Ai Image Prompts

{
  "scene_description": "{argument name="celebrity 1" default="Sadie Sink"} and {argument name="celebrity 2" default="Millie Bobby Brown"} are in a gym, wearing matching swimsuits. Sadie wears a red one-piece swimsuit with straps, while Millie wears the same style but in white. They are posing confidently, surrounded by gym equipment, with a balance board in the background resembling a 'Midner' style balance board. The gym has a modern, well-lit, and clean aesthetic.",
  "characters": [
    {
      "name": "Sadie Sink",
      "outfit": {
        "type": "swimsuit",
        "color": "red",
        "style": "one-piece",
        "features": [
          "straps",
        ]
      },
      "position": "standing confidently with hands on hips, facing slightly to the side",
      "expression": "confident, smiling slightly",
      "hair": "long, wavy, reddish-brown",
      "body_type": "athletic, tall"
    },
    {
      "name": "Millie Bobby Brown",
      "outfit": {
        "type": "swimsuit",
        "color": "white",
        "style": "one-piece",
        "features": [
          "straps",
          "high-cut legs"
        ]
      },
      "position": "standing confidently with hands on hips, facing forward",
      "expression": "confident, playful",
      "hair": "short, brown, slightly wavy",
      "body_type": "athletic, medium height"
    }
  ],
  "environment": {
    "type": "gym",
    "details": {
      "equipment": [
        "balance board (Midner style)",
        "exercise mats",
        "gym weights",
        "treadmills in the background"
      ],
      "lighting": "bright and soft, spotlight on the characters",
      "color_scheme": "neutral tones with pops of color from the gym equipment",
      "flooring": "wooden or rubber gym flooring"
    }
  },
  "mood": "empowered, athletic, playful",
  "pose": "Sadie is slightly turned to the left, Millie is facing forward but both are confident and energetic",
  "composition": {
    "camera_angle": "eye-level, capturing both characters in a balanced frame",
    "focus": "both Sadie and Millie are in sharp focus, with a slight blur in the gym background",
    "lighting": "soft natural light accentuates their figures and gives a healthy, active glow"
  }
}

{
  "prompts": [
    {
      "prompt_details": {
        "subject": {
          "identity": "{argument name="celebrity 1" default="Sadie Sink"}",
          "appearance": "brunette hair, warm brown eyes, natural dewy makeup",
          "pose": "relaxed elegant pose, soft confident gaze",
          "clothing": "champagne-toned silk gown"
        },
        "environment": {
          "setting": "luxury indoor studio",
          "color_palette": "warm gold and dark neutral tones"
        },
        "lighting_and_mood": {
          "lighting_style": "soft cinematic lighting with rim light",
          "mood": "intimate, sophisticated editorial"
        },
        "quality_tags": [
          "4k resolution",
          "photorealistic",
          "sharp focus",
          "fashion editorial",
          "portrait ratio 3:4"
        ]
      }
    },
    {
      "prompt_details": {
        "subject": {
          "identity": "Sadie Sink",
          "appearance": "red hair updo, fair skin with freckles, blue eyes",
          "pose": "upright elegant posture, direct gaze",
          "clothing": "black lace evening dress"
        },
        "environment": {
          "setting": "classic studio backdrop",
          "color_palette": "black with soft highlights"
        },
        "lighting_and_mood": {
          "lighting_style": "soft dramatic studio lighting",
          "mood": "timeless fashion portrait"
        },
        "quality_tags": [
          "4k resolution",
          "high detail",
          "cinematic look",
          "portrait ratio 3:4"
        ]
      }
    },
    {
      "prompt_details": {
        "subject": {
          "identity": "{argument name="celebrity 2" default="Kendall Jenner"}",
          "appearance": "long dark hair, minimal makeup, sun-kissed skin",
          "pose": "seated relaxed pose, confident gaze",
          "clothing": "minimal neutral lounge outfit"
        },
        "environment": {
          "setting": "luxury resort-style interior",
          "color_palette": "warm beige and earth tones"
        },
        "lighting_and_mood": {
          "lighting_style": "natural window light",
          "mood": "modern lifestyle editorial"
        },
        "quality_tags": [
          "4k resolution",
          "photorealistic",
          "clean aesthetic",
          "portrait ratio 3:4"
        ]
      }
    }
  ]
}

{
  "image_prompt_schema": {
    "subject": {
      "demographics": "Young woman, fit athletic build, Caucasian, long dark brunette hair spread out on surface",
      "facial_features": "Defined eyebrows, natural makeup, soft pink lips, neutral to slightly alluring gaze looking directly into camera",
      "pose": "Lying flat on back (supine), one hand raised touching temple/hair lightly, relaxed body language"
    },
    "apparel": {
      "top": "Black athletic sports bra, thin straps, cut-out detail at neckline, small white text '{argument name="brand logo text" default="JUST DO IT"}' on chest band",
      "bottom": "White tennis skirt or athletic shorts, waistband visible",
      "accessories": "Black smartwatch on left wrist, manicured light pink nails"
    },
    "environment": {
      "setting": "Outdoor tennis court",
      "surface_texture": "{argument name="court color" default="Green"} hard court texture, slightly weathered matte finish, white court line visible in top right corner",
      "props": [
        "Yellow and black tennis racket with yellow strings positioned to the left of head",
        "Three neon yellow tennis balls scattered around head and shoulder area"
      ]
    },
    "composition": {
      "camera_angle": "Direct top-down view (flat lay), bird's-eye view",
      "framing": "Close-up to medium shot, centering on face and upper torso",
      "depth_of_field": "Deep depth of field, sharp focus on face and texture of court"
    },
    "lighting": {
      "type": "Soft natural daylight",
      "quality": "Diffused, even illumination, minimal harsh shadows, flattering portrait lighting",
      "tone": "Cool outdoor tones with vibrant accents from tennis gear"
    },
    "technical_specifications": {
      "style": "Ultra-realistic, commercial sports photography, editorial fashion",
      "quality_keywords": [
        "UHD",
        "8k resolution",
        "HDR",
        "highly detailed texture",
        "skin porosity",
        "sharp details",
        "masterpiece"
      ]
    }
  },
  "generation_parameters": {
    "aspect_ratio": "9:16",
    "orientation": "Vertical (Long)",
    "chaos": 0,
    "stylize": 750
  }
}

{
"subject": {
"description": "Young woman with a fit, curvy physique and sun-kissed skin tone featuring prominent freckles across the nose and cheeks.",
"hair": "Long, wavy dark blonde hair with lighter blonde balayage highlights and dark roots, held back by a thick navy blue fabric headband. Hair cascades down the back, reaching the lower waist.",
"clothing": {
"top": "Black ribbed sleeveless high-neck crop top, tight-fitting.",
"bottom": "Black string bikini bottoms with side ties, sitting low on the hips.",
"accessories": "Small silver hoop earrings, silver bracelet on left wrist."
},
"body_details": {
"tattoos": "Visible distinct tattoos: black line-art tattoos on the left hand fingers and back of hand, a number '7' or similar symbol on the left forearm, a small line-drawing of a rabbit and an eye with teardrops on the upper left thigh.",
"skin_texture": "High-fidelity skin texture with clearly defined pores, heavy freckling on the face, and natural flush on the cheeks."
}
},
"pose": {
"description": "The subject is leaning forward against the back of a black leather bar stool, angling her body away from the camera while twisting her torso and head to look back over her left shoulder directly at the viewer.",
"torso_alignment": "Torso is twisted to the left, highlighting the curve of the spine and the side profile of the chest.",
"limbs": "Left arm is draped casually over the top of the chair back with fingers relaxed and dangling. Legs are positioned to emphasize the hips and glutes, with the body weight resting against the chair.",
"facial_expression": "A warm, playful smile with direct eye contact, conveying a flirtatious and confident mood."
},
"environment": {
"setting": "A spacious, modern residential kitchen.",
"flooring": "Light oak hardwood flooring running diagonally across the frame.",
"background_elements": "White shaker-style cabinetry, a large white kitchen island, stainless steel double wall ovens to the left, a stainless steel refrigerator in the center background, white countertops, and a dining area visible in the deep background.",
"details": "Windows with white plantation shutters in the background, a crystal pendant light fixture near the top right, white shopping bags visible on the back counter."
},
"camera": {
"shot_type": "Medium three-quarter shot captured from slightly above eye level relative to the subject's face, but capturing the lower body prominence.",
"perspective": "Rear-side angle emphasizing the curvature of the back and hips while maintaining focus on the face.",
"focal_length": "Approximately 28mm to 35mm, creating a candid, slightly wide field of view without excessive distortion.",
"depth_of_field": "Subject is in sharp focus, background is slightly softened but details remain distinguishable."
},
"lighting": {
"source": "Ample natural daylight entering from windows on the right and background.",
"quality": "Soft, diffused in

{
  "master_prompt": {
    "global_settings": {
      "resolution": "8K ultra-high-definition",
      "aspect_ratio": "3:4 vertical",
      "style": "hyper-realistic AI-edited commercial beverage photography",
      "sharpness": "extreme clarity, micro-detail visibility",
      "lighting_quality": "cinematic studio lighting with controlled highlights and shadows",
      "motion_freeze": "high-speed capture, frozen liquid splashes and particles",
      "noise": "none",
      "artifacts": "none"
    },

    "module_1_glass_beverage_style": {
      "subject": {
        "type": "transparent glass",
        "glass_style": "tall cylindrical glass with thick base",
        "surface_details": "cold condensation droplets on outer glass surface",
        "fill_level": "80 percent full",
        "label_text_visible": [
          "mock up",
          "iced coffee / protein shake",
          "SEPARATED SHADOWS"
        ]
      },

      "liquid_and_layers": {
        "beverage_type": "{argument name="beverage type" default="iced latte or chocolate protein shake"}",
        "liquid_color": "rich coffee brown or creamy cocoa",
        "layering": "soft milk-to-coffee gradient with subtle swirls",
        "texture": "smooth, thick, glossy, realistic viscosity"
      },

      "motion_and_splash": {
        "action": "liquid splash erupting from inside the glass",
        "splash_behavior": "curved arcs rising above rim with suspended droplets",
        "droplet_detail": "micro droplets frozen mid-air with sharp definition"
      },

      "floating_elements": {
        "ice_cubes": "large clear ice cubes rotating in mid-air",
        "coffee_beans_or_cocoa": "roasted coffee beans or cocoa powder particles floating",
        "cream_stream": "thin stream of milk or cream pouring into glass"
      },

      "pose_and_camera": {
        "position": "centered hero composition",
        "angle": "three-quarter close-up",
        "camera_feel": "slightly low angle for premium, powerful presence"
      },

      "background": {
        "color_palette": "deep espresso brown fading into warm beige highlights",
        "bokeh": "soft cinematic bokeh lights with warm glow",
        "atmosphere": "luxurious, indulgent, high-end café mood"
      },

      "surface_and_reflection": {
        "base": "wet reflective surface with subtle liquid pooling",
        "shadow_style": "clean, soft separated shadow beneath glass",
        "reflection_quality": "controlled highlights along glass edges"
      }
    }
  }
}

{
  "project_configuration": {
    "title": "Strawberry Angel - Low Angle",
    "render_engine": "Photorealistic/Cinematic",
    "target_resolution": "8k",
    "aspect_ratio": "9:16"
  },
  "scene_graph": {
    "camera_configuration": {
      "perspective": {
        "angle": "Low-angle",
        "elevation": "Hip-level",
        "tilt": "Upward facing"
      },
      "optical_properties": {
        "focal_length": "50mm",
        "aperture": "f/1.8",
        "focus_point": "Eyes",
        "depth_of_field": "Shallow (Soft Bokeh)"
      }
    },
    "subject_definition": {
      "demographics": {
        "type": "Young Woman",
        "hair": {
          "color": "Red",
          "style": "Long, wavy",
          "texture": "High fidelity"
        }
      },
      "attire": {
        "material": "Latex",
        "color": "White",
        "pattern": "{argument name="pattern type" default="Red strawberry print"}",
        "items": [
          "Crop top",
          "Shorts"
        ],
        "accessories": [
          "Deep V necklace"
        ]
      },
      "morphology": {
        "wings": {
          "size": "Large",
          "color": "White",
          "texture": "Feathered",
          "position": "Arcing dynamically behind shoulders"
        }
      },
      "performance": {
        "pose": "Leaning slightly into frame",
        "expression": "Playful, intimate",
        "action": "Touching hair (implied by previous context)"
      }
    },
    "environment_definition": {
      "architecture": "Ornate Roman style",
      "features": [
        "Tall windows",
        "Blue stained glass"
      ],
      "lighting_setup": {
        "ambient": "Blue hues from stained glass",
        "specular": "Highlights on lips and hair",
        "atmosphere": "Elegant, cinematic"
      }
    }
  },
  "generation_payload": {
    "positive_prompt": "Low angle shot, medium close-up, young woman with long red wavy hair, wearing white latex strawberry-patterned crop top and shorts, deep V necklace, large white feathered angel wings. She is leaning into the camera with a playful intimate smile. Background is blurred ornate Roman architecture with blue stained glass light. 50mm lens, f/1.8, bokeh, high contrast, 8k, masterpiece.",
    "negative_prompt": "distortion, bad anatomy, flat lighting, oversaturated, cartoon, illustration, cherry print, dark hair"
  }
}

IMAGE: A single cylindrical serum bottle is positioned slightly right of center in the frame, diagonally tilted from the upper right toward the lower left, creating a bottom-weighted composition with most visual mass concentrated in the lower middle of the image; the camera presents a three-quarter front view of the bottle, with the front label and a slight portion of its right side visible, viewed from slightly above eye level and angled downward, as if the camera is hovering just above the subject; the bottle appears suspended mid-air, gripped near its neck by a black mechanical clamp that enters from the upper right corner, partially cropped by the frame edge so that the top and rightmost portions of the clamp extend beyond the border; the bottle’s cylindrical body has rounded edges and a smooth, matte label surface, while the cap is also cylindrical with a flat top, and the entire form is oriented diagonally, pointing toward the lower left corner; thick, glossy {argument name="liquid color" default="green"} liquid coats the upper portion of the bottle and cap, forming viscous drips that curve downward under gravity, with rounded edges and reflective highlights indicating a semi-transparent, gel-like texture; the clamp consists of angular, geometric components—rectangular arms and jointed segments with sharp edges—forming a rigid, industrial silhouette around the bottle’s neck, its matte black surface absorbing most of the light and appearing nearly featureless; the environment is a seamless, uniform light-grey background with no visible horizon or texture, creating a clean, studio-like setting with no foreground or background objects besides the clamp and bottle; the camera perspective feels close to medium-close distance with minimal perspective distortion, suggesting a normal to slightly telephoto focal length; focus is sharp across both the clamp and the bottle, with no noticeable depth-of-field blur, giving the image a crisp, product-catalog clarity; lighting is hard and directional from the upper left, producing bright specular highlights along the bottle’s curved surface and the glossy green liquid, while casting deep, dense shadows across the clamp, which reads as a near-black silhouette; the light creates subtle reflections on the bottle’s smooth surfaces and accentuates the thickness of the dripping liquid; effects include high contrast between the white label, black clamp, and grey background, with clean edges, minimal visible grain, and a slightly stylized color grade that emphasizes the green liquid as the only saturated accent; the color palette is restrained—neutral grey background, black clamp, white label, and a vivid green liquid—creating a cool, clinical, high-contrast atmosphere; there is no visible haze, dust, or motion blur, and the scene appears entirely static and controlled. TEXT: Title: “{argument name="product title" default="THE RETINOL SERUM"}”; Body: “TRANSFORMATIVE VITAMIN A COMPLEX”; Other: “30 ML / 1.0 FL OZ”.

{
  "prompt": "A photorealistic fashion beach portrait of a stylish blonde woman on a sunny European pebble beach. She is wearing a {argument name="dress color" default="lime green"} crochet summer dress layered over a white bikini, accessorized with a matching green headband, black sunglasses, large gold starfish earrings, and a gold chain belt. Long flowing blonde hair, glowing sun-kissed skin, confident and carefree pose. The background shows a vibrant Mediterranean coastline with turquoise water, beachgoers, seaside buildings, and dramatic green cliffs. Luxury summer vacation aesthetic, candid high-fashion vibe.",
  "style": "photorealistic",
  "lighting": "bright natural sunlight, midday beach light",
  "camera": "fashion photography, shallow depth of field",
  "quality": "ultra high resolution, 4k, sharp focus",
  "mood": "confident, chic, summer goddess",
  "negative_prompt": "blurry, low quality, overexposed, flat lighting, distorted face, extra limbs, unrealistic body, cartoon, anime, CGI"
}

Foreground-focused shot of an ice cooler filled with {argument name="product name" default="nano banana milk"} cartons, camera prioritizing sharpness and texture on the nano banana milk in the cooler, cartons appearing slightly larger due to closer foreground perspective, subtle wide-aperture depth of field where the background students and graduation scene remain recognizable but less detailed, not heavily blurred.

Light cold condensation mist / icy vapor haze rising gently from the ice, visible chill in the air, realistic ice translucency and water droplets on the cartons.

Students in graduation gowns sitting behind the cooler remain unchanged, natural candid expressions, realistic lighting, documentary realism.

No heavy blur, no cinematic bokeh, no artificial glow, no overprocessing — just optical priority on the product, crisp edges, natural contrast, and realistic lens behavior.

{
  "prompt": "Photorealistic 8K full-body portrait of beautiful young woman strongly resembling {argument name="celebrity resemblance" default="Sydney Sweeney"}, early 20s, athletic toned build with natural curves, full bust, fair flushed skin with realistic post-yoga sweat droplets on face/neck/chest/shoulders/midriff, subtle freckles/pores. Blonde hair in loose messy damp ponytail with strands framing face/sticking to neck. Large blue eyes direct calm confident gaze, soft subtle smile, small cheek beauty mark. Performing elegant upward-facing dog yoga pose: prone on mat, upper body arched back, chest open, arms straight, hips/thighs slightly lifted, legs extended. Wearing fitted {argument name="sports bra color" default="lime green"} ribbed sports bra crop top with deep scoop neckline/thick straps and high-waisted white yoga leggings. Soft natural window light in modern yoga studio, subtle sweat sheen highlights, shallow DOF sharp on subject with bokeh background, intimate athletic post-yoga glow, masterpiece.",
  "style": "Photorealistic high-end editorial yoga portrait, natural realistic skin/sweat/fabric details, intimate post-session glow",
  "aspect_ratio": "9:16",
  "resolution": "8k",
  "lighting": "Soft natural window light with gentle overhead ambiance, warm highlights on sweat-glistened skin, subtle shadows defining tone/curves, realistic post-exercise flush",
  "camera_angle": "Medium shot slight low front angle, emphasizing upward-facing dog pose, chest openness, back arch, confident direct gaze",
  "subject": {
    "resemblance": "Strongly resembling Sydney Sweeney",
    "age_appearance": "Early 20s",
    "hair": "Blonde, loose messy ponytail with damp strands framing face and on neck",
    "skin": "Fair flushed, glistening realistic sweat droplets, visible pores, light freckles, post-yoga glow",
    "face": "Heart-shaped, large blue eyes calm confident gaze, full natural lips soft smile, small cheek beauty mark",
    "physique": "Athletic toned with natural curves, defined shoulders/arms, full bust, toned midriff",
    "outfit": {
      "top": "Lime green ribbed sports bra crop top, deep scoop neckline, thick straps, fitted",
      "bottom": "High-waisted white yoga leggings, form-fitting"
    },
    "pose": "Elegant upward-facing dog: prone, upper body lifted/arched back, chest open, arms straight, hips/thighs slightly lifted, legs extended",
    "expression": "Calm confident post-yoga glow, direct eye contact, soft subtle smile"
  },
  "environment": {
    "location": "Modern yoga studio",
    "background": "Softly blurred mats, large mirrors, minimal decor, natural window light",
    "atmosphere": "Serene intimate post-session, athletic elegance, realistic sweat/exertion"
  },
  "image_quality": {
    "detail_level": "Masterpiece 8K hyper-realistic skin pores/sweat/fabric/muscle, sharp focus",
    "focus": "Sharp on subject, creamy bokeh background",
    "overall_vibe"

{
  "meta": {
    "prompt_type": "Photorealistic 8K full-body portrait",
    "aspect_ratio": "9:16",
    "resolution": "8k",
    "negative_prompt": "deformed, bad anatomy, extra limbs, blurry, low quality, cartoon, illustration, watermark, over/underexposed, heavy makeup, dry skin, unnatural lighting, stiff pose"
  },
  "subject": {
    "identity": {
      "resemblance": "Strongly resembling {argument name="celebrity resemblance" default="Sydney Sweeney"}",
      "age_appearance": "Early 20s"
    },
    "appearance": {
      "physique": "Athletic toned build with natural curves, full bust, defined shoulders/arms, toned midriff",
      "skin": "Fair flushed, realistic post-yoga sweat droplets on face/neck/chest/shoul ders/midriff, visible pores, light freckles, post-yoga glow",
      "hair": "Blonde, loose messy damp ponytail with strands framing face/sticking to neck",
      "face": "Heart-shaped, large blue eyes, full natural lips, small cheek beauty mark"
    },
    "attire": {
      "top": "Fitted {argument name="sports bra color" default="lime green"} ribbed sports bra crop top, deep scoop neckline, thick straps",
      "bottom": "High-waisted white yoga leggings, form-fitting"
    },
    "action": {
      "pose": "Elegant upward-facing dog: prone on mat, upper body lifted/arched back, chest open, arms straight, hips/thighs slightly lifted, legs extended",
      "expression": "Calm confident post-yoga glow, direct eye contact, soft subtle smile",
      "gaze": "Direct calm confident"
    }
  },
  "style": {
    "description": "Photorealistic high-end editorial yoga portrait, natural realistic skin/sweat/fabric details, intimate post-session glow, masterpiece",
    "lighting": "Soft natural window light with gentle overhead ambiance, warm highlights on sweat-glistened skin, subtle shadows defining tone/curves, realistic post-exercise flush",
    "camera_angle": "Medium shot slight low front angle, emphasizing upward-facing dog pose, chest openness, back arch, confident direct gaze"
  },
  "environment": {
    "location": "Modern yoga studio",
    "background": "Softly blurred mats, large mirrors, minimal decor, natural window light, bokeh effect",
    "atmosphere": "Serene intimate post-session, athletic elegance, realistic sweat/exertion"
  },
  "image_quality": {
    "detail_level": "Masterpiece 8K hyper-realistic skin pores/sweat/fabric/muscle, sharp focus",
    "focus": "Sharp on subject, creamy bokeh background",
    "overall_vibe": "Intimate athletic yoga portrait, natural post-exercise beauty, confident graceful energy"
  }
}

{
  "generation_request": {
    "meta_data": {
      "tool": "NanoBanana Pro",
      "task_type": "photoreal_cinematic_flash_floor_editorial_diptych",
      "priority": "highest",
      "language": "en",
      "version": "v1.0_BLUE_DRESS_FLOOR_FLASH_DIPTYCH_NO_TEXT"
    },

    "output": {
      "aspect_ratio": "3:4",
      "resolution": "ultra_high",
      "num_images": 4
    },

    "scene": {
      "concept": "A two-frame editorial diptych shot from above: a glamorous woman lying on a carpeted floor in a deep blue satin halter dress. Phone/compact-camera flash aesthetic, candid late-night energy. Frame one is sharp with a relaxed smile and eyes closed; frame two has intentional motion blur from a sudden head turn, creating a chaotic-chic vibe.",
      "environment": "neutral beige carpet floor, minimal background, a thin white edge of furniture or wall line at the top",
      "time_of_day": "night",
      "atmosphere": "flash-lit, intimate, spontaneous"
    },

    "subject": {
      "age_appearance": "adult",
      "expression_range": [
        "eyes closed, soft smile",
        "half-open eyes with playful, blurred motion"
      ],
      "pose": "lying on back with head tilted, one hand holding the neckline of the halter dress near collarbone, the other arm relaxed across torso",
      "hair": "long dark hair fanned out messily around the head, loose strands across face",
      "wardrobe": "{argument name="dress color" default="deep blue"} satin halter dress with plunging neckline, glossy fabric folds",
      "accessories": "small earrings, delicate necklace, multiple rings, manicured nails"
    },

    "shot_design": {
      "layout": "vertical diptych (two stacked frames in one image), thin border separation",
      "frame_1": "tack sharp face, eyes closed, warm smile, hair spread naturally, flash highlights controlled",
      "frame_2": "intentional motion blur from head turning, slight face smear, hand blur, still readable silhouette",
      "continuity_rules": "outfit, floor,  top-down camera position; only micro-movement between frames"
    },

    "camera": {
      "camera_body": "compact camera / smartphone",
      "lens": "wide (24-28mm equivalent)",
      "aperture": "f/1.8",
      "shutter_behavior": "frame 1 faster shutter for sharpness; frame 2 slightly slower shutter for motion blur",
      "framing": "top-down overhead, tight crop emphasizing face, neckline, and hair spread",
      "look": "flash realism, imperfect candid editorial"
    },

    "lighting": {
      "key_light": "direct on-camera flash from above",
      "fill_light": "minimal ambient room light",
      "contrast": "medium-high",
      "highlights": "specular satin highlights on dress, not blown out; natural skin sheen"
    },

    "color_grading": {
      "palette": "deep blue satin, warm skin tones, neutral beige floor",
      "film_emulation": "modern nightlife editorial realism",
      "grain": "fine digital grain",
      "halation": "minimal"
    }