Use the uploaded product image exactly as it is — do not alter, redraw, or reinterpret any part of it. Follow the guidelines below to create a high-quality, cinematic product presentation: • Keep the product fully intact — all text, labels, proportions, packaging, and colors must remain exactly the same. • Use natural or cinematic lighting to enhance the product’s appeal. • Place the product on a realistic surface that matches its category (e.g. wooden kitchen table for bread, bathroom shelf for skincare, desk for tech gadgets). • Add complementary props if appropriate (e.g. toast and coffee for bread, leaves and water droplets for skincare) — but do not let them touch or cover the product. • Use a softly blurred or ambient background (e.g. kitchen, morning window light, minimal interior). • Include soft shadows and subtle reflections for a grounded, photo-realistic effect. • Final result should feel premium, natural, and visually appealing — with 100% fidelity to the uploaded product image.

{ "request_parameters": { "aspect_ratio": "9:16", "identity_preservation": { "mode": "strict", "target": "reference_face_retention", "features": "natural_likeness_only" } }, "visual_composition": { "subject": { "entity": "Woman", "pose": { "body": "Seated on a warm-toned banquette", "orientation": "Sophisticated profile", "gaze": "Looking toward the side" }, "wardrobe": { "primary": "Fitted deep red strapless dress", "accents": "Matching draped scarf detail" }, "interactions": { "right_hand": "Holding a white wine glass", "left_hand": "Holding a clutch bag" } }, "environment": { "setting": "Elegant restaurant interior", "atmosphere": "High-end upscale evening", "architectural_details": [ "Gold accents", "Strategic mirrors", "Fine dining table setting" ] } }, "technical_direction": { "lighting": { "source": "Warm tungsten", "shading": "Soft shadows", "skin_finish": "Subtle glow" }, "optics": { "lens_emulation": "35mm prime", "depth_of_field": "Shallow (bokeh background)", "focus_points": [ "Facial features", "Wine glass" ] }, "post_processing": { "vibe": "High-end editorial", "color_grading": "Realistic / Cinematic", "texture": [ "Natural skin grain", "Gentle film grain" ] } }, "quality_assurance": { "negative_prompt_array": [ "over-sharpening", "AI artifacts", "deformed glass", "extra fingers", "warped jewelry", "weird reflections", "text", "watermark", "low-resolution", "distorted facial features" ] } }

{ "system_architecture": { "version": "KR_Idol_PureDesire_v2", "project_id": "Seamless_Life_Collage", "framework": { "format": "2x2 Seamless Grid (Zero Gap)", "aspect_ratio": "3:4", "composite_mode": "Perfectly fused edges / No white borders / No gutters", "engine_mode": "Analog Film Emulation / K-Pop Visual Aesthetic" } }, "biometric_anchor": { "subject_desc": "Korean K-pop idol, visual member, pure and sexy aura", "identity_logic": { "consistency_lock": "100% facial feature match across quadrants", "vibe_blend": "Innocent face + Alluring vibe (Pure Desire style)", "surface_parameters": [ "Pale glass skin", "Soft peach blush", "Slight sweat/glow for realism", "Film grain texture" ] } }, "quadrant_temporal_logic": { "quadrant_01": { "id": "MORNING_BED", "perspective": "POV Boyfriend / High angle looking down", "state_logic": { "facial": "Messy hair, rubbing one eye, lips slightly parted, defenseless look", "pose": "Lying on stomach, propped up on elbows, looking up lazily", "apparel": "Oversized white boyfriend shirt (one shoulder slipping off)" }, "environmental_logic": { "location": "White bed sheets", "lighting": "Hazy overexposed morning sunlight", "style": "Dreamy, soft focus, intimate" } }, "quadrant_02": { "id": "PRACTICE_SWEAT", "perspective": "Mirror Selfie (Floor level)", "state_logic": { "facial": "Biting lower lip playfully, wink, flushed cheeks from exercise", "pose": "Sitting with legs stretched out towards mirror, phone covering half face", "apparel": "Tight crop top + Grey sweatpants (waistband folded)", "accessory": "Cute stickers on phone case" }, "environmental_logic": { "location": "Dance Studio", "lighting": "Mixed fluorescent and window light", "style": "Authentic grit, slight motion blur" } }, "quadrant_03": { "id": "STREET_SUMMER_VIBE", "perspective": "High-Angle Candid (The 'Puppy' Angle)", "state_logic": { "facial": "Looking up at camera with wide innocent eyes, cooling cheek with a cold glass bottle", "pose": "Squatting/Crouching next to a retro vending machine, knees together (cute but alluring silhouette)", "apparel": "Short pleated skirt + fitted camisole" }, "environmental_logic": { "location": "Street corner / Vending Machine", "lighting": "Golden hour sunlight hitting the face, lens flare", "style": "Vibrant colors, nostalgic summer film vibe, visually distinct" } }, "quadrant_04": { "id": "NIGHT_FLASH_FUN", "perspective": "Direct Flash Close-up", "state_logic": { "facial": "Scrunching nose, messy eating (cream/sauce on lip), playful eye contact", "pose": "Leaning in very close to the lens, holding a snack/pizza slice", "apparel": "Silk pajamas or comfy homewear" }, "environmental_logic": { "location": "Dimly lit living room", "lighting": "Harsh direct camera flash", "style": "Retro disposable camera aesthetic, high contrast" } } }, "technical_pipeline": { "optical_simulation": { "film_stock": "Kodak Portra 400 (Warm & Grainy)", "lens": "35mm Prime", "effects": "Halation, Film Grain, Light Leaks" }, "prohibition_matrix": { "elements": "NO TEXT, NO WATERMARKS, NO BORDERS, NO FRAMES, NO SPLIT LINES", "quality": "No bad anatomy, no blurry face", "vibe": "No western makeup style, no overly sexualized poses (keep it subtle/suggestive)" } } }

A full-body fashion photograph of a uploaded woman lying on an ornate Persian rug, shot from a top-down angle. Her long hair is spread naturally on the rug. One arm is raised over her forehead in a relaxed pose. Soft indoor lighting with warm tones, detailed rug patterns, realistic skin texture, editorial fashion photography style, cinematic realism, natural makeup, high resolution.

A young man sitting casually at a modern café counter, smiling while holding a glass of iced coffee. On the table in front of him stands a small 3D chibi character version of the same man. The chibi has super-deformed proportions, a large head, big expressive eyes, and simplified facial features. It has a smooth 3D plastic or clay-like texture, soft studio lighting, and a clear shadow on the table surface. The chibi is holding a tiny glass of coffee. Warm pendant lights, wooden café interior, cinematic realistic human combined with stylized 3D chibi, shallow depth of field, vertical 9:16.

A photo of oneself trying to win their own idol plushie from a UFO catcher A photo taken from the opposite side of the UFO catcher

A dynamic aerial view of a bustling city street, focusing on a miniature [BRAND] store. The camera performs a smooth, sweeping dolly in towards the storefront, capturing the vibrant activity of pedestrians, cyclists, and vehicles. Bright daylight illuminates the scene, highlighting the distinctive branding and merchandise displayed in the window. The atmosphere is lively and energetic, with a playful, miniature aesthetic that emphasizes the intricate details of the cityscape. 1080x1080 dimension.

cinematic portrait photography of a young woman sitting in a field at golden hour, soft natural light, silver-blonde short hair, minimal fashion with a black t-shirt and light bandana, fine art portrait style. emotional realism with calm expression, modern editorial mood, subject leaning against a mirror creating symmetrical reflection, high fashion editorial look, moody color grading, shallow depth of field, subject-isolation technique, viral visual composition, cinematic framing, contemporary visual storytelling. subtle texture in background, clean tones, artistic photography, urban stillness aesthetic blended with nature, soft contrast and gentle highlights.

Photorealistic edit using the input person photo as strict identity reference: keep the same face, facial features, skin tone, hairstyle (color/bangs/length/volume), outfit and accessories unchanged (no face swap, no new person, no hair/outfit change). Only modify expression, subtle head angle/gaze, light body language, and background. Expression must be light tsundere: her boyfriend just complimented her / wants to film her; she acts annoyed like “stop it / don’t film me,” but it’s actually soft and sweet underneath. Facial actions: slightly averted gaze (side glance), a tiny eyebrow raise, lips gently pressed or a small pout, a barely-there restrained smirk (almost smiling but resisting), with a hint of shy pride; not real anger, not hostile, no big toothy grin. Body language: torso slightly turned away as if avoiding the camera, shoulders subtly rotated out; eyes glance back with a side-eye; one hand makes a gentle “stop / don’t film” block near the chest (light, half-hearted, not grabbing the phone). Clean soft studio realism, face in sharp focus. Replace background with a solid pink seamless studio backdrop (subtle gradient ok). Avoid identity changes, hair/outfit changes, exaggerated kawaii deformation, rage/aggressive vibe, text/watermarks/frames, extra fingers/deformed limbs.

Using the uploaded photo as the sole character reference, generate a vertical outfit poster. 【LAYOUT HARD RULES】 - Must have exactly 6 cards only, 2 rows × 3 columns (3 columns across, 2 rows down) - Row 1: LOOK 1, 2, 3 | Row 2: LOOK 4, 5, 6 - Prohibited: 9-grid, 3 rows × 2 columns, 2-column layout, extra cards, top header/title 【CANVAS & LAYOUT】 - Vertical 4:5 aspect ratio, background #F7F5F2 - Grid occupies ≥92% of canvas height, bottom margin ≤3% - Outer margin 2%, spacing 1.5%, strictly aligned 【CARD SPECIFICATIONS】 - White background #FFFFFF, border-radius 5%, stroke 1px #E5E7EB - Top title bar: height 12%, background #F3F4F6, text color #111827 - Sans-serif font, alignment consistent throughout 【CHARACTER CONSISTENCY】 - All 6 must be the same person in different outfits: same face, same hairstyle, same body proportions, same demeanor - Prohibited: switching people/changing face/altering gender features/extreme slimming or leg lengthening 【PHOTOGRAPHY QUALITY】 - Master-level studio full-body lookbook, 85mm portrait lens look - Softbox key light + subtle fill, natural skin texture with light retouching - Solid seamless background (white/light gray/off-white), no clutter 【UNIFORM CROPPING】 - 4:5 full-body, complete from head to shoes - Subject centered, height 88%±2% - Headroom 2-4%, footroom 3-5%, shoes fully visible - All six shots: consistent camera height/focal length/lighting/pose 【OUTFIT RULES】 - Auto-adapt based on subject age (adult/child) - Each look ≤3 core items, max 3 colors per outfit, accessories ≤2 - 6 looks distinctly different, but unified style: minimal/clean/polished/easy to recreate 【TITLE SETS】 Adult: Business/Classic → Casual/Weekend → Smart Casual/Evening → Resort/Vacation → Athleisure/Active → Layered/Transitional Kids: Everyday/Clean → School/Polished → Weekend/Play → Party/Sweet → Active/Sporty → Layered/Cozy NEGATIVE: 3x3, nine-grid, 9 cards, extra cards, 3 rows x 2 columns, two-column layout, big top header, page title, switching people, changing face, multiple people, lowres, blurry, plastic skin, wide-angle distortion, fisheye, warped body, extreme slimming, long legs effect, outdoor background, textured wall, cut off shoes, half body, adultification, sexy, lingerie, see-through, high heels (kids), heavy makeup (kids), watermark, cropped text

{ "meta": { "task": "reverse_prompt_engineering", "target": "studio_fashion_editorial_portrait", "output": "engineering_grade_controls", "language": "en", "notes": [ "All values are inferred from the image; treat numeric fields as controllable targets.", "Focus: composition + ribbon motion/DOF + wardrobe structure + muted cinematic grade." ] }, "frame": { "orientation": "portrait", "aspect_ratio": "4:5", "shot_type": "medium_close_up", "crop": { "top_margin": "tight_headroom", "bottom_cut": "below_chest", "left_margin": "medium", "right_margin": "medium" }, "composition": { "subject_position": { "anchor": "center", "offset": { "x": 0.06, "y": 0.00 } }, "negative_space": { "background_fill": "solid", "space_bias": "left_for_ribbon_motion" }, "leading_lines": [ { "type": "foreground_ribbon", "path": "S_curve", "direction": "neck_left_to_lower_left", "purpose": "depth_and_motion" } ] } }, "camera": { "camera_height": "slightly_below_eye_level", "vertical_angle_deg": -5, "horizontal_angle_deg": 0, "distance": "portrait_distance", "lens": { "focal_length_mm": 85, "look": "portrait_tele" }, "exposure": { "aperture_f": 1.8, "shutter": "moderate", "iso": "low", "notes": [ "Shutter not ultra-fast; ribbon shows slight motion blur (not frozen)." ] }, "focus": { "focus_target": "face_skin_plane", "depth_of_field": "shallow", "foreground_blur": { "enabled": true, "target": "ribbon", "strength": "medium" }, "background_blur": { "enabled": true, "strength": "low_to_medium" } } }, "subject": { "type": "young_woman", "age_range": "20-25", "pose": { "body_orientation": "front_facing", "shoulders": "relaxed", "head_tilt": { "pitch_deg": 12, "yaw_deg": 0, "roll_deg": 0 }, "eyes": "closed", "expression": "calm_detached", "chin": "slightly_up" }, "appearance": { "hair": { "style": "straight", "length": "medium_long", "bangs": "blunt", "part": "near_center", "color": "ash_gray_brown", "texture": "smooth" }, "makeup": { "style": "natural_minimal", "contrast": "low", "finish": "matte" }, "skin": { "tone": "pale_neutral_cool", "texture_detail": "high", "shine": "controlled_low" } } }, "wardrobe": { "outerwear": { "item": "oversized_tailored_blazer", "color": "dark_charcoal", "fit": { "silhouette": "oversized", "shoulders": "structured_wide", "waist": "relaxed" }, "lapel": "not_emphasized", "neckline": { "shape": "deep_V", "depth": "high" }, "fabric": { "type": "wool_like_suiting", "surface": "matte" } }, "accessory": { "item": "sheer_ribbon_choker", "material": "organza", "color": "soft_white", "position": "left_side_of_neck", "knot": "loose_bow", "tails": { "count": 2, "length": "long", "behavior": "wind_swept" } } }, "dynamic_elements": { "wind": { "enabled": true, "strength": "gentle", "direction": "from_right_to_left", "effect_targets": [ "ribbon_tails" ] }, "ribbon_motion": { "path_shape": "S_curve", "foreground_depth": "closer_than_face", "motion_blur": { "enabled": true, "amount": "subtle" }, "occlusion": { "covers_subject": "no", "crosses_frame": "yes", "foreground_presence": "strong" } } }, "environment": { "location": "studio", "background": { "type": "seamless_paper", "color": "neutral_warm_gray", "texture": "none", "gradient": "very_subtle" }, "props": "none" }, "lighting": { "setup": "single_key_softbox_plus_fill", "key_light": { "type": "large_softbox", "position": "front_high", "angle": { "horizontal": 0, "vertical": 35 }, "quality": "very_soft", "wrap": "high" }, "fill": { "type": "bounced_or_ambient", "amount": "medium", "purpose": "reduce_contrast" }, "shadow": { "hardness": "soft", "contrast": "low", "under_chin": "minimal" }, "specular_control": { "skin_highlights": "suppressed", "fabric_highlights": "low" } }, "color_grade": { "style": "editorial_muted_cinematic", "white_balance": { "temperature": "slightly_cool", "tint": "neutral" }, "global": { "saturation": -20, "contrast": -10, "clarity": -5, "texture": 5, "dehaze": 0 }, "tones": { "highlights": -15, "shadows": 5, "whites": -10, "blacks": 8 }, "color_bias": { "overall": "gray_beige_base_with_cool_skin", "avoid": [ "warm_orange_skin", "vivid_colors" ] }, "grain": { "enabled": true, "amount": "very_low" }, "vignette": { "enabled": true, "amount": "subtle" } }, "rendering_style": { "medium": "photorealistic", "genre": "high_fashion_editorial", "detail": "high", "cleanliness": "ultra_clean", "bokeh": "creamy", "notes": [ "Keep background simple; the ribbon provides the only strong motion/foreground layer." ] }, "prompt_payload": { "positive_prompt": "minimalist high fashion editorial studio portrait of a young woman, medium close-up, vertical composition, subject centered slightly to the right, camera slightly below eye level, subtle low angle view, head gently tilted back, eyes closed, calm and detached expression, relaxed posture, straight medium-long ash gray brown hair with blunt bangs, natural minimal makeup, smooth matte pale skin, wearing an oversized dark charcoal tailored blazer with deep V neckline, structured shoulders, white sheer organza ribbon choker tied loosely around the neck, long translucent ribbon flowing forward into the foreground, soft S-curve motion, slight motion blur on ribbon, clean neutral warm gray studio background, soft diffused studio lighting from front and above, very low contrast, soft shadows, shallow depth of field, foreground ribbon slightly out of focus, realistic photography, high detail skin texture, cinematic muted color grading, desaturated tones, editorial fashion magazine style, 85mm lens look, f1.8, ultra clean composition", "negative_prompt": "cartoon, anime, illustration, painterly, heavy makeup, glossy oily skin, harsh shadows, hard rim light, cluttered background, busy patterns, neon colors, warm orange skin, wide angle distortion, extreme bokeh artifacts, extra accessories, jewelry, text, watermark, logo, lowres, blurry face" }, "control_knobs": { "must_match": [ "eyes_closed", "head_tilt_back", "oversized_dark_charcoal_blazer_deep_V", "white_sheer_ribbon_choker_left_side", "foreground_ribbon_S_curve_motion", "neutral_warm_gray_seamless_background", "soft_diffused_low_contrast_lighting", "muted_cinematic_editorial_grade", "shallow_DOF_face_in_focus_ribbon_slightly_out" ], "tunable": [ { "name": "ribbon_motion_blur", "range": "none->subtle->medium", "default": "subtle" }, { "name": "camera_low_angle_deg", "range": "-2 to -10", "default": -5 }, { "name": "background_gradient", "range": "none->very_subtle->subtle", "default": "very_subtle" }, { "name": "grade_coolness", "range": "neutral->slightly_cool->cool", "default": "slightly_cool" } ] } }

{ "prompt_data": { "subject": { "appearance": "Young woman with light skin tone, blonde hair pulled back into a high ponytail with loose strands framing the face, rosy cheeks, visible small tattoo on the side of the neck/behind ear.", "body_type": "Fit, curvy physique.", "accessories": "Gold ring on ring finger, gold anklet." }, "clothing": { "top": "Black long-sleeved tight-fitting compression top or bodysuit.", "bottom": "Black tight-fitting mini shorts (booty shorts).", "footwear": "Barefoot (pink Crocs visible on the floor nearby)." }, "pose_and_action": { "posture": "Kneeling on a white fluffy rug, body turned in profile to the mirror, back arched fully.", "action": "Taking a mirror selfie with a smartphone, right hand holding the phone, left hand resting gently on chest/collarbone.", "gaze": "Looking at the phone screen/mirror reflection." }, "environment": { "setting": "Modern bedroom or dressing room.", "furniture": "White modern shelving unit/drawers on the left, white vanity chair with gold legs in background.", "decor": "White fluffy area rug (shag carpet), pink artwork/poster on the wall.", "objects": "Pink Crocs on the rug, clutter on dresser (cups, toiletries), smartphone with a black case covered in planet/space stickers." }, "lighting": { "type": "Soft indoor diffused lighting.", "source": "Natural light mix with room ambience.", "quality": "Even illumination, soft shadows, flattering skin tones." }, "styling_and_mood": { "aesthetic": "Influencer lifestyle, casual at-home aesthetic, Gen Z style.", "mood": "Relaxed, confident, candid, selfie mode." }, "technical_specs": { "camera_simulation": "iPhone rear camera or high-end mirrorless mimicking a mirror selfie.", "focal_length": "24mm (wide angle)", "aperture": "f/2.0", "quality_tags": [ "Ultra Photorealistic", "8k resolution", "Raw photo", "Hyper-detailed skin texture", "Masterpiece", "Sharp focus", "Nano Banana Pro optimized", "High fidelity", "Depth of field" ] } } }