvezdico, in te tista zvezdica lahko kar takoj semle vrže, že na tale screen [Ask Styld]." / Eva (29:56): "Tako."

eva3.mp4 30:00–30:22, 35:21–36:47, 38:31–38:37

Eva (30:00): "dodala 'Analyze my wardrobe' kot eno izmed teh osnovnih vprašanj, da lahko direkt klikneš." / Eva (35:55–36:45): "mi je bilo zadnjič ful dobro, da je šel: imaš toliko pa toliko kosov tega, toliko pa toliko kosov tega... zdi se mi, da imaš premalo tega, zdi se mi, da imaš preveč tega... Raje vidim, da če ga vprašam za 'Analyze my wardrobe', da mi dejansko spiše: toliko imaš teh kosov, toliko imaš zgornjih kosov, toliko imaš spodnjih kosov, barvno vidim, da večinoma prevladuje ta barva"

eva3.mp4 30:25–30:48, 34:10–35:17, 38:31–38:37

Kristjan (30:45): "To je čisto predolgo, a?" / Eva (34:33): "On je bil hitrejši, se mi zdi, no." / Kristjan (34:41): "To, to, to bom popravil, to se da popravit."

eva3.mp4 40:33–41:52; eva5styld.mp4 00:07–00:48, 03:34–03:45

Eva (eva3.mp4 40:44–41:43): "jaz bi dala ne 'Save to a board', ampak 'Add to board'... ko kliknem na svinčnik, bi jaz dala 'Add the back'... mogoče, da je samo ikonica za boarde." / Eva (eva5styld.mp4 00:20–00:45, 03:34): "'Save to board' bova spremenila v 'Add to board', bova zmanjšala v neko ikonico, ki jo lahko na strani kliknem... In 'Add the back' bova dodala tukaj gor, kjer je svinčnik, se pravi v ta urejevalnik... čisto od zgoraj pred 'Name'-om 'Add the back'."

eva5styld.mp4 00:59–01:11

Kristjan (00:59): "Kaj pa to zdaj ne naloada? What the fuck? A je zaštekalo ali je... Aha, okej." [Screen: Tapping "Sportswear" at 00:59 shows an empty dark placeholder box for ~12 seconds until 01:11 when the olive bralette cutout loads.]

eva5styld.mp4 01:12–03:07

Kristjan (02:47): "jaz bi lahko naredil, da lahko ti klikneš na tale 'Plain' in ti pokaže dropdown z vsemi opcijami in lahko že kar tukaj mu spremeniš." / Eva (02:57): "Ne, to je ful gumbov! Meni je všeč to. Meni je všeč, da ni gumbov, da je tle direkt to, kar je, in da imam gumb edit." / Kristjan (03:04): "Okej, okej, okej, ti zaupam."

eva5styld.mp4 02:09–02:21, 03:17–03:33

Eva (02:09, 03:17): "tle bi jaz mogoče pri vremenu dodala še 'Summer', 'Autumn', am, da lahko označim letni čas, ne samo 'Warm weather', 'Cold weather'... Jaz bi samo pri vremenu dodala še letne čase, pa 'Rainy', se pravi, da je waterproof, a veš, ali pa windproof."

eva5styld.mp4 03:46–04:55

Eva (04:32–04:53): "Zdajle, ko je to čisto osnova, jaz mislim, da bi bilo čisto kul, da ti pokaže 'Monday', am, pa outfit, 'Wear this', pa tale, ki menjava outfite, mi je čisto kul. To, to mi je perfektno, kar imaš zdaj, tako da to ne bi ful spreminjala. Zaenkrat sem srečna s tem, bova pol popravljala."

eva5styld.mp4 05:04–05:29

Eva (05:04): "'Photos and videos', pa bova kamero dala... Kje je zdaj un kvadratek? A jaz moram zdaj slikat?" / Kristjan (05:16): "Ne, ne, pojdi nazaj... Ti imaš tukajle, ti imaš 'Lay pieces out' ali pa 'Hold the pieces'."

eva5styld.mp4 05:38–06:19, 07:53–11:18, 13:03–15:35

Eva (08:12, 09:06): "čeprav je tam napisal 'Back and front', mi je dodal kot dva posebna kosa... Tle 'Front'... glej, isto je zaznal, vidiš! Ni zaznal backa kot back... Zato ker tako hitro slika, da on zavzame, preden jaz obrnem, to vzame kot že slikano!" / Eva (11:00): "namesto da bi bil 'Front' in 'Back', mi dodaja kot dva različna!" / Kristjan (14:56): "Tukaj se je pa nov problem zgodil. In sicer, am, mislim, da je zaznal kot črno barvo eno sliko." / Eva (15:10–15:31): "'Top', čeprav mi je [pisalo] 'Back', ne slika backa! Vidiš? Če jaz to shranim, 'Add 3 to my wardrobe', mi bo shranilo vse tri kot posebne kose! ... Tako da ta funkcija ne deluje."

eva5styld.mp4 05:51–05:56, 11:25–12:28

Eva (11:25, 12:03): "jaz bi rabila več časa... in da preden slika, naredi: 'ena, dva, tri'... Jaz bi to na večji naredila, ker ko jaz slikam, nimam toliko cajta gledat v ekran, a veš, ker obračam kose in to." / Kristjan (12:09): "da reče: okej, aha, zaznal sem, da si pri miru, in potem odšteva '3, 2, 1', in bi se prav te cifre na ekranu pojavile." / Eva (12:20): "Ja, ja, no, saj to sem mislila, a veš, da je tako kakor v igrici, preden začneš!"

eva5styld.mp4 06:13–06:21

Eva (06:13): "Zdaj pa dam '6 taken', kako dam?" / Kristjan (06:16): "Tam imaš gumb 'Done' levo dol." [Screen: While Eva leans in to tap "6 taken" at top right, "Looking..." triggers on her face and captures a 7th photo ("7 taken") at 06:18 before she taps "Done" at 06:20.]

eva5styld.mp4 06:21–08:07, 10:17–10:56

Eva (06:34, 08:01): "Aha, našlo je moje cunje, kar pač sem imela na sebi oblečeno... zato ker opazil je moje plašče" / Kristjan (06:48): "Aha, tukaj tale tam rabi nekaj cajta. Tole moraš še malo boljše naredit... samo traja, da se pojavijo." [Screen: On "To review | Styld", the count climbs from 3 -> 6 -> 8 -> 9 -> 12 -> 14 pieces found over 90 seconds, filling the grid with 9+ dark cutouts of Eva's worn black outfit and background closet coats labeled "Trousers / Coat / Jeans / Shorts — Needs a better look".]