Product marketing prompts

{
  "image_generation": {
    "subject": {
      "description": "young fashionable woman taking a mirror selfie in an art gallery",
      "pose": "standing upright, holding a compact camera in one hand, relaxed stance",
      "expression": "neutral, confident, composed",
      "gaze": "looking at her reflection through the camera"
    },
    "appearance": {
      "hair": {
        "color": "blonde",
        "style": "straight, worn down under a {argument name="headwear" default="beige beret"}"
      },
      "face": {
        "skin_tone": "fair",
        "makeup": "minimal, natural with defined lips"
      },
      "accessories": [
        "beige beret",
        "black rectangular sunglasses",
        "silver hoop earrings",
        "black crossbody utility bag"
      ]
    },
    "outfit": {
      "top": "white cropped tank top layered under a sheer gray knit long-sleeve",
      "bottom": "{argument name="pants color" default="olive green"} cargo-style loose-fit pants",
      "footwear": "brown sneakers with white stripes"
    },
    "environment": {
      "setting": "modern art gallery interior",
      "background_elements": [
        "white walls",
        "abstract painting in yellow and black tones",
        "minimalist open space"
      ],
      "floor": "smooth concrete floor"
    },
    "props": {
      "camera": "compact digital camera held in hand"
    },
    "lighting": {
      "type": "gallery ambient lighting",
      "direction": "even frontal lighting",
      "quality": "soft and neutral"
    },
    "camera": {
      "angle": "eye-level mirror selfie",
      "framing": "full-body shot",
      "lens": "standard focal length",
      "depth_of_field": "deep focus, sharp foreground and background"
    },
    "aesthetic": {
      "style": "modern street-style fashion photography",
      "vibe": "minimal, artistic, contemporary",
      "color_palette": "neutral tones with muted greens and beige"
    },
    "quality": {
      "realism": "highly realistic",
      "resolution": "high resolution",
      "look": "editorial fashion photo"
    }
  }
}

{
"subject": {
"description": "Tanned beauty with {argument name="hair style" default="platinum blonde bob"}. Voluptuous figure with emphasis on hips and bust.",
"clothing": "one-piece swimsuit, cut high on legs.",
"skin_details": "Glossy from sunscreen"
},
"pose": {
"type": "Lying prone by pool, propping up on elbows.",
"limbs": "Legs kicked up playfully, head turned to camera.",
"expression": "Flirty grin, inviting eyes."
},
"environment": {
"setting": "Luxury resort pool in tropical spot.",
"background": "Blue water, lounge chairs, palm umbrellas.",
"foreground": "Towel and sunglasses nearby."
},
"camera": {
"shot_type": "Low angle close-up.",
"focus": "Detailed water droplets, fabric sheen.",
"aspect_ratio": "3:4"
},
"lighting": {
"source": "Direct sunlight, high noon.",
"quality": "Bright highlights, deep shadows for drama."
},
"mood_and_expression": {
"mood": "Fun, seductive vacation mode.",
"style": "Hyper-real beach photography."
},
"controlnet": {
"pose_control": {"weight": 1.0},
"depth_control": {"weight": 0.8}
},
"negative_prompt": [
"overcast sky, baggy clothes, serious expression"
]
}

{
  "prompt": {
    "subject": {
      "description": "A beautiful woman with blonde hair sitting on a window sill",
      "appearance": {
        "hair": "Long, straight blonde hair, center part, slightly tousled",
        "skin_tone": "Fair, natural radiance",
        "expression": "Soft smile, direct and engaging eye contact",
        "makeup": "Natural, minimal look"
      },
      "clothing": {
        "bodysuit": {
          "color": "{argument name="bodysuit color" default="Creamy"}",
          "material": "Ribbed knit fabric",
          "style": "Long-sleeved, deep V-neck, form-fitting"
        },
        "legwear": {
          "item": "Thigh-high socks",
          "color": "Black with three white horizontal stripes at the top",
          "style": "Athletic / Varsity aesthetic"
        },
        "footwear": {
          "item": "Winter hiking boots",
          "material": "Tan suede with cream shearling/fur lining",
          "details": "Bright red laces, rugged sole"
        },
        "accessories": {
          "headwear": "Large, fluffy black earmuffs",
          "neckwear": [
            "Black lace choker",
            "Thin gold necklace with a key pendant"
          ]
        }
      },
      "pose": {
        "body_position": "Seated on a wooden window ledge, angled slightly forward",
        "legs": "One leg bent at the knee with foot resting on the ledge, other leg likely down or tucked",
        "hands": "Resting casually on the wooden sill"
      }
    },
    "environment": {
      "setting": "Indoor window seat overlooking a winter landscape",
      "architectural_details": "Large glass pane window, light wood window frame and casing",
      "background_landscape": {
        "season": "Winter",
        "elements": [
          "Snow-covered ground",
          "Birch/Aspen trees with white bark",
          "Distant snowy mountains/hills",
          "Bright, overcast sky"
        ]
      }
    },
    "lighting": {
      "source": "Natural daylight coming through the large window",
      "quality": "Soft, diffused, flattering portrait lighting",
      "shadows": "Minimal, soft shadows on the interior side"
    },
    "mood_and_atmosphere": {
      "vibe": "Cozy, après-ski, playful, alluring",
      "tonality": "Bright, cool tones balanced with warm wood and skin tones"
    },
    "camera_specifications": {
      "style": "Ultra Photorealistic Portrait",
      "angle": "Eye-level shot",
      "focal_length": "50mm to 85mm (flattering portrait focal length)",
      "depth_of_field": "Shallow depth of field (f/2.8) keeping subject sharp while softly blurring the outdoor trees",
      "resolution": "8k, high definition texture rendering"
    }
  }
}

{
  "subject": {
    "identity": "{argument name="identity" default="Jennie Kim (K-pop artist)"}",
    "age_appearance": "early 20s",
    "gender": "female",
    "pose": {
      "position": "seated on floor",
      "body_language": "leaning slightly forward, legs bent and splayed, left arm supporting body, right hand near ankle",
      "expression": "calm, neutral, direct gaze"
    },
    "hair": {
      "length": "long",
      "color": "dark",
      "texture": "straight",
      "style": "loose, framing face and back"
    },
    "face": {
      "makeup": {
        "style": "fresh and dewy",
        "details": ["subtle cat-eye winged eyeliner", "groomed brows", "soft glossy lips"]
      },
      "skin": {
        "finish": "dewy, hyper-reflective",
        "style": ["wet look", "glass-skin"],
        "highlights": "smooth, luminous contours",
        "tone": "warm enhancement"
      }
    }
  },
  "fashion": {
    "top": {
      "type": "short-sleeved crop top",
      "color": "white or cream",
      "texture": "ribbed",
      "neckline": "wide square, highlighting collarbones",
      "fit": "fitted"
    },
    "bottoms": {
      "type": "oversized denim jeans",
      "color": "dark-wash",
      "fit": "loose, heavy fabric, structured folds due to seated pose"
    },
    "accessories": [
      {
        "type": "pearl necklace",
        "style": "single strand, delicate"
      }
    ]
  },
  "props": {
    "flowers": {
      "position": "to her left (viewer’s right)",
      "style": "rustic bouquet",
      "colors": ["muted pinks", "deep reds", "white"],
      "additional": "greenery and bright blue ribbon"
    }
  },
  "setting": {
    "background": "plain white walls and floor, minimalist studio",
    "floor": "white",
    "orientation": "vertical",
    "dimensions": {"width": 504, "height": 1002}
  },
  "lighting": {
    "style": "direct, high-contrast, soft on skin",
    "effect": "distinct shadow behind subject, trendy snapshot aesthetic"
  },
  "mood": "chic, modern, understated, balancing high-fashion with casual comfort"
}

{
  "prompt": {
    "subject": {
      "description": "A beautiful woman with blonde hair sitting on a window sill",
      "appearance": {
        "hair": "Long, straight blonde hair, center part, slightly tousled",
        "skin_tone": "Fair, natural radiance",
        "expression": "Soft smile, direct and engaging eye contact",
        "makeup": "Natural, minimal look"
      },
      "clothing": {
        "bodysuit": {
          "color": "Creamy",
          "material": "Ribbed knit fabric",
          "style": "Long-sleeved, deep V-neck, form-fitting"
        },
        "legwear": {
          "item": "Thigh-high socks",
          "color": "Black with three white horizontal stripes at the top",
          "style": "Athletic / Varsity aesthetic"
        },
        "footwear": {
          "item": "Winter hiking boots",
          "material": "Tan suede with cream shearling/fur lining",
          "details": "Bright red laces, rugged sole"
        },
        "accessories": {
          "headwear": "Large, fluffy black earmuffs",
          "neckwear": [
            "Black lace choker",
            "Thin gold necklace with a key pendant"
          ]
        }
      },
      "pose": {
        "body_position": "Seated on a wooden window ledge, angled slightly forward",
        "legs": "One leg bent at the knee with foot resting on the ledge, other leg likely down or tucked",
        "hands": "Resting casually on the wooden sill"
      }
    },
    "environment": {
      "setting": "Indoor window seat overlooking a winter landscape",
      "architectural_details": "Large glass pane window, light wood window frame and casing",
      "background_landscape": {
        "season": "Winter",
        "elements": [
          "Snow-covered ground",
          "Birch/Aspen trees with white bark",
          "Distant snowy mountains/hills",
          "Bright, overcast sky"
        ]
      }
    },
    "lighting": {
      "source": "Natural daylight coming through the large window",
      "quality": "Soft, diffused, flattering portrait lighting",
      "shadows": "Minimal, soft shadows on the interior side"
    },
    "mood_and_atmosphere": {
      "vibe": "Cozy, après-ski, playful, alluring",
      "tonality": "Bright, cool tones balanced with warm wood and skin tones"
    },
    "camera_specifications": {
      "style": "Ultra Photorealistic Portrait",
      "angle": "Eye-level shot",
      "focal_length": "50mm to 85mm (flattering portrait focal length)",
      "depth_of_field": "Shallow depth of field (f/2.8) keeping subject sharp while softly blurring the outdoor trees",
      "resolution": "8k, high definition texture rendering"
    }
  }
}

{
  "subject": {
    "name": "{argument name="name" default="Jennie Kim"}",
    "occupation": "K-pop star (BLACKPINK)",
    "pose": {
      "body_angle": "slightly angled",
      "left_arm": "relaxed by side",
      "right_hand": "resting on upper thigh",
      "gaze": "direct, confident"
    },
    "expression": "calm, composed"
  },
  "styling": {
    "attire": {
      "type": "two-piece co-ord set",
      "color": "dusty blue-grey",
      "texture": "waffle-knit / honeycomb / textured eyelet",
      "top": {
        "style": "camisole",
        "straps": "thin spaghetti",
        "neckline": "V-neck",
        "hem": "raw, fringed edge"
      },
      "bottom": {
        "style": "maxi skirt",
        "cut": "low-rise",
        "waist": "low on hips",
        "midriff_exposure": "sliver visible"
      }
    },
    "accessories": {
      "bag": {
        "type": "shoulder bag",
        "color": "pale yellow",
        "structure": "small, structured"
      },
      "ring": {
        "hand": "left",
        "material": "silver",
        "style": "simple"
      },
      "nails": {
        "length": "long",
        "finish": "pearlescent or metallic"
      }
    },
    "hair": {
      "color": "dark",
      "style": "long, loose, soft tousled waves",
      "bangs": "curtain / wispy fringe"
    },
    "makeup": {
      "skin": "glass skin, dewy, hyper-reflective",
      "lips": "neutral",
      "eyes": "softly defined",
      "finish": "luminous facial contours, wet look"
    }
  },
  "environment": {
    "setting": "exclusive after-party / fashion event",
    "lighting": {
      "type": "direct flash",
      "effect": "subject bright and sharp, background in deep shadow, high-contrast, paparazzi/vintage 90s Y2K aesthetic"
    },
    "decor": {
      "celestial_spheres": [
        { "position": "left", "color": "green", "texture": "textured orb" },
        { "position": "behind head", "color": "red", "size": "large" }
      ]
    },
    "crowd": {
      "visibility": "mostly shadowed or out of focus",
      "notable_figures": [
        { "position": "right", "appearance": "man in black shirt holding smartphone" },
        { "position": "background", "appearance": "man possibly celebrity or model looking off-camera" }
      ],
      "vibe": "bustle and energy"
    }
  },
  "composition": {
    "shot_type": "medium shot",
    "orientation": "vertical",
    "width": 504,
    "height": 1002
  }
}

{
    "file_name": "20260201_135528.jpg",
    "subject_details": {
      "hair": "Vibrant ginger/red, messy-chic spread across the hood",
      "outfit": "Soft pink spandex one-piece, 'Melisa' embroidery on chest",
      "pose": "Supine, right arm shielding eyes from direct sunlight",
      "expression": "Serene, relaxed facial muscles"
    },
    "vehicle_details": {
      "make_model": "Vintage Porsche 911 Carrera style",
      "color": "Pastel Yellow / Canary Yellow",
      "visual_elements": "Round halogen headlight, black rubber bumper trim, side mirror visible"
    },
    "composition": {
      "lighting": "Harsh midday sun creating high-contrast shadows",
      "angle": "High-angle vertical shot looking down at the hood",
      "background": "Asphalt parking lot, green curb, orange traffic cone"
    }
  },
  {
    "file_name": "20260201_135522.jpg",
    "subject_details": {
      "hair": "Deep auburn, cascading over the white surface",
      "outfit": "Classic black high-cut bodysuit",
      "skin_details": "Visible freckles, natural skin texture under sunlight"
    },
    "vehicle_details": {
      "make_model": "Porsche 911 (G-Series)",
      "color": "Grand Prix White",
      "branding": "Porsche gold-tone crest clearly visible on the lower hood"
    },
    "composition": {
      "contrast_ratio": "High (Black outfit vs White car)",
      "depth_of_field": "Shallow, focusing on the model's face and car's logo",
      "setting": "Urban street parking, clear sky"
    }
  },
  {
    "file_name": "20260201_135525.jpg",
    "subject_details": {
      "hair": "Bright red, contrasted against the dark metallic surface",
      "outfit": "Clean white one-piece swimwear/bodysuit",
      "posture": "Fully reclined, arms wide, occupying the center of the frame"
    },
    "vehicle_details": {
      "make_model": "Porsche 911",
      "color": "Jet Black / Obsidian",
      "reflections": "High-gloss finish showing sky and building reflections"
    },
    "composition": {
      "aesthetic": "Minimalist 'Bold Contrast' theme",
      "framing": "Subject is centered diagonally to create dynamic movement",
      "props": "Orange safety cone in the background providing a secondary color pop"
    }
  }

Create a 3:4 cinematic studio portrait of a young Indian man using the uploaded reference image as the only identity source, with 100% exact facial match and no changes to face, proportions, or features. He has short, messy black hair and a short beard, smiling confidently with arms crossed. He wears a teal long-sleeve crew-neck shirt. Three-quarter view, looking slightly upward. Pure black studio background. Dramatic red rim light from the right and cool blue fill light from the left, creating strong contrast and depth. High-end portrait photography, realistic skin texture, sharp focus, cinematic lighting, ultra-realistic look.

Recreate the person from attached image in a different camera perspectives. Keep identity, proportions, clothing, and background consistent; photorealistic with natural shadows. @img1  Do not change original image style, texture.

{
  "image_configuration": {
    "aspect_ratio": "9:16",
    "output_format": "4K Ultra HD",
    "rendering_style": "Hyper-Realistic Cinematic Photography"
  },
  "subject_node": {
    "identity": {
      "reference": "Same woman from previous images",
      "hair": "Long, flowing platinum blonde; middle part",
      "features": "Blue-grey eyes; wearing tortoise-shell glasses"
    },
    "pose_and_interaction": {
      "body_position": "Seated on a dark iron bollard",
      "orientation": "Back-view perspective with head turned back over the shoulder",
      "eye_contact": "Directly into camera; soft, focused gaze"
    },
    "accessories": [
      { "item": "Classic tortoise-shell glasses", "material": "Acetate" },
      { "item": "Gold link bracelet", "placement": "Left wrist" }
    ]
  },
  "attire_node": {
    "upper_garment": {
      "type": "Strapless tube top",
      "color": "Light beige / Tan",
      "material": "Ribbed fabric"
    },
    "lower_garment": {
      "type": "High-waisted denim jeans",
      "color": "Light wash blue",
      "details": "Distressed knee; form-fitting through the seat"
    },
    "footwear": {
      "type": "Low-top canvas sneakers",
      "color": "White"
    }
  },
  "environmental_node": {
    "setting": "Narrow European cobblestone alleyway",
    "temporal_context": "Twilight / Blue hour",
    "elements": [
      "Wet-look weathered cobblestones",
      "Soft reflective street surface",
      "Symmetric building facades",
      "Deep vanishing point perspective"
    ]
  },
  "cinematography_node": {
    "lighting": {
      "primary": "Warm amber street lamp glow (backlighting)",
      "secondary": "Cool twilight ambient fill",
      "effect": "Soft rim lighting on hair and shoulders"
    },
    "camera_settings": {
      "lens": "35mm prime",
      "depth_of_field": "Shallow (Creamy background bokeh)",
      "focus": "Sharp on the subject's face"
    }
  }
}

{
  "scene": {
    "location": "Coastal road near Galle Face Green, Colombo, Sri Lanka",
    "time_of_day": "Golden hour sunset",
    "environment": "Tropical seaside roadway with palm trees, ocean on the left, greenery along the curb, warm sky glow, long cinematic shadows",
    "weather": "Clear sky, warm sunlight, gentle ocean breeze"
  },
  "composition": {
    "camera_angle": "Low angle, street-level perspective",
    "depth_of_field": "Cinematic depth with sharp foreground subject and slightly soft background",
    "framing": "Wide road perspective with leading lines from curb and street edges",
    "lighting": "Golden warm sunlight, natural highlights and soft shadows",
    "style": "Photorealistic, fashion street photography, ultra-detailed, 8k clarity"
  },
  "primary_subject": {
    "description": "Woman walking confidently along the roadside",
    "expression": "Calm, confident, relaxed face",
    "hair": "Medium length, loose, slightly flowing with breeze",
    "outfit_1": {
      "upper": "Grey hoodie",
      "lower": "Blue slim-fit jeans",
      "footwear": "White sneakers"
    },
    "outfit_2": {
      "dress": "White satin slip dress",
      "footwear": "Beige heels"
    }
  },
  "scale_effect": {
    "tiny_version": {
      "height": "Approximately {argument name="tiny version height" default="6 inches"}",
      "position": "Walking on the road near the curb beside the main subject",
      "appearance": "Same outfit, same hairstyle, same expression as main subject"
    }
  },
  "background_elements": {
    "left_side": "Ocean coastline reflecting sunset light",
    "right_side": "Green plants and grass along curb, pedestrians in distance",
    "road": "Textured asphalt road with curb stones and slight wear",
    "vehicles": "Few distant vehicles with headlights on",
    "people": "Small distant pedestrians walking along the road",
    "trees": "Tall tropical palm trees lining the road"
  },
  "mood": "Cinematic, surreal due to scale contrast, peaceful, warm, visually striking",
  "color_palette": [
    "Golden orange sunlight",
    "Warm sky tones",
    "Green palm leaves",
    "Grey road texture",
    "Blue denim",
    "Neutral hoodie tones"
  ],
  "rendering_details": {
    "resolution": "8k",
    "texture_detail": "High skin detail, fabric texture visible, road grain visible",
    "motion": "Subtle motion in hair and clothes due to breeze",
    "realism_level": "Hyper-realistic"
  }
}

{
  "prompt_configuration": {
    "type": "Ultra Photorealistic Portrait",
    "style": "Cinematic Reality",
    "resolution": "8K"
  },
  "subject": {
    "demographics": "{argument name="subject name" default="Ana de Armas"}, athletic build, fit physique, pale complexion",
    "hair": "Dark brown to black hair, pulled back into a messy high ponytail, loose sweaty strands framing the face",
    "skin_texture": "Hyper-realistic skin details, intense post-workout sheen, glistening with heavy sweat, visible pores, slight flush on cheeks",
    "facial_expression": "Exhaling slightly, mouth slightly open in a 'phew' expression, focused gaze, tired but accomplished"
  },
  "apparel": {
    "outfit_style": "Monochromatic pastel pink gym set, athleisure",
    "top": "Tight cropped pink camisole/tank top with spaghetti straps, rolled up slightly",
    "bottoms": "Loose-fitting pink sweatpants with visible drawstring and elastic waistband, soft cotton texture",
    "accessories": "Thin silver necklace"
  },
  "pose_and_action": {
    "perspective": "Three-quarter side profile view facing left",
    "action": "Body checking in a gym mirror, left hand pressing against the mirror surface, right hand lifting the hem of the shirt to reveal defined abdominal muscles (six-pack)",
    "reflection": "Partial reflection of the arm visible in the mirror on the left edge"
  },
  "environment": {
    "location": "Commercial gym interior",
    "background_elements": "Blurred gym equipment, weight racks, cable machines, dumbbells, other gym-goers faintly visible in the distance",
    "flooring": "Black speckled rubber gym flooring"
  },
  "lighting_and_atmosphere": {
    "lighting_type": "Overhead artificial gym lighting",
    "quality": "Warm tungsten tones, creating strong specular highlights on the sweaty skin and hair",
    "mood": "Intense, raw, fitness-focused, candid moment"
  },
  "technical_specifications": {
    "camera": "DSLR, 85mm portrait lens",
    "aperture": "f/2.8",
    "focus": "Sharp focus on subject's face and abs, creamy bokeh background",
    "render_details": "Unreal Engine 5, Octane Render, ray tracing, subsurface scattering on skin, volumetric lighting"
  }
}

{
  "project_configuration": {
    "title": "Cinematic Wellness: The Sauna Portrait",
    "version": "2.0_High_Fidelity",
    "output_parameters": {
      "aspect_ratio": "9:16",
      "resolution": "8K UHD",
      "color_space": "DCI-P3",
      "style_preset": "Hyper-realistic Photorealism",
      "rendering_engine": "Octane Render / Unreal Engine 5.4 Path Tracing"
    }
  },
  "subject_composition": {
    "identity": {
      "resemblance": "{argument name="subject resemblance" default="Sydney Sweeney"}",
      "age_range": "Early 20s",
      "expression": "Serene, introspective, captivating, direct eye contact",
      "skin_tone": "Fair, ivory, dewy complexion"
    },
    "anatomical_precision": {
      "micro_details": "Visible skin pores, fine vellus hair, realistic skin texture, subcutaneous scattering (SSS), tiny crystalline water droplets on collarbones and forehead.",
      "eyes": "Deep hazel, intricate iris patterns, sharp catchlights reflecting the warm sauna interior.",
      "lips": "Soft pink, moist, slightly parted, high-gloss finish from the humidity.",
      "hair": "Long blonde hair, wet-look styling, damp strands clinging to the skin, dark-blonde roots, high-specularity sheen."
    },
    "attire_and_fabric": {
      "primary_garment": "High-texture white cotton bath towel",
      "fabric_details": "Visible terry cloth loops, heavy fabric weight, damp patches showing darker white tones, intricate weaving patterns, soft frayed edges."
    },
    "pose_and_dynamics": {
      "position": "Seated elegantly on a mid-level cedar bench, legs crossed at the ankles.",
      "body_language": "Leaning slightly forward to create depth, relaxed shoulders, natural posture, hands resting softly on the wood."
    }
  },
  "environment_design": {
    "setting": "Ultra-luxury traditional Finnish sauna",
    "interior_materials": {
      "wood": "Polished Western Red Cedar, horizontal slats, visible grain, knots, and heat-induced oil sheen.",
      "elements": "Hot sauna stones in a stainless steel heater (background), rising heat haze."
    },
    "atmospheric_effects": {
      "steam": "Ethereal swirling mist, volumetric fog, thick humidity, moisture-laden air.",
      "haze": "Soft-focus background, golden-hour glow filtered through steam particles."
    }
  },
  "lighting_and_optics": {
    "lighting_setup": {
      "type": "Warm diffused ambient lighting",
      "primary_source": "Hidden LED strips beneath benches creating a soft under-glow.",
      "secondary_source": "Top-down warm spotlighting (3200K temperature).",
      "shadows": "Soft, diffused, zero harsh edges."
    },
    "optical_settings": {
      "lens": "35mm prime lens, wide angle with minimal distortion.",
      "aperture": "f/1.8 for shallow depth of field (bokeh background).",
      "focus": "Sharp focus on the subject's eyes, gradual fall-off on the shoulders and environment."
    }
  },
  "technical_post_processing": {
    "quality_enhancements": [
      "Phot"
    ]
  }
}

{
  "subject": {
    "description": "Young female subject, appearing in her early 20s, with fair skin and long, straight blonde hair cascading down her back.",
    "attire": {
      "headwear": "Oversized, fluffy white faux-fur trapper hat (ushanka) with ear flaps down, adding volume and framing the face.",
      "body": "Tight-fitting, matte black bodysuit covering the torso, arms, and legs; fabric creates tension across curves, exhibiting realistic stretch and varying opacity based on lighting.",
      "fit": "Form-fitting, highlighting natural body contours without artificial smoothing, emphasizing the subject's slender yet athletic build."
    },
    "physicality": {
      "body_type": "Slim but curvy; toned physique with notable hip definition and proportionate gluteal region, emphasized by the rear-view angle.",
      "skin_details": "Fair complexion with soft, natural glow; subtle freckles and slight blush on cheeks, realistic skin texture including pores, minimal imperfections.",
      "hair_texture": "Smooth, straight blonde strands with natural highlights and movement, contrasting against the dark fabric of the bodysuit."
    }
  },
  "pose": {
    "orientation": "Rear-facing, standing 3/4 turn away from the camera.",
    "head_position": "Turned back over the left shoulder, looking directly at the viewer with a soft, engaging smile.",
    "body_language": "Relaxed but accentuated posture; weight shifted to emphasize the curve of the hips; back slightly arched to enhance natural lines.",
    "arms": "Arms held close to the body, elbows slightly bent, blending naturally into the silhouette."
  },
  "environment": {
    "setting": "Outdoor winter landscape with deep snow cover.",
    "background_elements": [
      "Tall evergreen/pine trees heavily laden with snow.",
      "Modern wooden cabin on the left with vertical timber siding and large glass windows reflecting winter light."
    ],
    "ground": "Thick, uneven layer of snow showing soft shadows and texture.",
    "atmosphere": "Cold, crisp, daytime winter ambiance."
  },
  "camera": {
    "type": "Digital SLR or Mirrorless Professional Body (e.g., Sony A7R or Canon R5).",
    "lens": "85mm prime lens for slight background compression while keeping the subject proportional.",
    "aperture": "f/2.8 or f/4 for shallow depth of field; subject sharp, background softly blurred (bokeh).",
    "angle": "Eye-level or slightly lower, focused on upper body and hips.",
    "focus_point": "Sharp focus on the subject's face and eyes."
  },
  "lighting": {
    "source": "Natural daylight, overcast or diffused sunlight typical of snowy days.",
    "quality": "Soft, omnidirectional light with snow acting as natural reflector, minimizing harsh shadows.",
    "highlights": "Subtle sheen on black bodysuit; bright highli"
  }
}

{
  "prompt_structure": {
    "subject": {
      "appearance": "Young woman with long, voluminous blonde hair styled in loose waves, fair skin with a soft rosy glow, prominent blush, defined eyebrows, and glossy lips.",
      "pose": "Full-body shot, standing in a relaxed but posed stance, leaning slightly against a wall with the right hand resting on the wainscoting ledge, left leg straight, right knee bent and popped forward, projecting confidence and allure."
    },
    "clothing": {
      "outfit": "Pale pink monochromatic ensemble featuring a strapless satin corset top with ruffled detailing at the bust and boning structure, paired with a matching short, layered ruffled mini skirt with sheer fabric elements.",
      "footwear": "Knee-high, pale pink lace-up platform boots with a gladiator-style open front design and chunky soles.",
      "accessories": "Holding a small, structured pale pink handbag in the right hand."
    },
    "environment": {
      "setting": "Narrow indoor hallway with a domestic feel.",
      "architecture": "White walls featuring vertical beadboard wainscoting on the lower half and plain white plaster above, medium-toned wooden flooring, visible dark wooden ceiling beams.",
      "background_elements": "A closed white door or wall panel at the end of the hallway, electrical outlet visible on the left wall."
    },
    "lighting": {
      "type": "Direct on-camera flash combined with warm ambient tungsten overhead light.",
      "effects": "Hard flash lighting creating a vintage 'paparazzi' or early 2000s digital camera aesthetic, casting distinct shadows of the subject against the wall behind her, highlighting the sheen of the satin fabric."
    },
    "styling": {
      "aesthetic": "Coquette, Y2K soft glam, hyper-feminine, doll-like.",
      "mood": "Playful, confident, chic, trendy, 'outfit of the day' snapshot vibe."
    },
    "camera_specifications": {
      "viewpoint": "Eye-level shot.",
      "lens": "35mm focal length for a standard perspective.",
      "style": "Flash photography aesthetic, slight vignette, high contrast suitable for social media style portraits."
    },
    "quality_modifiers": [
      "Ultra photorealistic",
      "8k resolution",
      "Highly detailed texture",
      "Satin fabric sheen",
      "Realistic skin texture",
      "Sharp focus on subject",
      "Cinematic lighting"
    ]
  }
}

Deconstructed comparison photography of the latest Apple Vision Pro, split layout.
Left 1/3 of the frame shows the complete device — front view, display interface illuminated, smooth curved aluminum frame clearly visible.
Right 2/3 features the fully disassembled internal components, including the R1 chip, Micro-OLED display modules, camera and sensor array, battery units, and flex cable system, all arranged in a precise knolling geometric layout.
Clean dark-gray background, high top-down angle, minimalist industrial aesthetic, crisp sharp detail — --ar 16:9

Create a high end fashion magazine cover featuring a male model sitting on a wooden block, dressed exactly as shown in the reference image. Maintain clean, refined editorial styling. Use a warm brown studio background, soft diffused studio lighting, luxury color grading, and a minimalist premium aesthetic, image size 4 5.

High-end studio fashion portrait of a handsome male model standing beside a large plush green cartoon bird mascot. Minimal matte green background with soft tonal gradient. Model wearing a dark green cable-knit sweater, tailored emerald green trousers, and green sneakers, one hand resting casually on the mascot’s head, relaxed confident posture. Mascot is oversized, round, plush-textured, vivid green with thick expressive eyebrows, glossy eyes, and a bright yellow beak and feet. Soft diffused studio lighting, subtle shadows, ultra-sharp focus, rich fabric and texture detail, premium fashion campaign aesthetic, clean composition, modern playful luxury vibe, high resolution.

{
  "prompt": "Cinematic desert road scene at golden hour. A confident tattooed woman with long blonde hair poses on the hood of a vintage luxury convertible, wearing a black cutout one-piece swimsuit and gold jewelry. A calm cheetah sits beside her on the car hood. Warm sunlight, dusty highway stretching into distant mountains, dramatic shadows, sun flare, high fashion editorial style, surreal yet realistic mood.",
  "style": "photorealistic",
  "lighting": "golden hour, cinematic contrast",
  "camera": {
    "angle": "eye-level",
    "lens": "85mm",
    "depth_of_field": "shallow"
  },
  "environment": "desert highway, mountains in background",
  "mood": "bold, luxurious, surreal",
  "quality": "ultra high resolution, sharp focus, professional photography",
  "negative_prompt": "blurry, low resolution, extra limbs, distorted anatomy, cartoon, illustration, watermark, text"
}

{
  "aspect_ratio": "9:16",
  "subject": "The same instantly recognizable beautiful young woman, perfectly consistent in face, hair, skin and body, captured in a confident daytime editorial moment",
  "appearance": {
    "hair": "long chestnut brown hair, loose with soft natural waves, slight movement from a gentle breeze",
    "face": "identical refined face with captivating eyes looking directly at camera, softly arched eyebrows, long natural lashes, refined nose, natural lips with calm confidence",
    "skin": "realistic natural skin texture with visible pores, subtle glow from daylight, no airbrush, no plastic smoothing",
    "body": "sculptural hourglass figure, defined waist, elegant hips, long toned legs with subtly sculpted calves and thighs"
  },
  "outfit": {
    "top": "light cotton shirt tied just below the bust, clean knot, relaxed fit, tasteful and effortless",
    "bottom": "high-waisted tailored mini skirt in neutral beige with structured seams",
    "footwear": "black casual ankle boots with minimalist design and matte leather finish",
    "details": "bare legs, clean feminine silhouette, premium fabric textures",
    "accessories": {
      "jewelry": "small gold hoops and a delicate bracelet",
      "bag": "optional small crossbody leather bag in neutral tone"
    }
  },
  "pose": "front-facing stance with one boot placed against a wall at hip height, leg elegantly bent, hips subtly angled, shoulders relaxed, torso upright, direct confident gaze into camera",
  "setting": {
    "location": "sunlit urban street with textured stone wall",
    "environment": "clean architectural lines, light-colored pavement, soft shadows from nearby buildings, minimal traffic",
    "background": "softly blurred city details with greenery hints and bright sky"
  },
  "lighting": {
    "type": "radiant natural daylight",
    "sources": [
      "soft direct sunlight illuminating face and legs",
      "gentle fill light bouncing from light walls",
      "subtle rim light outlining hair and silhouette"
    ],
    "effect": "bright but balanced exposure, natural highlights, gentle shadows defining curves without harsh contrast"
  },
  "camera": {
    "style": "high-end fashion lifestyle photography",
    "perspective": "straight-on eye-level framing with slight upward tilt to elongate legs",
    "focus": "sharp focus on subject with smooth background falloff",
    "depth_of_field": "moderate, cinematic separation"
  },
  "style": {
    "aesthetic": "modern urban chic",
    "mood": "confident, luminous, magnetic, effortless",
    "realism": "hyper-realistic and tactile",
    "avoid": [
      "plastic skin",
      "studio flash look",
      "vulgar styling",
      "overly sexual posing",
      "cheap fabrics"
    ]
  }
}

{
  "action": "image_generation",
  "action_input": "{
    \"prompt\": \"Full body shot from behind of the woman with long blonde hair, looking back over her shoulder at the camera. She is wearing a fitted royal blue velvet evening gown with thin straps. Her facial features are identical to the reference image. She wears gold heart-shaped drop earrings and a gold bracelet. The lighting is dramatic and overhead, highlighting the texture of the velvet and her hair. Background is a solid, deep navy blue. High-end fashion photography, 8k resolution, sharp focus, elegant and cinematic.\",
    \"reference_images\": [
      {
        \"id\": \"z76szz76szz76szz\",
        \"type\": \"face_and_style\"
      }
    ],
    \"negative_prompt\": \"Distorted, blurry, low quality, casual clothing, messy hair, bright colors, outdoors.\"
  }"}

{
  "prompt": {
    "subject": {
      "description": "The blonde woman from the original reference image, maintaining her exact facial features and long, wavy blonde hair.",
      "appearance": {
        "skin": "Tan, flawless complexion.",
        "hair": "Long, voluminous, blonde waves cascading over her shoulders.",
        "makeup": "Full face, soft eye makeup, defined brows, nude lipstick.",
        "expression": "Genuine, joyful laughter with teeth showing, eyes crinkling naturally."
      },
      "pose": "Standing straight, arms relaxed at her sides with hands down, looking directly toward the camera."
    },
    "attire": {
      "clothing": "Fitted red plunge neckline bodysuit featuring a large fabric rose detail on the left shoulder/chest area.",
      "accessories": "Delicate silver chain necklace, thin gold bracelets on both wrists."
    },
    "environment": {
      "location": "Modern indoor restroom/changing room.",
      "details": "Grey paneled stall doors in the background, a large vertical mirror with a bright white LED border on the right side."
    },
    "lighting": {
      "type": "High-key, bright artificial lighting.",
      "source": "Strong illumination from the mirror's LED frame and overhead lights, creating a clean, vibrant look with minimal shadows."
    },
    "mood": "Joyful, energetic, candid, and high-fashion.",
    "camera_details": {
      "style": "Ultra-photorealistic fashion photography.",
      "shot": "Medium full shot.",
      "focus": "Sharp focus on the face and clothing textures.",
      "quality": "8k resolution, cinematic color grading, realistic skin textures."
    }
  }
}

{
  "document_metadata": {
    "file_name": "20260131_215121.jpg",
    "subject_identity": "Sydney Sweeney",
    "theme": "Elegant Night Out / Golden Hour Aesthetic",
    "total_panels": 4
  },
  "visual_description": {
    "subject_details": {
      "hair": "Blonde, wavy, center-parted, voluminous style",
      "makeup": "Natural/Dewy look, nude lipstick, subtle eyeliner",
      "attire": {
        "style": "Minimalist Silk Slip Dress",
        "color": "Ebony Black",
        "fabric_texture": "High-shine satin",
        "neckline": "Deep V-neck with thin spaghetti straps"
      }
    },
    "environment_details": {
      "setting": "Rustic-chic upscale restaurant",
      "architecture": "Exposed stone brick walls",
      "decor": "Classic candlelit ambiance",
      "table_setting": [
        "White linen tablecloths",
        "Clear crystal wine glasses",
        "Stainless steel cutlery",
        "Pillar candles in cylindrical glass protectors"
      ]
    }
  },
  "panel_breakdown": {
    "top_left": {
      "perspective": "Full frontal",
      "focal_point": "Subject's face and torso",
      "hand_position": "Hands gently interlocked at waist height",
      "vibe": "Poised and welcoming"
    },
    "top_right": {
      "perspective": "Frontal tilted",
      "action": "Adjusting hair with left hand",
      "gaze": "Looking away from camera (candid style)",
      "vibe": "Effortless and casual"
    },
    "bottom_left": {
      "perspective": "Left side profile",
      "action": "Hand resting on lower back/hip",
      "silhouette": "Emphasizing the curve and dress fit",
      "vibe": "Confident and high-fashion"
    },
    "bottom_right": {
      "perspective": "Over-the-shoulder / Rear view",
      "action": "Looking back at the lens",
      "focus": "Back design of the dress",
      "vibe": "Sophisticated and mysterious"
    }
  },
  "technical_aspects": {
    "lighting_type": "Warm incandescent / Candlelight glow",
    "color_palette": ["#000000 (Black)", "#E5C100 (Warm Gold)", "#F5F5F5 (White)", "#8B4513 (Wood/Stone)"],
    "depth_of_field": "Shallow (subject is sharp, background is softly blurred)"
  }
}

Create a social media feed for a small-batch olive oil brand.