{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
Based on the uploaded image, create a vertical 9:16, 8K high-fashion editorial portrait of me [the woman in the uploaded image — use the reference image as the exact basis for the face, facial features, and hairstyle]. 🔒 IDENTITY LOCK Preserve consistent facial features, natural skin texture with visible pores, realistic proportions, and subtle asymmetry. No smoothing, no filters, no exaggerated or caricatured effects. ⸻ 👤 SUBJECT — ME-INSPIRED FASHION ICON A confident woman. She has the exact same face, eyes, nose, lips, and expression as the person in the reference image. Her presence is playful, alluring, and self-assured, with a delicate doll-like touch — grounded in realism, without exaggeration. Her body must match the original subject in shape, skin texture, curvature projection, and bone structure — all curves must remain anatomically realistic, with no caricature or slimming. ### 1) SCENARIO (Set Designer / Environment Designer) * **Spatial geometry:** Composition in forced central perspective with a vanishing point located to the left, behind the figure. The setting is an outdoor corridor or atrium beneath a mezzanine. * **Planes:** Foreground occupied by the shoe base; midground by the central figure and pillars; background composed of an architectural structure (guard booth/elevator) and stairways. * **Materials:** Pavement made of concrete/stone blocks with a granular texture and geometric joints; circular raw concrete pillars; walls with ceramic cladding or rectangular stone tiles in earthy tones. * **Lighting:** Diffused natural light (coming from an upper/lateral opening of the atrium). Zenithal-lateral direction (upper left). Cast shadows are soft and elongated toward the lower right corner. Neutral color temperature (approx. 5500K). * **Geometric relationships:** Repetition of diagonal lines on the floor converging into the background, creating depth. Contrast between the verticality of the pillars and the tilted camera angle (low-angle shot / contra-plongée). --- ### 2) POSE (Photographer / Pose Stylist) * **Body axes:** Tilted vertical axis (low-angle perspective). Head slightly rotated toward the left profile with chin elevation (cervical extension). Torso with slight twist (contrapposto). * **Weight distribution:** Weight concentrated on the left (rear) leg, with the knee extended. Right (front) leg advanced, with plantar flexion, touching the ground only with the tip/platform. * **Joint angles:** Left arm extended along the body; right arm bent at the elbow (approx. 120°), holding the bag strap. * **Segment relationships:** Strong foreshortening in the legs due to the low camera angle, elongating the lower silhouette relative to the torso. * **Body expression:** Isometric muscle tension in the legs to maintain balance on heels; shoulders slightly pulled back. --- ### 3) HAIR (Hairstylist) She has the exact same hair as in the reference photo; styled as: * **Strand direction:** Vertical downward vectors, with a symmetrical center part. * **Volume:** High density, heavy gravitational fall over shoulders and back. Consistent width from roots to ends. * **Texture:** Completely straight (type 1A), with high light reflectivity (surface specular shine). * **Cut line:** Blunt cut (one-length), below bust line, extending to the waist. * **Light interaction:** Horizontal linear shine crossing the hair mass at temple height. * **Color:** Jet black (**Mandatory:** always preserve the bangs 100% of the time.) --- ### 4) MAKEUP (Professional Makeup Artist) Makeup must be clearly visible in wide framing. (**Mandatory:** always preserve the face 100%.) * **Skin prep:** Matte, full-coverage finish with complete chromatic uniformity. Highlighting on T-zone and cheekbones. * **Contouring:** Technical definition on infra-cheekbone hollows and jawline. * **Eyes:** Blended eyeshadow in neutral/cool tones with emphasis on bold black winged eyeliner. False lashes with high density and increasing length toward the outer corner. * **Lips:** Precisely defined cupid’s bow; fully filled with vibrant red pigment in a creamy/satin finish. * **Eyebrows:** Arched, thin, and densely filled (Instagram-brow style). --- ### 5) NAILS (Nail Designer) * **Length & shape:** Long, stiletto (pointed). * **Color/finish:** Glossy black polish. * **Structure:** Pronounced C-curve and reinforced apex, consistent with gel or acrylic extension techniques. --- ### 6) CLOTHING (Stylist / Tailor / Costume Designer) * **Crop Top:** Black cotton knit, tight fit. Crew neck with ribbed finish. Centered white screen-printed graphic. Short sleeves with tension at the armpits. * **Skirt:** High-waisted skater (A-line) silhouette. Medium-weight synthetic material (structured twill or polyester) maintaining a conical shape. Front closure with exposed metal zipper and ring pull. * **Lower Accessories:** Sheer tights (15–20 denier) with integrated garter belt, featuring satin ribbon bows as structural details at tension points. * **Footwear:** Double platform Mary Jane shoes with chunky heels. Glossy synthetic finish with metal stud applications along the edges and a strap across the instep. * **Gloves/Accessories:** Mesh arm warmers extending from forearm to back of the hand. Black leather/synthetic choker with a central metal ring. --- ### 7) STYLE (Image Editor / Retoucher) * **Sharpness:** Critical selective focus on the human figure; slight peripheral softness (subtle background bokeh). * **Skin treatment:** High-frequency digital smoothing, preserving pore texture while removing chromatic micro-imperfections. * **Color grading:** Desaturated environment palette (beiges and grays) contrasting with highly saturated black and red (lips). * **Quality:** High-resolution image with low digital noise in shadow areas. * **Aspect Ratio:** 3:4 (standard vertical format for social media).
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
Without changing facial features create a photo 1. Environment Scene Nighttime, inside an ultra-luxury black sedan with a rich burnt-orange leather interior (premium stitching, perforated seat texture, headrest embossing visible). Rear passenger door is open; glossy black exterior paint and door frame reflections are visible at the edqes. Her body type is slim thick with large prominent chest.Outside environment falls into deep darkness with minimal ambient spill, like a nightlife arrival moment 2. Pose & Body Language She is seated on the rear seat, leaning comfortably back into the seatback with relaxed shoulders. Torso subtly angled slight diagonal), head softly tipped toward the headrest area. Right lec crossed over left at the knee, both legs extendina toward the open door in a clean line. One hand rests softly on her upper thigh; the other arm relaxes along her side. Expression: calm, confident camera-aware luxury nightlife composure. 3. Outfit (luxury, NSFW-safe • Black bandeau top, matte and structured, clean straight neckline, no shine. Gucci monogram sheer tights GG pattern visible and consistent, realistic stretch over knee/ankle contours, no warping, no pixel pattern) • Black strappy open-toe heels, minimal, glossy leather finish with realistic specular reflections. 4. Accessories (luxury-coded) • Small structured deep-green crocodile-embossed mini handbag with polished gold hardware, placed beside her thigh. • Diamond tennis necklace + diamond anklet, crisp reflections under flash. • Nails: glossy French tips with soft pink base, subtle 3D bow + crystal accents clean symmetry, salon finish) 5. Hair & Makeup Hair: long, voluminous blonde blowout with large polished curls, deep side part, individual strand separation, soft flyaways, natural root depth. 6. Lighting (mandatorv, realism-first Harsh direct on-camera flash as the key light, bright and unapologetic - crisp highlights on cheekbones, lips, leather jewelry, tights pattern, and bag hardware: deep controlled shadows behind her into the cabin. Lighting is sharp, realistic, detail-enhancing - no diffusion, no haze, no glow. 7. Camera & Composition Camera positioned outside the open rear door, angled inward at seat height. Full-body framing from head to feet natural editorial perspective. Aspect ratio 3:4 (vertical) Camera: Canon EOS R5 Lens: 50mm prime Settings: ISO 320, f/2.4. 1/250s, direct flash enabled Ultra-sharp focus on face and outfit; background falls into natural, optical low-light softness (not digital blur) 8. Skin & Hair Texture Realism Visible pores across cheeks and nose under-eye micro-creases, peach fuzz catching flash, natural tonal variation and subtle oil sheen micro-breakup. Hair shows strand-level detail, flyaways at crown, realistic scalp visibility at part - no helmet hair 9. Final Image Vibe Luxury nightlife arrival energv - clean paparazzi/editorial flash, high-definition realism, expensive materials, sharp contrast. zero filter look COAT UPDATE (MATCH THE PURSE EXACTLY) Add this line into Outfit: "Long deep-green crocodile-embossed leather trench coat, same exact tone and croc texture as the handbag, worn open and draped naturally with realistic weight, thick leather folds, seam structure, and tension points at elbows and lap: NEGATIVE PROMPT filters, beauty smoothing, airbrushed skin, CGI, plastic skin, waxy finish, cinematic haze, glow, bloom, diffusion, blur, low-res, grain, film grain, distortion, warped GG pattern, incorrect logo, extra fingers, bad hands, messy face, over-sharpen halos, watermark, text, posterized shadows, stylized color grading, cartoon look, phone visible, mirror selfie
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "project_meta": { "task_name": "Hyper-realistic Screen Simulation", "target_model": "SDXL_1.0_Refiner", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "scene_composition": { "layer_1_physical_environment": { "camera_angle": "High-angle, downward shot (POV)", "subject_anchor": "MacBook Screen (95% fill)", "foreground_element": "Thin strip of physical keyboard visible at bottom edge", "surface_imperfections": [ "Visible RGB pixel-grid texture (Moiré effect)", "Micro-dust particles on glass surface", "Faint ambient light reflections (glossy finish)", "Subtle fingerprint smudges" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "active_window": { "app_name": "Photo Booth", "status": "Live Preview Mode", "position": "Dominant/Center-Left" } }, "layer_3_nested_content": { "location": "Inside the Photo Booth window", "setting": { "room": "Dim bedroom", "background": "Off-white wall, rumpled bedding", "lighting": "Mixed lighting (Cool blue screen glow + Warm skin tones), deep nocturnal shadows" }, "subject_details": { "identity_source": "uploaded_female_reference_image", "demographics": "Young adult female", "appearance": { "apparel": "Black top, grey bottoms", "expression": "Relaxed, candid, slight smile", "pose": "Reclining/Lying down, looking at screen" }, "props": { "item": "iPhone 15 Pro", "hand_position": "Held in right hand" } } } }, "generation_parameters": { "prompts": { "positive": "Hyper-realistic downward shot of a MacBook screen. The screen surface has visible dust, pixel grid, and reflection. The screen displays a macOS desktop in dark mode with a dominant Photo Booth live-preview window. Inside the window: A girl in a dark bedroom with an off-white wall and rumpled bedding. The girl is lying down, wearing a black top and grey bottoms, holding an iPhone 15 Pro in her right hand. Her face is fully visible (reference matched). Lighting is low-key, candid, nocturnal, with bluish screen glow mixed with warm skin tones. High fidelity, raw photo, unedited, natural noise.", "negative": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, deformed hands, blurry face" }, "sampling_settings": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }, "control_net_configuration": { "identity_strictness": "CRITICAL", "stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain text/interface sharpness and screen texture" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "source_image": "uploaded_female_reference_image" } ] } }
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Based on the uploaded image, create a vertical 9:16, 8K high-fashion editorial portrait of me [the woman in the uploaded image — use the reference image as the exact basis for the face, facial features, and hairstyle]. 🔒 IDENTITY LOCK Preserve consistent facial features, natural skin texture with visible pores, realistic proportions, and subtle asymmetry. No smoothing, no filters, no exaggerated or caricatured effects. ⸻ 👤 SUBJECT — ME-INSPIRED FASHION ICON A confident woman. She has the exact same face, eyes, nose, lips, and expression as the person in the reference image. Her presence is playful, alluring, and self-assured, with a delicate doll-like touch — grounded in realism, without exaggeration. Her body must match the original subject in shape, skin texture, curvature projection, and bone structure — all curves must remain anatomically realistic, with no caricature or slimming. ### 1) SCENARIO (Set Designer / Environment Designer) * **Spatial geometry:** Composition in forced central perspective with a vanishing point located to the left, behind the figure. The setting is an outdoor corridor or atrium beneath a mezzanine. * **Planes:** Foreground occupied by the shoe base; midground by the central figure and pillars; background composed of an architectural structure (guard booth/elevator) and stairways. * **Materials:** Pavement made of concrete/stone blocks with a granular texture and geometric joints; circular raw concrete pillars; walls with ceramic cladding or rectangular stone tiles in earthy tones. * **Lighting:** Diffused natural light (coming from an upper/lateral opening of the atrium). Zenithal-lateral direction (upper left). Cast shadows are soft and elongated toward the lower right corner. Neutral color temperature (approx. 5500K). * **Geometric relationships:** Repetition of diagonal lines on the floor converging into the background, creating depth. Contrast between the verticality of the pillars and the tilted camera angle (low-angle shot / contra-plongée). --- ### 2) POSE (Photographer / Pose Stylist) * **Body axes:** Tilted vertical axis (low-angle perspective). Head slightly rotated toward the left profile with chin elevation (cervical extension). Torso with slight twist (contrapposto). * **Weight distribution:** Weight concentrated on the left (rear) leg, with the knee extended. Right (front) leg advanced, with plantar flexion, touching the ground only with the tip/platform. * **Joint angles:** Left arm extended along the body; right arm bent at the elbow (approx. 120°), holding the bag strap. * **Segment relationships:** Strong foreshortening in the legs due to the low camera angle, elongating the lower silhouette relative to the torso. * **Body expression:** Isometric muscle tension in the legs to maintain balance on heels; shoulders slightly pulled back. --- ### 3) HAIR (Hairstylist) She has the exact same hair as in the reference photo; styled as: * **Strand direction:** Vertical downward vectors, with a symmetrical center part. * **Volume:** High density, heavy gravitational fall over shoulders and back. Consistent width from roots to ends. * **Texture:** Completely straight (type 1A), with high light reflectivity (surface specular shine). * **Cut line:** Blunt cut (one-length), below bust line, extending to the waist. * **Light interaction:** Horizontal linear shine crossing the hair mass at temple height. * **Color:** Jet black (**Mandatory:** always preserve the bangs 100% of the time.) --- ### 4) MAKEUP (Professional Makeup Artist) Makeup must be clearly visible in wide framing. (**Mandatory:** always preserve the face 100%.) * **Skin prep:** Matte, full-coverage finish with complete chromatic uniformity. Highlighting on T-zone and cheekbones. * **Contouring:** Technical definition on infra-cheekbone hollows and jawline. * **Eyes:** Blended eyeshadow in neutral/cool tones with emphasis on bold black winged eyeliner. False lashes with high density and increasing length toward the outer corner. * **Lips:** Precisely defined cupid’s bow; fully filled with vibrant red pigment in a creamy/satin finish. * **Eyebrows:** Arched, thin, and densely filled (Instagram-brow style). --- ### 5) NAILS (Nail Designer) * **Length & shape:** Long, stiletto (pointed). * **Color/finish:** Glossy black polish. * **Structure:** Pronounced C-curve and reinforced apex, consistent with gel or acrylic extension techniques. --- ### 6) CLOTHING (Stylist / Tailor / Costume Designer) * **Crop Top:** Black cotton knit, tight fit. Crew neck with ribbed finish. Centered white screen-printed graphic. Short sleeves with tension at the armpits. * **Skirt:** High-waisted skater (A-line) silhouette. Medium-weight synthetic material (structured twill or polyester) maintaining a conical shape. Front closure with exposed metal zipper and ring pull. * **Lower Accessories:** Sheer tights (15–20 denier) with integrated garter belt, featuring satin ribbon bows as structural details at tension points. * **Footwear:** Double platform Mary Jane shoes with chunky heels. Glossy synthetic finish with metal stud applications along the edges and a strap across the instep. * **Gloves/Accessories:** Mesh arm warmers extending from forearm to back of the hand. Black leather/synthetic choker with a central metal ring. --- ### 7) STYLE (Image Editor / Retoucher) * **Sharpness:** Critical selective focus on the human figure; slight peripheral softness (subtle background bokeh). * **Skin treatment:** High-frequency digital smoothing, preserving pore texture while removing chromatic micro-imperfections. * **Color grading:** Desaturated environment palette (beiges and grays) contrasting with highly saturated black and red (lips). * **Quality:** High-resolution image with low digital noise in shadow areas. * **Aspect Ratio:** 3:4 (standard vertical format for social media).
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
Without changing facial features create a photo 1. Environment Scene Nighttime, inside an ultra-luxury black sedan with a rich burnt-orange leather interior (premium stitching, perforated seat texture, headrest embossing visible). Rear passenger door is open; glossy black exterior paint and door frame reflections are visible at the edqes. Her body type is slim thick with large prominent chest.Outside environment falls into deep darkness with minimal ambient spill, like a nightlife arrival moment 2. Pose & Body Language She is seated on the rear seat, leaning comfortably back into the seatback with relaxed shoulders. Torso subtly angled slight diagonal), head softly tipped toward the headrest area. Right lec crossed over left at the knee, both legs extendina toward the open door in a clean line. One hand rests softly on her upper thigh; the other arm relaxes along her side. Expression: calm, confident camera-aware luxury nightlife composure. 3. Outfit (luxury, NSFW-safe • Black bandeau top, matte and structured, clean straight neckline, no shine. Gucci monogram sheer tights GG pattern visible and consistent, realistic stretch over knee/ankle contours, no warping, no pixel pattern) • Black strappy open-toe heels, minimal, glossy leather finish with realistic specular reflections. 4. Accessories (luxury-coded) • Small structured deep-green crocodile-embossed mini handbag with polished gold hardware, placed beside her thigh. • Diamond tennis necklace + diamond anklet, crisp reflections under flash. • Nails: glossy French tips with soft pink base, subtle 3D bow + crystal accents clean symmetry, salon finish) 5. Hair & Makeup Hair: long, voluminous blonde blowout with large polished curls, deep side part, individual strand separation, soft flyaways, natural root depth. 6. Lighting (mandatorv, realism-first Harsh direct on-camera flash as the key light, bright and unapologetic - crisp highlights on cheekbones, lips, leather jewelry, tights pattern, and bag hardware: deep controlled shadows behind her into the cabin. Lighting is sharp, realistic, detail-enhancing - no diffusion, no haze, no glow. 7. Camera & Composition Camera positioned outside the open rear door, angled inward at seat height. Full-body framing from head to feet natural editorial perspective. Aspect ratio 3:4 (vertical) Camera: Canon EOS R5 Lens: 50mm prime Settings: ISO 320, f/2.4. 1/250s, direct flash enabled Ultra-sharp focus on face and outfit; background falls into natural, optical low-light softness (not digital blur) 8. Skin & Hair Texture Realism Visible pores across cheeks and nose under-eye micro-creases, peach fuzz catching flash, natural tonal variation and subtle oil sheen micro-breakup. Hair shows strand-level detail, flyaways at crown, realistic scalp visibility at part - no helmet hair 9. Final Image Vibe Luxury nightlife arrival energv - clean paparazzi/editorial flash, high-definition realism, expensive materials, sharp contrast. zero filter look COAT UPDATE (MATCH THE PURSE EXACTLY) Add this line into Outfit: "Long deep-green crocodile-embossed leather trench coat, same exact tone and croc texture as the handbag, worn open and draped naturally with realistic weight, thick leather folds, seam structure, and tension points at elbows and lap: NEGATIVE PROMPT filters, beauty smoothing, airbrushed skin, CGI, plastic skin, waxy finish, cinematic haze, glow, bloom, diffusion, blur, low-res, grain, film grain, distortion, warped GG pattern, incorrect logo, extra fingers, bad hands, messy face, over-sharpen halos, watermark, text, posterized shadows, stylized color grading, cartoon look, phone visible, mirror selfie
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "project_meta": { "task_name": "Hyper-realistic Screen Simulation", "target_model": "SDXL_1.0_Refiner", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "scene_composition": { "layer_1_physical_environment": { "camera_angle": "High-angle, downward shot (POV)", "subject_anchor": "MacBook Screen (95% fill)", "foreground_element": "Thin strip of physical keyboard visible at bottom edge", "surface_imperfections": [ "Visible RGB pixel-grid texture (Moiré effect)", "Micro-dust particles on glass surface", "Faint ambient light reflections (glossy finish)", "Subtle fingerprint smudges" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "active_window": { "app_name": "Photo Booth", "status": "Live Preview Mode", "position": "Dominant/Center-Left" } }, "layer_3_nested_content": { "location": "Inside the Photo Booth window", "setting": { "room": "Dim bedroom", "background": "Off-white wall, rumpled bedding", "lighting": "Mixed lighting (Cool blue screen glow + Warm skin tones), deep nocturnal shadows" }, "subject_details": { "identity_source": "uploaded_female_reference_image", "demographics": "Young adult female", "appearance": { "apparel": "Black top, grey bottoms", "expression": "Relaxed, candid, slight smile", "pose": "Reclining/Lying down, looking at screen" }, "props": { "item": "iPhone 15 Pro", "hand_position": "Held in right hand" } } } }, "generation_parameters": { "prompts": { "positive": "Hyper-realistic downward shot of a MacBook screen. The screen surface has visible dust, pixel grid, and reflection. The screen displays a macOS desktop in dark mode with a dominant Photo Booth live-preview window. Inside the window: A girl in a dark bedroom with an off-white wall and rumpled bedding. The girl is lying down, wearing a black top and grey bottoms, holding an iPhone 15 Pro in her right hand. Her face is fully visible (reference matched). Lighting is low-key, candid, nocturnal, with bluish screen glow mixed with warm skin tones. High fidelity, raw photo, unedited, natural noise.", "negative": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, deformed hands, blurry face" }, "sampling_settings": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }, "control_net_configuration": { "identity_strictness": "CRITICAL", "stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain text/interface sharpness and screen texture" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "source_image": "uploaded_female_reference_image" } ] } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Based on the uploaded image, create a vertical 9:16, 8K high-fashion editorial portrait of me [the woman in the uploaded image — use the reference image as the exact basis for the face, facial features, and hairstyle]. 🔒 IDENTITY LOCK Preserve consistent facial features, natural skin texture with visible pores, realistic proportions, and subtle asymmetry. No smoothing, no filters, no exaggerated or caricatured effects. ⸻ 👤 SUBJECT — ME-INSPIRED FASHION ICON A confident woman. She has the exact same face, eyes, nose, lips, and expression as the person in the reference image. Her presence is playful, alluring, and self-assured, with a delicate doll-like touch — grounded in realism, without exaggeration. Her body must match the original subject in shape, skin texture, curvature projection, and bone structure — all curves must remain anatomically realistic, with no caricature or slimming. ### 1) SCENARIO (Set Designer / Environment Designer) * **Spatial geometry:** Composition in forced central perspective with a vanishing point located to the left, behind the figure. The setting is an outdoor corridor or atrium beneath a mezzanine. * **Planes:** Foreground occupied by the shoe base; midground by the central figure and pillars; background composed of an architectural structure (guard booth/elevator) and stairways. * **Materials:** Pavement made of concrete/stone blocks with a granular texture and geometric joints; circular raw concrete pillars; walls with ceramic cladding or rectangular stone tiles in earthy tones. * **Lighting:** Diffused natural light (coming from an upper/lateral opening of the atrium). Zenithal-lateral direction (upper left). Cast shadows are soft and elongated toward the lower right corner. Neutral color temperature (approx. 5500K). * **Geometric relationships:** Repetition of diagonal lines on the floor converging into the background, creating depth. Contrast between the verticality of the pillars and the tilted camera angle (low-angle shot / contra-plongée). --- ### 2) POSE (Photographer / Pose Stylist) * **Body axes:** Tilted vertical axis (low-angle perspective). Head slightly rotated toward the left profile with chin elevation (cervical extension). Torso with slight twist (contrapposto). * **Weight distribution:** Weight concentrated on the left (rear) leg, with the knee extended. Right (front) leg advanced, with plantar flexion, touching the ground only with the tip/platform. * **Joint angles:** Left arm extended along the body; right arm bent at the elbow (approx. 120°), holding the bag strap. * **Segment relationships:** Strong foreshortening in the legs due to the low camera angle, elongating the lower silhouette relative to the torso. * **Body expression:** Isometric muscle tension in the legs to maintain balance on heels; shoulders slightly pulled back. --- ### 3) HAIR (Hairstylist) She has the exact same hair as in the reference photo; styled as: * **Strand direction:** Vertical downward vectors, with a symmetrical center part. * **Volume:** High density, heavy gravitational fall over shoulders and back. Consistent width from roots to ends. * **Texture:** Completely straight (type 1A), with high light reflectivity (surface specular shine). * **Cut line:** Blunt cut (one-length), below bust line, extending to the waist. * **Light interaction:** Horizontal linear shine crossing the hair mass at temple height. * **Color:** Jet black (**Mandatory:** always preserve the bangs 100% of the time.) --- ### 4) MAKEUP (Professional Makeup Artist) Makeup must be clearly visible in wide framing. (**Mandatory:** always preserve the face 100%.) * **Skin prep:** Matte, full-coverage finish with complete chromatic uniformity. Highlighting on T-zone and cheekbones. * **Contouring:** Technical definition on infra-cheekbone hollows and jawline. * **Eyes:** Blended eyeshadow in neutral/cool tones with emphasis on bold black winged eyeliner. False lashes with high density and increasing length toward the outer corner. * **Lips:** Precisely defined cupid’s bow; fully filled with vibrant red pigment in a creamy/satin finish. * **Eyebrows:** Arched, thin, and densely filled (Instagram-brow style). --- ### 5) NAILS (Nail Designer) * **Length & shape:** Long, stiletto (pointed). * **Color/finish:** Glossy black polish. * **Structure:** Pronounced C-curve and reinforced apex, consistent with gel or acrylic extension techniques. --- ### 6) CLOTHING (Stylist / Tailor / Costume Designer) * **Crop Top:** Black cotton knit, tight fit. Crew neck with ribbed finish. Centered white screen-printed graphic. Short sleeves with tension at the armpits. * **Skirt:** High-waisted skater (A-line) silhouette. Medium-weight synthetic material (structured twill or polyester) maintaining a conical shape. Front closure with exposed metal zipper and ring pull. * **Lower Accessories:** Sheer tights (15–20 denier) with integrated garter belt, featuring satin ribbon bows as structural details at tension points. * **Footwear:** Double platform Mary Jane shoes with chunky heels. Glossy synthetic finish with metal stud applications along the edges and a strap across the instep. * **Gloves/Accessories:** Mesh arm warmers extending from forearm to back of the hand. Black leather/synthetic choker with a central metal ring. --- ### 7) STYLE (Image Editor / Retoucher) * **Sharpness:** Critical selective focus on the human figure; slight peripheral softness (subtle background bokeh). * **Skin treatment:** High-frequency digital smoothing, preserving pore texture while removing chromatic micro-imperfections. * **Color grading:** Desaturated environment palette (beiges and grays) contrasting with highly saturated black and red (lips). * **Quality:** High-resolution image with low digital noise in shadow areas. * **Aspect Ratio:** 3:4 (standard vertical format for social media).
Without changing facial features create a photo 1. Environment Scene Nighttime, inside an ultra-luxury black sedan with a rich burnt-orange leather interior (premium stitching, perforated seat texture, headrest embossing visible). Rear passenger door is open; glossy black exterior paint and door frame reflections are visible at the edqes. Her body type is slim thick with large prominent chest.Outside environment falls into deep darkness with minimal ambient spill, like a nightlife arrival moment 2. Pose & Body Language She is seated on the rear seat, leaning comfortably back into the seatback with relaxed shoulders. Torso subtly angled slight diagonal), head softly tipped toward the headrest area. Right lec crossed over left at the knee, both legs extendina toward the open door in a clean line. One hand rests softly on her upper thigh; the other arm relaxes along her side. Expression: calm, confident camera-aware luxury nightlife composure. 3. Outfit (luxury, NSFW-safe • Black bandeau top, matte and structured, clean straight neckline, no shine. Gucci monogram sheer tights GG pattern visible and consistent, realistic stretch over knee/ankle contours, no warping, no pixel pattern) • Black strappy open-toe heels, minimal, glossy leather finish with realistic specular reflections. 4. Accessories (luxury-coded) • Small structured deep-green crocodile-embossed mini handbag with polished gold hardware, placed beside her thigh. • Diamond tennis necklace + diamond anklet, crisp reflections under flash. • Nails: glossy French tips with soft pink base, subtle 3D bow + crystal accents clean symmetry, salon finish) 5. Hair & Makeup Hair: long, voluminous blonde blowout with large polished curls, deep side part, individual strand separation, soft flyaways, natural root depth. 6. Lighting (mandatorv, realism-first Harsh direct on-camera flash as the key light, bright and unapologetic - crisp highlights on cheekbones, lips, leather jewelry, tights pattern, and bag hardware: deep controlled shadows behind her into the cabin. Lighting is sharp, realistic, detail-enhancing - no diffusion, no haze, no glow. 7. Camera & Composition Camera positioned outside the open rear door, angled inward at seat height. Full-body framing from head to feet natural editorial perspective. Aspect ratio 3:4 (vertical) Camera: Canon EOS R5 Lens: 50mm prime Settings: ISO 320, f/2.4. 1/250s, direct flash enabled Ultra-sharp focus on face and outfit; background falls into natural, optical low-light softness (not digital blur) 8. Skin & Hair Texture Realism Visible pores across cheeks and nose under-eye micro-creases, peach fuzz catching flash, natural tonal variation and subtle oil sheen micro-breakup. Hair shows strand-level detail, flyaways at crown, realistic scalp visibility at part - no helmet hair 9. Final Image Vibe Luxury nightlife arrival energv - clean paparazzi/editorial flash, high-definition realism, expensive materials, sharp contrast. zero filter look COAT UPDATE (MATCH THE PURSE EXACTLY) Add this line into Outfit: "Long deep-green crocodile-embossed leather trench coat, same exact tone and croc texture as the handbag, worn open and draped naturally with realistic weight, thick leather folds, seam structure, and tension points at elbows and lap: NEGATIVE PROMPT filters, beauty smoothing, airbrushed skin, CGI, plastic skin, waxy finish, cinematic haze, glow, bloom, diffusion, blur, low-res, grain, film grain, distortion, warped GG pattern, incorrect logo, extra fingers, bad hands, messy face, over-sharpen halos, watermark, text, posterized shadows, stylized color grading, cartoon look, phone visible, mirror selfie
{ "project_meta": { "task_name": "Hyper-realistic Screen Simulation", "target_model": "SDXL_1.0_Refiner", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "scene_composition": { "layer_1_physical_environment": { "camera_angle": "High-angle, downward shot (POV)", "subject_anchor": "MacBook Screen (95% fill)", "foreground_element": "Thin strip of physical keyboard visible at bottom edge", "surface_imperfections": [ "Visible RGB pixel-grid texture (Moiré effect)", "Micro-dust particles on glass surface", "Faint ambient light reflections (glossy finish)", "Subtle fingerprint smudges" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "active_window": { "app_name": "Photo Booth", "status": "Live Preview Mode", "position": "Dominant/Center-Left" } }, "layer_3_nested_content": { "location": "Inside the Photo Booth window", "setting": { "room": "Dim bedroom", "background": "Off-white wall, rumpled bedding", "lighting": "Mixed lighting (Cool blue screen glow + Warm skin tones), deep nocturnal shadows" }, "subject_details": { "identity_source": "uploaded_female_reference_image", "demographics": "Young adult female", "appearance": { "apparel": "Black top, grey bottoms", "expression": "Relaxed, candid, slight smile", "pose": "Reclining/Lying down, looking at screen" }, "props": { "item": "iPhone 15 Pro", "hand_position": "Held in right hand" } } } }, "generation_parameters": { "prompts": { "positive": "Hyper-realistic downward shot of a MacBook screen. The screen surface has visible dust, pixel grid, and reflection. The screen displays a macOS desktop in dark mode with a dominant Photo Booth live-preview window. Inside the window: A girl in a dark bedroom with an off-white wall and rumpled bedding. The girl is lying down, wearing a black top and grey bottoms, holding an iPhone 15 Pro in her right hand. Her face is fully visible (reference matched). Lighting is low-key, candid, nocturnal, with bluish screen glow mixed with warm skin tones. High fidelity, raw photo, unedited, natural noise.", "negative": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, deformed hands, blurry face" }, "sampling_settings": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }, "control_net_configuration": { "identity_strictness": "CRITICAL", "stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain text/interface sharpness and screen texture" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "source_image": "uploaded_female_reference_image" } ] } }
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Without changing facial features create a photo 1. Environment Scene Nighttime, inside an ultra-luxury black sedan with a rich burnt-orange leather interior (premium stitching, perforated seat texture, headrest embossing visible). Rear passenger door is open; glossy black exterior paint and door frame reflections are visible at the edqes. Her body type is slim thick with large prominent chest.Outside environment falls into deep darkness with minimal ambient spill, like a nightlife arrival moment 2. Pose & Body Language She is seated on the rear seat, leaning comfortably back into the seatback with relaxed shoulders. Torso subtly angled slight diagonal), head softly tipped toward the headrest area. Right lec crossed over left at the knee, both legs extendina toward the open door in a clean line. One hand rests softly on her upper thigh; the other arm relaxes along her side. Expression: calm, confident camera-aware luxury nightlife composure. 3. Outfit (luxury, NSFW-safe • Black bandeau top, matte and structured, clean straight neckline, no shine. Gucci monogram sheer tights GG pattern visible and consistent, realistic stretch over knee/ankle contours, no warping, no pixel pattern) • Black strappy open-toe heels, minimal, glossy leather finish with realistic specular reflections. 4. Accessories (luxury-coded) • Small structured deep-green crocodile-embossed mini handbag with polished gold hardware, placed beside her thigh. • Diamond tennis necklace + diamond anklet, crisp reflections under flash. • Nails: glossy French tips with soft pink base, subtle 3D bow + crystal accents clean symmetry, salon finish) 5. Hair & Makeup Hair: long, voluminous blonde blowout with large polished curls, deep side part, individual strand separation, soft flyaways, natural root depth. 6. Lighting (mandatorv, realism-first Harsh direct on-camera flash as the key light, bright and unapologetic - crisp highlights on cheekbones, lips, leather jewelry, tights pattern, and bag hardware: deep controlled shadows behind her into the cabin. Lighting is sharp, realistic, detail-enhancing - no diffusion, no haze, no glow. 7. Camera & Composition Camera positioned outside the open rear door, angled inward at seat height. Full-body framing from head to feet natural editorial perspective. Aspect ratio 3:4 (vertical) Camera: Canon EOS R5 Lens: 50mm prime Settings: ISO 320, f/2.4. 1/250s, direct flash enabled Ultra-sharp focus on face and outfit; background falls into natural, optical low-light softness (not digital blur) 8. Skin & Hair Texture Realism Visible pores across cheeks and nose under-eye micro-creases, peach fuzz catching flash, natural tonal variation and subtle oil sheen micro-breakup. Hair shows strand-level detail, flyaways at crown, realistic scalp visibility at part - no helmet hair 9. Final Image Vibe Luxury nightlife arrival energv - clean paparazzi/editorial flash, high-definition realism, expensive materials, sharp contrast. zero filter look COAT UPDATE (MATCH THE PURSE EXACTLY) Add this line into Outfit: "Long deep-green crocodile-embossed leather trench coat, same exact tone and croc texture as the handbag, worn open and draped naturally with realistic weight, thick leather folds, seam structure, and tension points at elbows and lap: NEGATIVE PROMPT filters, beauty smoothing, airbrushed skin, CGI, plastic skin, waxy finish, cinematic haze, glow, bloom, diffusion, blur, low-res, grain, film grain, distortion, warped GG pattern, incorrect logo, extra fingers, bad hands, messy face, over-sharpen halos, watermark, text, posterized shadows, stylized color grading, cartoon look, phone visible, mirror selfie
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Based on the uploaded image, create a vertical 9:16, 8K high-fashion editorial portrait of me [the woman in the uploaded image — use the reference image as the exact basis for the face, facial features, and hairstyle]. 🔒 IDENTITY LOCK Preserve consistent facial features, natural skin texture with visible pores, realistic proportions, and subtle asymmetry. No smoothing, no filters, no exaggerated or caricatured effects. ⸻ 👤 SUBJECT — ME-INSPIRED FASHION ICON A confident woman. She has the exact same face, eyes, nose, lips, and expression as the person in the reference image. Her presence is playful, alluring, and self-assured, with a delicate doll-like touch — grounded in realism, without exaggeration. Her body must match the original subject in shape, skin texture, curvature projection, and bone structure — all curves must remain anatomically realistic, with no caricature or slimming. ### 1) SCENARIO (Set Designer / Environment Designer) * **Spatial geometry:** Composition in forced central perspective with a vanishing point located to the left, behind the figure. The setting is an outdoor corridor or atrium beneath a mezzanine. * **Planes:** Foreground occupied by the shoe base; midground by the central figure and pillars; background composed of an architectural structure (guard booth/elevator) and stairways. * **Materials:** Pavement made of concrete/stone blocks with a granular texture and geometric joints; circular raw concrete pillars; walls with ceramic cladding or rectangular stone tiles in earthy tones. * **Lighting:** Diffused natural light (coming from an upper/lateral opening of the atrium). Zenithal-lateral direction (upper left). Cast shadows are soft and elongated toward the lower right corner. Neutral color temperature (approx. 5500K). * **Geometric relationships:** Repetition of diagonal lines on the floor converging into the background, creating depth. Contrast between the verticality of the pillars and the tilted camera angle (low-angle shot / contra-plongée). --- ### 2) POSE (Photographer / Pose Stylist) * **Body axes:** Tilted vertical axis (low-angle perspective). Head slightly rotated toward the left profile with chin elevation (cervical extension). Torso with slight twist (contrapposto). * **Weight distribution:** Weight concentrated on the left (rear) leg, with the knee extended. Right (front) leg advanced, with plantar flexion, touching the ground only with the tip/platform. * **Joint angles:** Left arm extended along the body; right arm bent at the elbow (approx. 120°), holding the bag strap. * **Segment relationships:** Strong foreshortening in the legs due to the low camera angle, elongating the lower silhouette relative to the torso. * **Body expression:** Isometric muscle tension in the legs to maintain balance on heels; shoulders slightly pulled back. --- ### 3) HAIR (Hairstylist) She has the exact same hair as in the reference photo; styled as: * **Strand direction:** Vertical downward vectors, with a symmetrical center part. * **Volume:** High density, heavy gravitational fall over shoulders and back. Consistent width from roots to ends. * **Texture:** Completely straight (type 1A), with high light reflectivity (surface specular shine). * **Cut line:** Blunt cut (one-length), below bust line, extending to the waist. * **Light interaction:** Horizontal linear shine crossing the hair mass at temple height. * **Color:** Jet black (**Mandatory:** always preserve the bangs 100% of the time.) --- ### 4) MAKEUP (Professional Makeup Artist) Makeup must be clearly visible in wide framing. (**Mandatory:** always preserve the face 100%.) * **Skin prep:** Matte, full-coverage finish with complete chromatic uniformity. Highlighting on T-zone and cheekbones. * **Contouring:** Technical definition on infra-cheekbone hollows and jawline. * **Eyes:** Blended eyeshadow in neutral/cool tones with emphasis on bold black winged eyeliner. False lashes with high density and increasing length toward the outer corner. * **Lips:** Precisely defined cupid’s bow; fully filled with vibrant red pigment in a creamy/satin finish. * **Eyebrows:** Arched, thin, and densely filled (Instagram-brow style). --- ### 5) NAILS (Nail Designer) * **Length & shape:** Long, stiletto (pointed). * **Color/finish:** Glossy black polish. * **Structure:** Pronounced C-curve and reinforced apex, consistent with gel or acrylic extension techniques. --- ### 6) CLOTHING (Stylist / Tailor / Costume Designer) * **Crop Top:** Black cotton knit, tight fit. Crew neck with ribbed finish. Centered white screen-printed graphic. Short sleeves with tension at the armpits. * **Skirt:** High-waisted skater (A-line) silhouette. Medium-weight synthetic material (structured twill or polyester) maintaining a conical shape. Front closure with exposed metal zipper and ring pull. * **Lower Accessories:** Sheer tights (15–20 denier) with integrated garter belt, featuring satin ribbon bows as structural details at tension points. * **Footwear:** Double platform Mary Jane shoes with chunky heels. Glossy synthetic finish with metal stud applications along the edges and a strap across the instep. * **Gloves/Accessories:** Mesh arm warmers extending from forearm to back of the hand. Black leather/synthetic choker with a central metal ring. --- ### 7) STYLE (Image Editor / Retoucher) * **Sharpness:** Critical selective focus on the human figure; slight peripheral softness (subtle background bokeh). * **Skin treatment:** High-frequency digital smoothing, preserving pore texture while removing chromatic micro-imperfections. * **Color grading:** Desaturated environment palette (beiges and grays) contrasting with highly saturated black and red (lips). * **Quality:** High-resolution image with low digital noise in shadow areas. * **Aspect Ratio:** 3:4 (standard vertical format for social media).
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "project_meta": { "task_name": "Hyper-realistic Screen Simulation", "target_model": "SDXL_1.0_Refiner", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "scene_composition": { "layer_1_physical_environment": { "camera_angle": "High-angle, downward shot (POV)", "subject_anchor": "MacBook Screen (95% fill)", "foreground_element": "Thin strip of physical keyboard visible at bottom edge", "surface_imperfections": [ "Visible RGB pixel-grid texture (Moiré effect)", "Micro-dust particles on glass surface", "Faint ambient light reflections (glossy finish)", "Subtle fingerprint smudges" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "active_window": { "app_name": "Photo Booth", "status": "Live Preview Mode", "position": "Dominant/Center-Left" } }, "layer_3_nested_content": { "location": "Inside the Photo Booth window", "setting": { "room": "Dim bedroom", "background": "Off-white wall, rumpled bedding", "lighting": "Mixed lighting (Cool blue screen glow + Warm skin tones), deep nocturnal shadows" }, "subject_details": { "identity_source": "uploaded_female_reference_image", "demographics": "Young adult female", "appearance": { "apparel": "Black top, grey bottoms", "expression": "Relaxed, candid, slight smile", "pose": "Reclining/Lying down, looking at screen" }, "props": { "item": "iPhone 15 Pro", "hand_position": "Held in right hand" } } } }, "generation_parameters": { "prompts": { "positive": "Hyper-realistic downward shot of a MacBook screen. The screen surface has visible dust, pixel grid, and reflection. The screen displays a macOS desktop in dark mode with a dominant Photo Booth live-preview window. Inside the window: A girl in a dark bedroom with an off-white wall and rumpled bedding. The girl is lying down, wearing a black top and grey bottoms, holding an iPhone 15 Pro in her right hand. Her face is fully visible (reference matched). Lighting is low-key, candid, nocturnal, with bluish screen glow mixed with warm skin tones. High fidelity, raw photo, unedited, natural noise.", "negative": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, deformed hands, blurry face" }, "sampling_settings": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }, "control_net_configuration": { "identity_strictness": "CRITICAL", "stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain text/interface sharpness and screen texture" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "source_image": "uploaded_female_reference_image" } ] } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Without changing facial features create a photo 1. Environment Scene Nighttime, inside an ultra-luxury black sedan with a rich burnt-orange leather interior (premium stitching, perforated seat texture, headrest embossing visible). Rear passenger door is open; glossy black exterior paint and door frame reflections are visible at the edqes. Her body type is slim thick with large prominent chest.Outside environment falls into deep darkness with minimal ambient spill, like a nightlife arrival moment 2. Pose & Body Language She is seated on the rear seat, leaning comfortably back into the seatback with relaxed shoulders. Torso subtly angled slight diagonal), head softly tipped toward the headrest area. Right lec crossed over left at the knee, both legs extendina toward the open door in a clean line. One hand rests softly on her upper thigh; the other arm relaxes along her side. Expression: calm, confident camera-aware luxury nightlife composure. 3. Outfit (luxury, NSFW-safe • Black bandeau top, matte and structured, clean straight neckline, no shine. Gucci monogram sheer tights GG pattern visible and consistent, realistic stretch over knee/ankle contours, no warping, no pixel pattern) • Black strappy open-toe heels, minimal, glossy leather finish with realistic specular reflections. 4. Accessories (luxury-coded) • Small structured deep-green crocodile-embossed mini handbag with polished gold hardware, placed beside her thigh. • Diamond tennis necklace + diamond anklet, crisp reflections under flash. • Nails: glossy French tips with soft pink base, subtle 3D bow + crystal accents clean symmetry, salon finish) 5. Hair & Makeup Hair: long, voluminous blonde blowout with large polished curls, deep side part, individual strand separation, soft flyaways, natural root depth. 6. Lighting (mandatorv, realism-first Harsh direct on-camera flash as the key light, bright and unapologetic - crisp highlights on cheekbones, lips, leather jewelry, tights pattern, and bag hardware: deep controlled shadows behind her into the cabin. Lighting is sharp, realistic, detail-enhancing - no diffusion, no haze, no glow. 7. Camera & Composition Camera positioned outside the open rear door, angled inward at seat height. Full-body framing from head to feet natural editorial perspective. Aspect ratio 3:4 (vertical) Camera: Canon EOS R5 Lens: 50mm prime Settings: ISO 320, f/2.4. 1/250s, direct flash enabled Ultra-sharp focus on face and outfit; background falls into natural, optical low-light softness (not digital blur) 8. Skin & Hair Texture Realism Visible pores across cheeks and nose under-eye micro-creases, peach fuzz catching flash, natural tonal variation and subtle oil sheen micro-breakup. Hair shows strand-level detail, flyaways at crown, realistic scalp visibility at part - no helmet hair 9. Final Image Vibe Luxury nightlife arrival energv - clean paparazzi/editorial flash, high-definition realism, expensive materials, sharp contrast. zero filter look COAT UPDATE (MATCH THE PURSE EXACTLY) Add this line into Outfit: "Long deep-green crocodile-embossed leather trench coat, same exact tone and croc texture as the handbag, worn open and draped naturally with realistic weight, thick leather folds, seam structure, and tension points at elbows and lap: NEGATIVE PROMPT filters, beauty smoothing, airbrushed skin, CGI, plastic skin, waxy finish, cinematic haze, glow, bloom, diffusion, blur, low-res, grain, film grain, distortion, warped GG pattern, incorrect logo, extra fingers, bad hands, messy face, over-sharpen halos, watermark, text, posterized shadows, stylized color grading, cartoon look, phone visible, mirror selfie
{ "project_meta": { "task_name": "Hyper-realistic Screen Simulation", "target_model": "SDXL_1.0_Refiner", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "scene_composition": { "layer_1_physical_environment": { "camera_angle": "High-angle, downward shot (POV)", "subject_anchor": "MacBook Screen (95% fill)", "foreground_element": "Thin strip of physical keyboard visible at bottom edge", "surface_imperfections": [ "Visible RGB pixel-grid texture (Moiré effect)", "Micro-dust particles on glass surface", "Faint ambient light reflections (glossy finish)", "Subtle fingerprint smudges" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "active_window": { "app_name": "Photo Booth", "status": "Live Preview Mode", "position": "Dominant/Center-Left" } }, "layer_3_nested_content": { "location": "Inside the Photo Booth window", "setting": { "room": "Dim bedroom", "background": "Off-white wall, rumpled bedding", "lighting": "Mixed lighting (Cool blue screen glow + Warm skin tones), deep nocturnal shadows" }, "subject_details": { "identity_source": "uploaded_female_reference_image", "demographics": "Young adult female", "appearance": { "apparel": "Black top, grey bottoms", "expression": "Relaxed, candid, slight smile", "pose": "Reclining/Lying down, looking at screen" }, "props": { "item": "iPhone 15 Pro", "hand_position": "Held in right hand" } } } }, "generation_parameters": { "prompts": { "positive": "Hyper-realistic downward shot of a MacBook screen. The screen surface has visible dust, pixel grid, and reflection. The screen displays a macOS desktop in dark mode with a dominant Photo Booth live-preview window. Inside the window: A girl in a dark bedroom with an off-white wall and rumpled bedding. The girl is lying down, wearing a black top and grey bottoms, holding an iPhone 15 Pro in her right hand. Her face is fully visible (reference matched). Lighting is low-key, candid, nocturnal, with bluish screen glow mixed with warm skin tones. High fidelity, raw photo, unedited, natural noise.", "negative": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, deformed hands, blurry face" }, "sampling_settings": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }, "control_net_configuration": { "identity_strictness": "CRITICAL", "stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain text/interface sharpness and screen texture" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "source_image": "uploaded_female_reference_image" } ] } }
Based on the uploaded image, create a vertical 9:16, 8K high-fashion editorial portrait of me [the woman in the uploaded image — use the reference image as the exact basis for the face, facial features, and hairstyle]. 🔒 IDENTITY LOCK Preserve consistent facial features, natural skin texture with visible pores, realistic proportions, and subtle asymmetry. No smoothing, no filters, no exaggerated or caricatured effects. ⸻ 👤 SUBJECT — ME-INSPIRED FASHION ICON A confident woman. She has the exact same face, eyes, nose, lips, and expression as the person in the reference image. Her presence is playful, alluring, and self-assured, with a delicate doll-like touch — grounded in realism, without exaggeration. Her body must match the original subject in shape, skin texture, curvature projection, and bone structure — all curves must remain anatomically realistic, with no caricature or slimming. ### 1) SCENARIO (Set Designer / Environment Designer) * **Spatial geometry:** Composition in forced central perspective with a vanishing point located to the left, behind the figure. The setting is an outdoor corridor or atrium beneath a mezzanine. * **Planes:** Foreground occupied by the shoe base; midground by the central figure and pillars; background composed of an architectural structure (guard booth/elevator) and stairways. * **Materials:** Pavement made of concrete/stone blocks with a granular texture and geometric joints; circular raw concrete pillars; walls with ceramic cladding or rectangular stone tiles in earthy tones. * **Lighting:** Diffused natural light (coming from an upper/lateral opening of the atrium). Zenithal-lateral direction (upper left). Cast shadows are soft and elongated toward the lower right corner. Neutral color temperature (approx. 5500K). * **Geometric relationships:** Repetition of diagonal lines on the floor converging into the background, creating depth. Contrast between the verticality of the pillars and the tilted camera angle (low-angle shot / contra-plongée). --- ### 2) POSE (Photographer / Pose Stylist) * **Body axes:** Tilted vertical axis (low-angle perspective). Head slightly rotated toward the left profile with chin elevation (cervical extension). Torso with slight twist (contrapposto). * **Weight distribution:** Weight concentrated on the left (rear) leg, with the knee extended. Right (front) leg advanced, with plantar flexion, touching the ground only with the tip/platform. * **Joint angles:** Left arm extended along the body; right arm bent at the elbow (approx. 120°), holding the bag strap. * **Segment relationships:** Strong foreshortening in the legs due to the low camera angle, elongating the lower silhouette relative to the torso. * **Body expression:** Isometric muscle tension in the legs to maintain balance on heels; shoulders slightly pulled back. --- ### 3) HAIR (Hairstylist) She has the exact same hair as in the reference photo; styled as: * **Strand direction:** Vertical downward vectors, with a symmetrical center part. * **Volume:** High density, heavy gravitational fall over shoulders and back. Consistent width from roots to ends. * **Texture:** Completely straight (type 1A), with high light reflectivity (surface specular shine). * **Cut line:** Blunt cut (one-length), below bust line, extending to the waist. * **Light interaction:** Horizontal linear shine crossing the hair mass at temple height. * **Color:** Jet black (**Mandatory:** always preserve the bangs 100% of the time.) --- ### 4) MAKEUP (Professional Makeup Artist) Makeup must be clearly visible in wide framing. (**Mandatory:** always preserve the face 100%.) * **Skin prep:** Matte, full-coverage finish with complete chromatic uniformity. Highlighting on T-zone and cheekbones. * **Contouring:** Technical definition on infra-cheekbone hollows and jawline. * **Eyes:** Blended eyeshadow in neutral/cool tones with emphasis on bold black winged eyeliner. False lashes with high density and increasing length toward the outer corner. * **Lips:** Precisely defined cupid’s bow; fully filled with vibrant red pigment in a creamy/satin finish. * **Eyebrows:** Arched, thin, and densely filled (Instagram-brow style). --- ### 5) NAILS (Nail Designer) * **Length & shape:** Long, stiletto (pointed). * **Color/finish:** Glossy black polish. * **Structure:** Pronounced C-curve and reinforced apex, consistent with gel or acrylic extension techniques. --- ### 6) CLOTHING (Stylist / Tailor / Costume Designer) * **Crop Top:** Black cotton knit, tight fit. Crew neck with ribbed finish. Centered white screen-printed graphic. Short sleeves with tension at the armpits. * **Skirt:** High-waisted skater (A-line) silhouette. Medium-weight synthetic material (structured twill or polyester) maintaining a conical shape. Front closure with exposed metal zipper and ring pull. * **Lower Accessories:** Sheer tights (15–20 denier) with integrated garter belt, featuring satin ribbon bows as structural details at tension points. * **Footwear:** Double platform Mary Jane shoes with chunky heels. Glossy synthetic finish with metal stud applications along the edges and a strap across the instep. * **Gloves/Accessories:** Mesh arm warmers extending from forearm to back of the hand. Black leather/synthetic choker with a central metal ring. --- ### 7) STYLE (Image Editor / Retoucher) * **Sharpness:** Critical selective focus on the human figure; slight peripheral softness (subtle background bokeh). * **Skin treatment:** High-frequency digital smoothing, preserving pore texture while removing chromatic micro-imperfections. * **Color grading:** Desaturated environment palette (beiges and grays) contrasting with highly saturated black and red (lips). * **Quality:** High-resolution image with low digital noise in shadow areas. * **Aspect Ratio:** 3:4 (standard vertical format for social media).
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
Without changing facial features create a photo 1. Environment Scene Nighttime, inside an ultra-luxury black sedan with a rich burnt-orange leather interior (premium stitching, perforated seat texture, headrest embossing visible). Rear passenger door is open; glossy black exterior paint and door frame reflections are visible at the edqes. Her body type is slim thick with large prominent chest.Outside environment falls into deep darkness with minimal ambient spill, like a nightlife arrival moment 2. Pose & Body Language She is seated on the rear seat, leaning comfortably back into the seatback with relaxed shoulders. Torso subtly angled slight diagonal), head softly tipped toward the headrest area. Right lec crossed over left at the knee, both legs extendina toward the open door in a clean line. One hand rests softly on her upper thigh; the other arm relaxes along her side. Expression: calm, confident camera-aware luxury nightlife composure. 3. Outfit (luxury, NSFW-safe • Black bandeau top, matte and structured, clean straight neckline, no shine. Gucci monogram sheer tights GG pattern visible and consistent, realistic stretch over knee/ankle contours, no warping, no pixel pattern) • Black strappy open-toe heels, minimal, glossy leather finish with realistic specular reflections. 4. Accessories (luxury-coded) • Small structured deep-green crocodile-embossed mini handbag with polished gold hardware, placed beside her thigh. • Diamond tennis necklace + diamond anklet, crisp reflections under flash. • Nails: glossy French tips with soft pink base, subtle 3D bow + crystal accents clean symmetry, salon finish) 5. Hair & Makeup Hair: long, voluminous blonde blowout with large polished curls, deep side part, individual strand separation, soft flyaways, natural root depth. 6. Lighting (mandatorv, realism-first Harsh direct on-camera flash as the key light, bright and unapologetic - crisp highlights on cheekbones, lips, leather jewelry, tights pattern, and bag hardware: deep controlled shadows behind her into the cabin. Lighting is sharp, realistic, detail-enhancing - no diffusion, no haze, no glow. 7. Camera & Composition Camera positioned outside the open rear door, angled inward at seat height. Full-body framing from head to feet natural editorial perspective. Aspect ratio 3:4 (vertical) Camera: Canon EOS R5 Lens: 50mm prime Settings: ISO 320, f/2.4. 1/250s, direct flash enabled Ultra-sharp focus on face and outfit; background falls into natural, optical low-light softness (not digital blur) 8. Skin & Hair Texture Realism Visible pores across cheeks and nose under-eye micro-creases, peach fuzz catching flash, natural tonal variation and subtle oil sheen micro-breakup. Hair shows strand-level detail, flyaways at crown, realistic scalp visibility at part - no helmet hair 9. Final Image Vibe Luxury nightlife arrival energv - clean paparazzi/editorial flash, high-definition realism, expensive materials, sharp contrast. zero filter look COAT UPDATE (MATCH THE PURSE EXACTLY) Add this line into Outfit: "Long deep-green crocodile-embossed leather trench coat, same exact tone and croc texture as the handbag, worn open and draped naturally with realistic weight, thick leather folds, seam structure, and tension points at elbows and lap: NEGATIVE PROMPT filters, beauty smoothing, airbrushed skin, CGI, plastic skin, waxy finish, cinematic haze, glow, bloom, diffusion, blur, low-res, grain, film grain, distortion, warped GG pattern, incorrect logo, extra fingers, bad hands, messy face, over-sharpen halos, watermark, text, posterized shadows, stylized color grading, cartoon look, phone visible, mirror selfie
Based on the uploaded image, create a vertical 9:16, 8K high-fashion editorial portrait of me [the woman in the uploaded image — use the reference image as the exact basis for the face, facial features, and hairstyle]. 🔒 IDENTITY LOCK Preserve consistent facial features, natural skin texture with visible pores, realistic proportions, and subtle asymmetry. No smoothing, no filters, no exaggerated or caricatured effects. ⸻ 👤 SUBJECT — ME-INSPIRED FASHION ICON A confident woman. She has the exact same face, eyes, nose, lips, and expression as the person in the reference image. Her presence is playful, alluring, and self-assured, with a delicate doll-like touch — grounded in realism, without exaggeration. Her body must match the original subject in shape, skin texture, curvature projection, and bone structure — all curves must remain anatomically realistic, with no caricature or slimming. ### 1) SCENARIO (Set Designer / Environment Designer) * **Spatial geometry:** Composition in forced central perspective with a vanishing point located to the left, behind the figure. The setting is an outdoor corridor or atrium beneath a mezzanine. * **Planes:** Foreground occupied by the shoe base; midground by the central figure and pillars; background composed of an architectural structure (guard booth/elevator) and stairways. * **Materials:** Pavement made of concrete/stone blocks with a granular texture and geometric joints; circular raw concrete pillars; walls with ceramic cladding or rectangular stone tiles in earthy tones. * **Lighting:** Diffused natural light (coming from an upper/lateral opening of the atrium). Zenithal-lateral direction (upper left). Cast shadows are soft and elongated toward the lower right corner. Neutral color temperature (approx. 5500K). * **Geometric relationships:** Repetition of diagonal lines on the floor converging into the background, creating depth. Contrast between the verticality of the pillars and the tilted camera angle (low-angle shot / contra-plongée). --- ### 2) POSE (Photographer / Pose Stylist) * **Body axes:** Tilted vertical axis (low-angle perspective). Head slightly rotated toward the left profile with chin elevation (cervical extension). Torso with slight twist (contrapposto). * **Weight distribution:** Weight concentrated on the left (rear) leg, with the knee extended. Right (front) leg advanced, with plantar flexion, touching the ground only with the tip/platform. * **Joint angles:** Left arm extended along the body; right arm bent at the elbow (approx. 120°), holding the bag strap. * **Segment relationships:** Strong foreshortening in the legs due to the low camera angle, elongating the lower silhouette relative to the torso. * **Body expression:** Isometric muscle tension in the legs to maintain balance on heels; shoulders slightly pulled back. --- ### 3) HAIR (Hairstylist) She has the exact same hair as in the reference photo; styled as: * **Strand direction:** Vertical downward vectors, with a symmetrical center part. * **Volume:** High density, heavy gravitational fall over shoulders and back. Consistent width from roots to ends. * **Texture:** Completely straight (type 1A), with high light reflectivity (surface specular shine). * **Cut line:** Blunt cut (one-length), below bust line, extending to the waist. * **Light interaction:** Horizontal linear shine crossing the hair mass at temple height. * **Color:** Jet black (**Mandatory:** always preserve the bangs 100% of the time.) --- ### 4) MAKEUP (Professional Makeup Artist) Makeup must be clearly visible in wide framing. (**Mandatory:** always preserve the face 100%.) * **Skin prep:** Matte, full-coverage finish with complete chromatic uniformity. Highlighting on T-zone and cheekbones. * **Contouring:** Technical definition on infra-cheekbone hollows and jawline. * **Eyes:** Blended eyeshadow in neutral/cool tones with emphasis on bold black winged eyeliner. False lashes with high density and increasing length toward the outer corner. * **Lips:** Precisely defined cupid’s bow; fully filled with vibrant red pigment in a creamy/satin finish. * **Eyebrows:** Arched, thin, and densely filled (Instagram-brow style). --- ### 5) NAILS (Nail Designer) * **Length & shape:** Long, stiletto (pointed). * **Color/finish:** Glossy black polish. * **Structure:** Pronounced C-curve and reinforced apex, consistent with gel or acrylic extension techniques. --- ### 6) CLOTHING (Stylist / Tailor / Costume Designer) * **Crop Top:** Black cotton knit, tight fit. Crew neck with ribbed finish. Centered white screen-printed graphic. Short sleeves with tension at the armpits. * **Skirt:** High-waisted skater (A-line) silhouette. Medium-weight synthetic material (structured twill or polyester) maintaining a conical shape. Front closure with exposed metal zipper and ring pull. * **Lower Accessories:** Sheer tights (15–20 denier) with integrated garter belt, featuring satin ribbon bows as structural details at tension points. * **Footwear:** Double platform Mary Jane shoes with chunky heels. Glossy synthetic finish with metal stud applications along the edges and a strap across the instep. * **Gloves/Accessories:** Mesh arm warmers extending from forearm to back of the hand. Black leather/synthetic choker with a central metal ring. --- ### 7) STYLE (Image Editor / Retoucher) * **Sharpness:** Critical selective focus on the human figure; slight peripheral softness (subtle background bokeh). * **Skin treatment:** High-frequency digital smoothing, preserving pore texture while removing chromatic micro-imperfections. * **Color grading:** Desaturated environment palette (beiges and grays) contrasting with highly saturated black and red (lips). * **Quality:** High-resolution image with low digital noise in shadow areas. * **Aspect Ratio:** 3:4 (standard vertical format for social media).
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
Based on the uploaded image, create a vertical 9:16 High-fashion editorial portrait of [the subject of the photo – use the reference image as an exact basis for the face, facial features, and hairstyle], Her appearance is mandatory: She has the same face, facial features, eyes, nose, lips, hairstyle, and expression as the subject of the photo — She has the same body, body features, structure shape, skin texture, curves projection, and bone anatomy as the subject of the photo; this body type is mandatory and must remain clearly visible to accentuate the fit of the outfit. real human skin texture with visible pores and micro-variation, no face alteration, no illustration, no CGI, no plastic smoothing. HIGH-END COSPLAY EDITORIAL (REAL-LIFE ADAPTATION) A luxury fashion editorial photoshoot blending high-end cosplay with couture styling, captured as a full-body portrait in a premium studio environment. 1) SCENE (Architectural / Interior Design Approach) A high-fashion studio cyclorama with a seamless off-white infinity wall, subtly textured to avoid clinical flatness. The space is softly illuminated using a large diffused key light (45° angle) combined with overhead fill and a faint rim light to sculpt the silhouette. The floor has a slight satin reflection, creating a grounded yet refined visual anchor. No clutter—intentional negative space enhances subject dominance. Editorial atmosphere inspired by Vogue/Numéro aesthetics: clean, controlled, and spatially minimal but not sterile. 2) POSE (Photography / Posing Direction) Full-body standing pose with contrapposto mechanics. Weight is distributed onto the dominant leg, causing a natural pelvic tilt and subtle spinal S-curve. The secondary leg is relaxed and slightly abducted, creating angular contrast at the knees. One arm is lifted with the hand resting behind the head, opening the ribcage and elongating the lateral torso line. The opposite arm descends naturally with relaxed fingers, slightly separated to avoid tension. Shoulders are asymmetrical, head tilted marginally downward and rotated a few degrees, producing a composed, editorial gaze. The pose emphasizes proportional flow: clavicle width → tapered waist → expanded hip line → elongated legs. 3) HAIR (Hairstyling) Precision-cut short bob, chin-to-shoulder length, with blunt perimeter and controlled density. The fringe is straight and slightly curved inward, framing the upper orbital area. Hair is styled with a smooth, semi-matte finish, minimal flyaways, and subtle inward beveling at the ends. A refined lace headpiece is integrated, positioned symmetrically to maintain visual balance without overpowering the silhouette. 4) MAKEUP (Professional Beauty Direction) Flawless skin with realistic texture—soft matte base with subtle luminosity on high planes (cheekbones, nasal bridge). Light contouring enhances bone structure without exaggeration. Eyes are softly defined with neutral tones, tight eyeliner, and diffused shadow edges. Iris remains natural (no anime effect), slightly desaturated for editorial mood. Brows are groomed and structured but not overly sharp. Lips are neutral-toned with a satin finish. Overall: elevated natural beauty with controlled polish, avoiding artificial over-smoothing. 5) WARDROBE (Fashion / Sculptural Garment Analysis) A couture reinterpretation of a maid-inspired outfit, focusing on structure, fit, and material realism: - Upper body: A sleeveless high-neck blouse in structured cotton-silk blend, featuring vertical ribbing that guides the eye downward and compresses the torso visually. The fabric adapts to anatomical contours without appearing painted-on, respecting real textile tension and gravity. - Waist: A wide, tailored waistband in deep plum tone, functioning as a corset-like visual anchor. It compresses the midsection and enhances the waist-to-hip ratio through contrast and structure. - Lower body: A short flared skirt with controlled volume, constructed to hold shape rather than collapse. The hemline is balanced to elongate the legs without breaking editorial elegance. - Apron: A layered white apron with fine ruffle detailing, adding dimensional softness and contrast to the structured base. - Legwear: Mixed-material thigh-highs—one semi-opaque with band detailing, the other sheer with lace top. The asymmetry introduces visual rhythm and breaks uniformity. - Accessories: A subtle thigh strap/holster detail adds narrative edge without dominating the composition. - Footwear: High-heeled leather boots with open toe, knee-high length, polished finish. The heel elevates posture and enhances calf definition. - Gloves: Elbow-length fitted gloves in matching plum tone, reinforcing vertical continuity and limb elongation. 6) STYLE (Editorial Retouching / Post-Production) Ultra high-resolution photography with natural skin texture retention (no plastic smoothing). Micro-retouching removes distractions while preserving pores and fine detail. Color grading is neutral with slight cool undertones, maintaining fabric accuracy and skin realism. Contrast is controlled—no crushed blacks or blown highlights. Subtle sharpening on garment edges and աչ features. No artificial outlines or anime shading—pure photographic realism. Final output resembles a luxury fashion magazine spread with cinematic clarity and tactile material presence. OVERALL DIRECTION: A real-life couture cosplay editorial that merges anatomical realism, precise tailoring, and high-fashion photography language. The focus is on believable materials, physical structure, and editorial sophistication rather than stylized exaggeration. Key Elements Breakdown The Body: Words like "body features," "structure shape," "skin texture," "curves projection," and "bone anatomy" are essential for AI to replicate these specific proportions.
{ "project_meta": { "task_name": "Hyper-realistic Screen Simulation", "target_model": "SDXL_1.0_Refiner", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "scene_composition": { "layer_1_physical_environment": { "camera_angle": "High-angle, downward shot (POV)", "subject_anchor": "MacBook Screen (95% fill)", "foreground_element": "Thin strip of physical keyboard visible at bottom edge", "surface_imperfections": [ "Visible RGB pixel-grid texture (Moiré effect)", "Micro-dust particles on glass surface", "Faint ambient light reflections (glossy finish)", "Subtle fingerprint smudges" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "active_window": { "app_name": "Photo Booth", "status": "Live Preview Mode", "position": "Dominant/Center-Left" } }, "layer_3_nested_content": { "location": "Inside the Photo Booth window", "setting": { "room": "Dim bedroom", "background": "Off-white wall, rumpled bedding", "lighting": "Mixed lighting (Cool blue screen glow + Warm skin tones), deep nocturnal shadows" }, "subject_details": { "identity_source": "uploaded_female_reference_image", "demographics": "Young adult female", "appearance": { "apparel": "Black top, grey bottoms", "expression": "Relaxed, candid, slight smile", "pose": "Reclining/Lying down, looking at screen" }, "props": { "item": "iPhone 15 Pro", "hand_position": "Held in right hand" } } } }, "generation_parameters": { "prompts": { "positive": "Hyper-realistic downward shot of a MacBook screen. The screen surface has visible dust, pixel grid, and reflection. The screen displays a macOS desktop in dark mode with a dominant Photo Booth live-preview window. Inside the window: A girl in a dark bedroom with an off-white wall and rumpled bedding. The girl is lying down, wearing a black top and grey bottoms, holding an iPhone 15 Pro in her right hand. Her face is fully visible (reference matched). Lighting is low-key, candid, nocturnal, with bluish screen glow mixed with warm skin tones. High fidelity, raw photo, unedited, natural noise.", "negative": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, deformed hands, blurry face" }, "sampling_settings": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }, "control_net_configuration": { "identity_strictness": "CRITICAL", "stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain text/interface sharpness and screen texture" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "source_image": "uploaded_female_reference_image" } ] } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "subject": { "description": "the woman from the refrence picture. She has tan skin with a visible glistening, oily, or wet texture across her entire body. She is wearing a bright red string bikini. Her physique is characterized by a natural, soft-curvy build with a distinct emphasis on natural bust volume that shows weight and realistic gravity-affected teardrop shaping. Her torso shows realistic skin folds at the waist due to her seated, leaning posture.", "anatomical_fidelity": " full natural bust with significant forward projection, wide hips, and a soft midsection with visible skin texture and natural anatomical creases. No thinning of the waist or normalization of the chest volume.", "skin_details": "Highly detailed skin texture including pores, fine lines, subtle moles, and a heavy wet/oily sheen that creates sharp specular highlights." }, "pose": { "description": "The subject is seated on a white towel on a sandy beach, leaning back slightly on her right arm. Her left arm is raised, with her hand holding an ice cream, near her face. Her head is tilted slightly back and to the side, looking toward the camera with a relaxed, slightly squinted gaze. Her legs are spread apart, with the right leg extended toward the bottom right corner of the frame.", "weight_distribution": "Weight is braced on the right hand behind her; the spine has a natural lateral curve due to the lean." }, "environment": { "location": "A rugged, rocky beach cove.", "background_details": "Directly behind the subject are large, light-tan colored jagged rocks and boulders. Sparse green Mediterranean shrubbery and pine tree branches are visible at the top of the rock face. A thick, weathered rope railing is visible along the upper ridge of the rocks. The ground is light-colored beach sand partially covered by a white towel." }, "camera": { "shot_type": "Medium full shot, eye-level angle.", "framing": "Vertical composition, subject-centered, capturing from the head down to the upper thighs.", "lens_characteristics": "Standard focal length with deep depth of field; the background rocks are mostly in focus. No wide-angle distortion." }, "lighting": { "source": "Bright, direct midday sunlight coming from the upper left.", "quality": "Harsh, high-contrast lighting creating sharp shadows under the jaw, nose, and limbs. Intense highlights on the wet skin and the red fabric of the bikini.", "color_temperature": "Warm, golden sunlight tones." }, "mood_and_expression": { "expression": "Casual, sultry, and relaxed. Her mouth is slightly parted, and her eyes are partially closed as if squinting against the sun.", "atmosphere": "Candid, vacation-style snapshot." }, "style_and_realism": { "approach": "Hyper-realistic amateur photography style. It should look like a high-quality personal mobile phone photo rather than a professional studio shoot. No airbrushing, no digital smoothing, and no 'AI-perfect' symmetry." }, "colors_and_tone": { "palette": "Dominant warm tones: tan skin, golden-brown rocks, and light sand, contrasted sharply by the vibrant saturated red of the bikini and the deep black of the wet hair.", "contrast": "High contrast between sunlit areas and deep shadows." }, "quality_and_technical_details": { "resolution": "High fidelity, 8k resolution textures.", "details": "Focus on the texture of the bread crust, the individual wet hair strands, and the glistening moisture on the skin." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement" ], "recommended_weight": 1 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features" ] } }