Nano Banana Pro prompts

Hyper-real orc realism test

{
  "subject": {
    "description": "Young woman with pale skin and long, straight platinum blonde hair reaching past her shoulders",
    "pose": "Standing mirror selfie pose, holding a black smartphone in one hand to capture the reflection, body slightly angled",
    "features": "Soft, neutral expression, minimal makeup, delicate facial features"
  },
  "fashion_and_apparel": {
    "garment": "Elaborate deep {argument name="dress color" default="purple"} Gothic Lolita-style corset dress",
    "bodice_details": "Satin corset structure with front ribbon lacing, asymmetric neckline adorned with fabric roses, and a connecting lace choker/collar piece",
    "skirt_details": "Voluminous, multi-tiered skirt featuring layers of dark purple satin ruffles and lace trim",
    "style": "Gothic glamour, Victorian-inspired, cosplay aesthetic"
  },
  "composition_and_setting": {
    "environment": "Bright, modern luxury bathroom with white interiors",
    "key_elements": [
      "White marble vanity countertop",
      "Large white freestanding soaking tub in the background",
      "Lit candle in a brown glass jar on the counter",
      "Silver faucet",
      "Crystal chandelier hanging from the ceiling"
    ],
    "framing": "Medium shot (thigh-up) captured via a mirror reflection"
  },
  "lighting_and_aesthetic": {
    "lighting": "High-key natural daylight filling the room, soft shadows, bright and airy atmosphere contrasting with the dark dress",
    "color_palette": "Dominant white and cool grays in the background, contrasting with the deep eggplant and violet tones of the dress"
  },
  "technical_details": {
    "perspective": "First-person mirror selfie perspective",
    "focus": "Sharp focus on the outfit textures (satin, lace) and the subject",
    "device_visibility": "Black smartphone visible in hand blocking part of the torso"
  }
}

Modern brands in 19th century

{
  "system_architecture": {
    "version": "22.0_terminal_logic_grid",
    "project_id": "Consistent_Identity_Daily_Routine_Log",
    "framework": {
      "format": "2x2 Quadrant Grid",
      "aspect_ratio": "3:4",
      "engine_mode": "Hyper-Realistic Neural Synthesis",
      "fidelity_tier": "8K RAW / Zero-Retouch / Authentic"
    }
  },
  "biometric_anchor": {
    "subject_id": "{argument name="subject name" default="Sadie Sink"} ",
    "identity_logic": {
      "fidelity_index": 1.0,
      "consistency_lock": "100% Geometry Match across all quadrants",
      "surface_parameters": [
        "Natural skin texture (pores, vellus hair)",
        "Zero beauty-filter smoothing",
        "Sub-surface scattering (SSS) enabled",
        "Authentic facial contours and proportions"
      ]
    }
  },
  "quadrant_temporal_logic": {
    "quadrant_01": {
      "id": "MORNING_WAKEUP",
      "perspective": "Mirror Reflection / Bathroom Selfie",
      "state_logic": {
        "facial": "Sleepy / Puffy eyelids / Subtle soft morning smile",
        "hair": "Unstyled bedhead / Natural morning volume / Messy",
        "apparel": "Loose-fit random cotton T-shirt"
      },
      "environmental_logic": {
        "location": "Domestic Bathroom",
        "lighting": "Standard cool-white overhead bulb",
        "composition": "Imperfect framing / Phone visible in reflection"
      }
    },
    "quadrant_02": {
      "id": "MID_ACTION_RUN",
      "perspective": "Arm-Extension / High-Motion Selfie",
      "state_logic": {
        "facial": "Focused intensity / Labored breathing / Flushed skin",
        "apparel": {
          "primary": "Hot-pink shimmery athletic set",
          "accessory": "White technical running cap"
        }
      },
      "environmental_logic": {
        "location": "Sidewalk / Running Path",
        "lighting": "Natural morning sunlight / Sharp highlights",
        "dynamics": "Motion energy / Hair tucked under cap"
      }
    },
    "quadrant_03": {
      "id": "COFFEE_REST",
      "perspective": "Close-Proximity / Handheld Selfie",
      "state_logic": {
        "facial": "Thoughtful / Relaxed / Averted gaze",
        "interaction": "Holding ceramic coffee cup mid-sip"
      },
      "environmental_logic": {
        "location": "Indoor Cafe / Table Setting",
        "lighting": "Soft window-diffused daylight",
        "composition": "Deep focus / Minimal background separation"
      }
    },
    "quadrant_04": {
      "id": "OBSERVED_BREAKFAST",
      "perspective": "Third-Person Candid / Non-Selfie",
      "state_logic": {
        "facial": "Off-guard / Natural / No camera awareness",
        "interaction": "Using cutlery / Eating breakfast naturally"
      },
      "environmental_logic": {
        "location": "Outdoor Breakfast Patio",
        "lighting": "Bright overhead noon daylight",
        "composition": "Off-center framing / Real-life atmosphere"
      }
    }
  },
  "technical_pipeline": {
    "optical_simulation": {

{
  "instruction": "Preserve identity from reference image",
  "subject": {
    "identity": "Same face as reference image",
    "description": "Young woman",
    "hair": {
      "color": "{argument name="hair color" default="brown"}",
      "length": "long",
      "style": "falling on shoulders"
    },
    "makeup": {
      "style": "natural",
      "eyes": "soft eyeliner",
      "lips": "nude lipstick"
    }
  },
  "pose_and_composition": {
    "posture": "Body slightly tilted, leaning against wall",
    "framing": "Posing, back against wall",
    "style": "Ultra-realistic"
  },
  "attire": {
    "top": "White lace corset style, thin straps, neckline",
    "bottom": "Beige tight mini skirt, shiny sequin-like details",
    "accessories": [
      "Multiple thick gold bracelets on left arm",
      "Small beige bag with gold details"
    ]
  },
  "environment": {
    "setting": "Simple studio",
    "background_details": {
      "left_side": "Textured white wall",
      "right_side": "Plain white wall"
    }
  }
}

"meta": {
    "aspect_ratio": "9:16",
    "quality": "ultra_photorealistic",
    "resolution": "8k",
    "camera": "iPhone rear camera",
    "lens": "26mm",
    "style": "raw iPhone candid realism, slight motion blur, natural skin texture, no beauty filter"
  },

  "scene": {
    "location": "outdoor concrete stairwell between apartment buildings",
    "environment": [
      "wide concrete stairs with metal handrail",
      "paint-chipped walls with old warning signs",
      "small potted plants left randomly on steps",
      "city noise implied but no people visible"
    ],
    "time": "after rain, early evening",
    "atmosphere": "unexpected, real-life, slightly risky public-private moment"
  },

  "lighting": {
    "type": "natural overcast + reflected light",
    "source": "cloudy sky after rain",
    "effect": [
      "soft diffused light",
      "wet concrete reflecting light upward",
      "natural shadows defining hips and thighs"
    ]
  },

  "camera_perspective": {
    "pov": "third-person candid (friend walking behind)",
    "angle": "low-follow angle from one step below",
    "framing": "lower back and hips dominant, upper body partially turned",
    "distance": "about 1 meter",
    "imperfections": [
      "handheld shake",
      "slight blur on edges",
      "off-center framing"
    ]
  },

  "subject": {
    "gender": "female",
    "ethnicity": "light-skinned mixed european",
    "vibe": "young adult, unbothered confidence, moving naturally",

    "body": {
      "type": "fit-curvy",
      "waist": "tight",
      "hips": "round and full",
      "glutes": "accentuated by stair angle",
      "legs": "thick thighs, visible muscle tension",
      "chest": "full but secondary"
    },

    "skin": {
      "tone": "light warm",
      "texture": "real skin texture, slight humidity sheen"
    },

    "hair": {
      "color": "light brown",
      "style": "half-up messy tie",
      "details": "loose strands moving while walking"
    },

    "face": {
      "expression": "neutral, slightly annoyed glance back",
      "eyes": "looking over shoulder at camera",
      "makeup": "minimal, natural"
    },

    "outfit": {
      "top": {
        "type": "oversized cropped hoodie",
        "color": "{argument name="hoodie color" default="washed grey"}",
        "fit": "loose on arms, short on torso, no bra"
      },
      "bottom": {
        "type": "ultra-short athletic shorts",
        "length": "barely covering upper thighs",
        "material": "thin stretchy fabric",
        "fit": "tight, riding slightly due to movement",
        "details": [
          "fabric bunching at inner thighs",
          "no visible logos"
        ]
      },
      "shoes": {
        "type": "worn white sneakers",
        "detail": "slightly dirty from rain"
      }
    },

    "pose": {
      "action": "walking up stairs",
      "hips": "naturally swaying mid-step",
      "legs": "one foot lifted to next step",
      "upper_body": "torso slightly twisted bac

"scene": {
    "description": "Ultra-photorealistic 4x4 grid image showing four different candid daily routine moments of the SAME woman. All four frames feel unposed, spontaneous, and captured naturally throughout the day.",
    "layout": {
      "grid": "2x2",
      "consistency": "same subject identity across all frames, different moments of the same day",
      "style": "raw iPhone photography aesthetic, social-media realistic"
    },
    "lighting": "natural real-world lighting varying by scene, no studio or cinematic lighting",
    "quality": "hyper-realistic, sharp focus, natural imperfections preserved"
  },

  "subject": {
    "identity": "Cuban/Spanish Actress {argument name="subject name" default="Billie Eilish"} ,
      "requirements": [
        "Face, eyes, skin tone, proportions 100% identical to sydney sweeney ,
        "Same person in all 4 frames",
        "No beauty-face alteration or idealization"
      ]
    }
  },

  "frames": {
   "frame_1": {
  "title": "Morning wake-up bathroom mirror selfie",
  "environment": "home bathroom",
  "pose": "standing casually in front of bathroom mirror, holding phone for a mirror selfie",
  "camera": "mirror selfie, phone partially visible, natural arm angle",
  "expression": "slightly tired morning face with a subtle soft smile, relaxed eyes looking at the phone screen",
  "details": [
    "slightly puffy sleepy eyes",
    "natural unstyled morning hair",
    "no makeup or very minimal makeup",
    "casual random t-shirt worn loosely",
    "imperfect mirror framing, not centered",
    "natural bathroom lighting, no harsh shadows"
  ],
  "vibe": "just woke up, real and unposed morning moment"
}

    "frame_2": {
      "title": "Outdoor run – mid action selfie",
      "environment": "outdoor running path or sidewalk",
      "pose": "running while holding phone for a quick selfie, mid-motion",
      "camera": "front camera selfie, arm visible, slight motion energy",
      "expression": "focused but lively, open mouth breathing",
      "clothing": {
        "outfit": "pink athletic outfit",
        "hat": "white running cap"
      },
      "details": [
        "natural daylight",
        "no motion blur exaggeration",
        "athletic realism"
      ],
      "vibe": "caught during movement"
    },

    "frame_3": {
      "title": "Coffee break candid",
      "environment": "cafe or home table setting",
      "pose": "sitting casually while drinking coffee",
      "camera": "casual handheld selfie",
      "expression": "thoughtful, relaxed, eyes not directly looking at camera",
      "details": [
        "coffee cup mid-sip",
        "natural posture",
        "background secondary and unobtrusive"
      ],
      "vibe": "quiet reset moment"
    },

    "frame_4": {
      "title": "Outdoor breakfast – taken by someone else",
      "environment": "outdoor breakfast cafe",
      "pose": "eating breakfast naturally, unaware of camera",
      "camera": "photo taken by another person",
      "expression": "o

{
  "project_metadata": {
    "title": "Sadie Sink Architectural Editorial",
    "style_category": "High-Fashion Editorial Collage",
    "aspect_ratio": "3:4",
    "composition_logic": "Dynamic Multi-Frame Grid"
  },
  "composition_engine": {
    "layout_specification": {
      "type": "Triptych Collage",
      "arrangement": "One dominant vertical frame (right), two equal-sized stacked square frames (left)",
      "alignment": "Strict geometric borders, 2px white gutters",
      "focal_points": "Alternating eye-level and slightly low-angle perspectives"
    },
  "visual_hierarchy": {
      "primary_element": "Subject identity consistency",
      "secondary_element": "Color blocking (White vs. Crimson Red)",
      "tertiary_element": "Architectural textures (Stone and Wood)"
    }
  },
  "subject_profile": {
    "identity": "{argument name="subject name" default="Sadie Sink"} ",
    "physical_attributes": {
      "physique": "Slim but toned, natural proportions",
      "skin": "Dehydrated, natural texture, soft glow, warm undertones",
      "hair": {
        "color": "Honey blonde with light brown lowlights",
        "length": "Chest-length",
        "texture": "Loose beach waves, wind-swept volume",
        "styling": "Elegant side-part"
      }
    },
    "performance": {
      "expressions": "High-fashion vacant stare, subtle parted lips, confident chin tilt",
      "poses": [
        "Frame 1 (Tall): Full length, leaning against a stone column, hip cocked",
        "Frame 2 (Top Left): Mid-shot, hands behind head, elbows flared to frame the face",
        "Frame 3 (Bottom Left): Close-up, slight shoulder shrug, hand touching the red door frame"
      ]
    }
  },
  "wardrobe_architecture": {
    "ensemble": "Two-piece resort-wear set",
    "top_layer": {
      "style": "Deconstructed Victorian-inspired corset",
      "fabric": "Heavyweight matte linen",
      "details": [
        "Exposed boning channels",
        "Delicate lace-up side ties",
        "Asymmetrical raw-edge hem",
        "Spaghetti straps"
      ]
    },
    "bottom_layer": {
      "style": "Voluminous tiered maxi-skirt",
      "fabric": "Semi-sheer silk chiffon over opaque cotton",
      "movement": "Caught in mid-flow, ethereal transparency at the edges"
    },
    "adornments": {
      "jewelry": [
        "Stacked 18k gold bangles on right wrist",
        "Dainty gold lariat necklace",
        "Minimalist gold huggie earrings"
      ]
    }
  },
  "environment_design": {
    "location": "Old World Mediterranean Courtyard",
    "key_assets": {
      "doors": "Vibrant, weathered deep {argument name="door color" default="red"} wooden double doors with brass hardware",
      "walls": "Sun-bleached limestone and ancient stone pillars",
      "atmosphere": "Dusty, romantic, historic European vibe"
    },
    "depth_mapping": {
      "bokeh_strength": "Medium-low (f/4.0 equivalent)",
      "background_detail": "Softly blurred but architectural shapes remain recognizable"
    }
  },

A hyper-realistic 8K cinematic studio scene, shot with a 35mm lens and shallow depth of field. A life-size woman is on the right side of the frame, shown from the chest up, holding a much smaller, stylized, cartoonish version of herself. Both figures represent exactly the same person from the attached reference photo, with no alteration of identity.  Faithfully preserve all facial features, bone structure, face shape, natural proportions, nose, mouth, eyes, eyebrows, jawline, real skin texture, skin tone, long brown hair, natural asymmetries, and overall visual identity exclusively from the reference photo, without idealization, beauty enhancement, artificial smoothing, or aesthetic modification.  The life-size woman looks downward at the miniature with a slightly confused and amused expression: softly furrowed eyebrows and a subtly open mouth. She wears an oversized {argument name="shirt color" default="gray"} t-shirt with a colorful {argument name="shirt graphic" default="SpongeBob"} print, reproduced with absolute fidelity: loose fit, realistic fabric behavior, visible micro-texture, natural folds, detailed seams, and a crisp, accurate SpongeBob graphic. Her right hand is highly detailed and photorealistic, firmly holding the top of the miniature figure’s head.  The miniature figure is suspended in the air in the center-left of the frame. She is the same woman from the reference photo on a reduced scale, with identical facial features, hair, skin tone, and identity, but rendered with cartoonish proportions: an oversized head and very small body. She wears the exact same oversized gray SpongeBob t-shirt, perfectly identical in color, print, and design. Her expression is exaggerated and caricatured, showing terror or rage: mouth wide open screaming, bulging eyes, and deeply furrowed brows.  Lighting is dramatic and cinematic: a soft, diffused key light from the front-left creating gentle highlights and shadows, with a subtle rim light on the right side of the life-size woman to define her silhouette. The background is dark, neutral, and lightly textured, keeping full focus on the subjects.  Ultra-high micro-detail in skin pores, hair strands, fabric fibers, seams, and materials. Strong contrast between extreme photorealism and controlled caricature, while never losing the original identity or clothing accuracy.

1-Object Print Ad
Drop ONE product ({argument name="product example 1" default="iPhone"}, {argument name="product example 2" default="Nike"}), get:
1. premium editorial print ad
2. product as the hero
3. brand-matched lighting
4. 1 surreal twist tied to the product
5. 3-word slogan

{
  "prompt_type": "Ultra Photorealistic 2x2 Grid Collage",
  "format": {
    "layout": "2x2 grid split screen",
    "aspect_ratio": "9:16",
    "panel_count": 4
  },
  "art_style": {
    "aesthetic": "High-end lifestyle photography, 'clean girl' aesthetic, paparazzi style, celebrity street style",
    "visual_tone": "Bright, airy, organic, healthy, candid"
  },
  "environment": {
    "location": "Upscale outdoor resort walkway or modern garden patio",
    "architecture": "Modern white structural pergola/beams overhead, sleek concrete planters",
    "flooring": "Grey rectangular stone paving tiles",
    "foliage": "Lush green manicured bushes, trees, and vines in the background",
    "weather": "Sunny summer day"
  },
  "lighting": {
    "type": "Natural daylight",
    "quality": "Soft diffused sunlight filtered through pergola, creating gentle shadows (dappled light), bright high-key lighting",
    "direction": "Overhead/Global illumination"
  },
  "global_styling": {
    "outfit": "Matching all-white athletic set",
    "garments": [
      "White ribbed cropped sports bra/tank top with scoop neck",
      "White high-waisted fitted biker shorts"
    ],
    "footwear": "Clean white chunky sneakers with white crew socks",
    "accessories": "Small black minimalist shoulder bag (worn on shoulder)"
  },
  "subjects_breakdown": {
    "panel_1_top_left": {
      "subject_likeness": "Resembling {argument name="subject 1" default="Sadie Sink"}",
      "hair": "Long, wavy strawberry blonde/ginger hair, center part",
      "pose": "Standing facing forward, right hand at side, left hand holding drink",
      "expression": "Soft subtle smile, looking at camera"
    },
    "panel_2_top_right": {
      "subject_likeness": "Resembling {argument name="subject 2" default="Sydney Sweeney"}",
      "hair": "Long straight blonde hair",
      "pose": "Leaning back against a concrete planter wall, one leg slightly bent",
      "action": "Sipping from the straw of the drink",
      "expression": "Relaxed, candid"
    },
    "panel_3_bottom_left": {
      "subject_likeness": "Resembling Ana De Armas",
      "hair": "Medium-Short blonde hair, loose",
      "pose": "Walking forward towards camera, arms relaxed",
      "action": "Holding drink in left hand",
      "expression": "Happy, bright smile"
    },
    "panel_4_bottom_right": {
      "subject_likeness": "Resembling Billie Eilish",
      "hair": "Bleached blonde shag/wolf cut with layers and bangs",
      "pose": "Deep squat/crouch pose (street style)",
      "action": "Holding drink with both hands near knees",
      "expression": "Neutral, cool, looking slightly upward/away"
    }
  },
  "props": {
    "item": "Iced matcha latte or green smoothie",
    "details": "Clear plastic takeaway cup with lid and straw, bright green liquid"
  },
  "camera_settings": {
    "camera": "Sony A7R IV or Canon EOS R5",
    "lens": "35mm (for full body environmental context) or 50mm",
    "aperture": "f/2.8 to f/4

{
  "structured_prompt": {
    "shot_type": "Medium shot, red carpet celebrity photography, high-fashion editorial portrait",
    "subject_description": {
      "demographics": "Young female celebrity, early 20s, resemblance to {argument name="celebrity likeness" default="Sydney Sweeney"}",
      "physique": "Fit, slender figure, fair skin tone",
      "facial_features": "Soft almond-shaped blue eyes, rosy cheeks, soft pink lips, gentle expression"
    },
    "hair_and_makeup": {
      "hair_style": "Chin-length textured blonde bob, wavy and tousled, middle part, soft highlights",
      "makeup_look": "Fresh-faced glam, glowing skin, defined lashes, nude-pink lipstick, subtle blush"
    },
    "apparel": {
      "outfit_style": "Punk-couture, grunge-glam, Vivienne Westwood inspired aesthetic",
      "top_details": "Structured corset bodice in purple and black tartan plaid, multiple black leather buckle straps across the chest, silver hardware, silver gothic cross charm attached to center strap, ruffled neckline",
      "bottom_details": "Voluminous mini skirt with jagged handkerchief hem, mixed purple plaid and solid black fabric, purple satin bows, black lace tulle underlay/trim",
      "accessories": "Delicate diamond tennis necklace, silver rings, small stud earrings"
    },
    "pose_and_framing": {
      "pose": "Standing facing forward, hands resting gently on the upper thighs/skirt, confident but relaxed posture",
      "framing": "Waist-up to knee-up crop, centered composition"
    },
    "environment_and_lighting": {
      "background": "Solid matte {argument name="background color" default="black"} studio backdrop",
      "lighting_style": "Direct flash photography, high-contrast celebrity event lighting, sharp shadows, evenly lit subject"
    },
    "technical_specs": {
      "camera": "Canon EOS R5",
      "lens": "85mm portrait lens",
      "resolution": "8k, ultra-photorealistic, highly detailed textures",
      "render_style": "Unreal Engine 5, Octane Render, sharp focus, magazine quality"
    }
  }
}

{
  "image_generation_prompt": {
    "scene": {
      "type": "POV Action Shot (Fisheye)",
      "setting": "Neon-lit Supermarket Aisle",
      "background": {
        "furniture": "Metal shopping cart (trolley)",
        "decor": "Blurry shelves filled with colorful cereal boxes and Sarıyer Kola bottles and cans — jet black cola liquid clearly visible through packaging, bold red packaging and labels, glossy red accents, no other cola brands present",
        "atmosphere": "Late night mischief, fluorescent buzz, chaotic fun"
      },
      "props": "Holding a giant bag of spicy chips, blue raspberry slushie drink"
    },
    "subject": {
      "gender": "Female",
      "age": "20 years old",
      "body_type": "Fit and curvy, soft skin texture",
      "skin_tone": "Light tan with warm undertone",
      "vibe": "Rebellious, cheeky, brat aesthetic, energetic"
    },
    "face": {
      "structure": "Cute heart-shaped face",
      "skin": "Dewy finish, playful expression",
      "eyes": {
        "shape": "Almond shaped",
        "color": "Bright blue",
        "expression": "Winking playfully at the camera"
      },
      "lips": {
        "shape": "Pouty",
        "color": "Glossy cherry red",
        "expression": "Blowing a pink bubblegum bubble"
      },
      "makeup": {
        "style": "Y2K aesthetics",
        "details": "Glitter on eyelids, sharp eyeliner, glossy lips"
      }
    },
    "hair": {
      "color": "{argument name="hair color" default="Golden Blonde"}",
      "tone": "Warm honey highlights",
      "length": "Long",
      "style": "High twin pigtails with colorful scrunchies",
      "texture": "Slightly messy waves"
    },
    "pose": {
      "type": "Cramped / Sitting inside object",
      "stance": "Sitting scrunched up inside the metal shopping cart",
      "posture": "Leaning forward towards the lens",
      "legs": "One leg hanging out of the cart, the other bent inside",
      "arms": {
        "right": "Clutching the bag of chips to her chest",
        "left": "Holding the slushie cup close to the camera lens (forced perspective)"
      },
      "head": {
        "angle": "Tilted slightly, chin down",
        "focus": "Looking up through lashes at the camera"
      }
    },
    "outfit": {
      "top": {
        "type": "Striped Tube Top",
        "fit": "Tight",
        "detail": "{argument name="top pattern" default="Rainbow horizontal stripes"}",
        "style": "Retro 2000s"
      },
      "bottom": {
        "type": "Denim Overalls (Dungarees)",
        "style": "Streetwear",
        "fit": "Loose fit, one strap unbuckled hanging down",
        "length": "Long pants rolled up"
      },
      "footwear": {
        "type": "High-top canvas sneakers",
        "detail": "Classic black and white",
        "style": "Worn-in look"
      },
      "accessories": {
        "items": "Chunky silver chain necklace, colorful plastic rings"
      }
    },
    "lighting": {
      "type": "Direct Flash Photography",
      "source": "On-camera flash",
      "quality": "Hard shadows, over

"Relight the image to be bright exterior daytime.  Keep the people and composition exactly the same but change the lighting entirely."

{
  "task_configuration": {
    "type": "GENERATE",
    "sub_type": "commercial_lifestyle_photograph",
    "reference_logic": "STRICT_GARMENT_PRESERVATION_FROM_INPUT",
    "aesthetic": "high_end_fashion_campaign",
    "output_quality": "high_resolution_photorealistic"
  },
  "subject_definition": {
    "identity": {
      "demographic": "white American female model",
      "physique": "fit",
      "appearance": "beautiful, naturally styled"
    },
    "skin_and_features": {
      "realism_rule": "macro_level_human_realism; NO artificial smoothing or filtering",
      "texture_details": [
        "visible natural pores",
        "light blemishes and imperfections",
        "soft expression lines around eyes/mouth",
        "light freckles across nose/cheeks",
        "natural skin highlights and subsurface scattering"
      ],
      "makeup": "minimal, natural or bare skin look"
    },
    "attire_constraints": {
      "source": "garment_from_input_reference_image",
      "preservation_rules": [
        "exact color dye and pattern",
        "exact fabric weave and texture",
        "exact thread stitching details",
        "exact fit, drape, and silhouette on the body"
      ],
      "modification_permission": "NONE"
    },
    "pose": {
      "framing": "full_body_standing",
      "style": "natural, relaxed, confident",
      "orientation": "facing camera to showcase garment front"
    }
  },
  "environment_definition": {
    "location_type": "outdoor_urban_sidewalk",
    "specific_context": "outside a stylish cafe or artisan building facade",
    "contextual_logic": "architecture and decor must visually complement the style of the reference clothing",
    "atmosphere": "elevated, authentic city life, cinematic quality",
    "background_elements": [
      "textured building materials (brick, stone, wood)",
      "cafe seating or planter boxes",
      "pavement textures"
    ]
  },
  "composition_and_layout": {
    "camera_principles": [
      "commercial fashion standards",
      "golden ratio alignment of subject",
      "product-centered focus",
      "grid alignment"
    ],
    "framing_scale": "wide full shot (head to toe)",
    "spatial_margins": {
      "top_margin": "generous clear space above head for potential typography/cropping",
      "side_margins": "balanced clear space",
      "bottom_margin": "clear space below feet"
    }
  },
  "lighting_and_optics": {
    "source": "natural daylight",
    "quality": "soft, diffused sunlight or open shade",
    "color_temperature": "warm undertones",
    "shadows": "clean, natural falloff defining form without harshness"
  },
  "constraints_and_prohibitions": {
    "must_not_render": [
      "airbrushed skin",
      "plastic textures",
      "studio backdrop",
      "altered clothing design",
      "overly posed look"
    ]
  }
}

Use the same face from the reference image without changing facial features 
{
  "subject": {
    "description": "A glamorous western woman with long, voluminous, wavy strawberry blonde hair",
    "pose": "Elegant crouching or squatting pose, one hand gracefully touching the chin, looking directly at the camera with a neutral, sophisticated expression",
    "features": "Fair skin, winged eyeliner, soft pink matte lipstick, defined facial structure"
  },
  "fashion_and_apparel": {
    "outerwear": "Oversized, structured {argument name="coat color" default="pink"} wool trench coat or blazer draped over the shoulders",
    "inner_wear": "Black satin or silk bodysuit with a scoop neckline and sheer corset detailing at the waist",
    "accessories": [
      "Opera-length pink satin gloves",
      "Gold vintage-style chunky button earrings"
    ],
    "footwear": "Classic black pointed-toe stiletto pumps"
  },
  "composition_and_setting": {
    "background": "Minimalist, solid light {argument name="background color" default="pink"} or off-white studio backdrop",
    "framing": "Full body shot, centered composition",
    "perspective": "Eye-level or slightly low angle to emphasize the pose and silhouette"
  },
  "lighting_and_aesthetic": {
    "style": "High-fashion editorial, noir-chic, timeless glamour",
    "lighting": "Spotlight effect creating a circular halo on the background behind the head; soft directional key light from the front-top to create subtle shadows and highlight fabric textures",
    "color_palette": "Monochromatic black and grey with warm accents from hair and skin tones"
  },
  "technical_details": {
    "camera_feel": "Shot on 85mm lens, sharp focus on subject, soft fall-off on background, high resolution, clean studio photography"
  }
}

{
  "subject": {
    "identity": "K-pop girl-group lead vocalist, stage name: LUNA",
    "age": 21,
    "ethnicity": "Korean",
    "hair": {
      "style": "high ponytail, bubble-gum pink with a 3 cm ash-rose root fade",
      "texture": "glass-shine, with 2 mm fly-aways lit by neon",
      "accessory": "heart-shaped rhinestone hair tie with 5 mm stones catching the flash"
    },
    "makeup": {
      "skin": "luminous cushion foundation, with 0.1 mm pores visible on the cheek",
      "eyes": "foiled rose-gold shadow up to the brow bone, 4 mm silver glitter under the tear duct, and 12 mm outer-flare false lashes",
      "liner": "sharp 45° wing with a 0.5 mm gap filled with white",
      "lips": "gradient cherry color inside, blurred to a petal effect outside, with 1 mm thick gloss in the center",
      "blush": "cool pink swept high on the cheekbone, reflecting the phone flash"
    },
    "pose": {
      "head": "tilted 15° to the right, chin down to emphasize a V-line",
      "eyes": "looking up at the phone lens, with a 2 mm highlighted aegyo-sal",
      "mouth": "tiny heart-shaped pout with a 3 mm gap between the lips",
      "hand": {
        "device": "iPhone 15 Pro in a glittery lilac case, with three rhinestones missing from the lens ring",
        "grip": "three fingers behind the phone, pinky extended, nails almond-shaped in nude with micro-sequins",
        "angle": "camera held 30 cm above eye level, arm elongated"
      }
    },
    "attire": {
      "top": "cropped pastel-lavender hoodie with a raw hem and a 1 cm sweat bead at the collar",
      "neck": "layered silver chains, with the shortest choker 1 cm above the collarbone",
      "earrings": "asymmetrical star and moon earrings, 8 mm, swinging with the head tilt"
    },
    "lighting": {
      "key": "built-in phone flash at 6500 K, slightly overexposing the tip of the nose",
      "fill": "LED ring light clipped to the phone at 5600 K, creating circular catchlights in the eyes",
      "background_bokeh": "city-night hexagonal bokeh, 2 stops underexposed"
    }
  },
  "background": {
    "location": "Seoul rooftop café on the 23rd floor at 21:17",
    "depth": "out-of-focus neon signs reading purple ‘카페’ and pink ‘OPEN’, with 3 cm blur",
    "sky": "clear indigo sky with 2% of the sunset orange remaining on the horizon",
    "props": "frosted glass railing and a fairy-light string 5 cm in the foreground, with one bulb blown"
  },
  "camera": {
    "mode": "portrait mode, 3× zoom, f/1.78, 1/120 s, ISO 250",
    "filter": "built-in ‘Bright’ at +10, with skin smoothing turned off",
    "artifacts": "slight purple fringing on the earring edge—keep this effect"
  },
  "output": "photoreal, 8K resolution, keep the flash glare on the cheek, retain the vertical phone ratio of 9:16, no watermark"
}

{
  "render_goal": "Timeless interior fashion portrait",
  "subject": {
    "pose": "female standing beside a grand piano",
    "expression": "gentle composed smile"
  },
  "wardrobe": "matte silk gown in {argument name="gown color" default="soft charcoal"}",
  "environment": {
    "location": "private music room",
    "props": "polished wood, low warm lighting"
  }
}

{
  "scene": {
    "location": "modern indoor staircase",
    "environment": "light marble steps, white walls, stainless steel handrails",
    "lighting": "direct on-camera flash with soft ambient fill, clean shadows",
    "time_of_day": "evening",
    "set_style": "minimal, upscale residential interior"
  },
  "subject": {
    "description": "fashion model posing on staircase",
    "hair": "long brown hair in loose waves, center part",
    "makeup": "glam evening makeup, bronzed complexion, defined eyes, glossy lips",
    "expression": "confident, composed, editorial gaze",
    "poses": [
      "seated on steps with legs crossed, chin resting on hand",
      "standing sideways on stairs looking back at camera",
      "seated upright with relaxed smile",
      "standing with one hand in hair, body angled"
    ]
  },
  "wardrobe_and_accessories": {
    "outfit": "fitted {argument name="dress color" default="brown"} mini dress",
    "shoes": "black open-toe heels",
    "bag": "black designer shoulder bag",
    "jewelry": [
      "gold wristwatch",
      "bracelet",
      "rings"
    ]
  },
  "composition": {
    "layout": "four-image collage",
    "framing": [
      "three-quarter body shot",
      "full-body shot",
      "seated portrait",
      "standing portrait"
    ],
    "camera_angle": "eye level to slightly above",
    "focus": "sharp subject, neutral background",
    "aesthetic": "luxury fashion editorial, Instagram-ready"
  },
  "camera": {
    "lens": "35mm",
    "aperture": "f/2.8",
    "iso": 400,
    "shutter_speed": "1/60",
    "flash": "on-camera flash"
  },
  "style_keywords": [
    "modern luxury",
    "evening fashion",
    "editorial photoshoot",
    "minimal interior",
    "high-end lifestyle"
  ]
}

A romantic Asian couple in an intimate embrace at a scenic lakeside terrace, tall handsome Korean man with short black hair styled up, wearing black henley long-sleeve shirt and black pants, looking down lovingly at the woman, beautiful Korean woman with long brown hair, wearing {argument name="cardigan color" default="lavender purple"} fuzzy mohair cardigan over floral print dress, looking up at him with adoring smile, his arm around her waist, her hands on his chest, wooden railing in foreground, stunning Swiss lake scenery with misty mountains and green meadows in background, soft overcast natural lighting, K-drama romantic scene aesthetic, cinematic composition, shallow depth of field with bokeh background, warm emotional atmosphere, film still quality, 85mm portrait lens, natural color grading.

Collect each clothing item worn by the girl in the first photo and place them on top of the same photo as flat, cut-out stickers. Keep every piece neatly outlined like a collage sticker. Next to each stickered clothing item, write its name in a soft pencil-style handwritten label, creating an aesthetic fashion-notebook look.

A high-resolution 3x3 grid photo collage containing nine different dynamic poses, using the uploaded female facial photo as a reference. The background is a vibrant azure sky dotted with white clouds, illuminated by strong, high-contrast natural sunlight that creates sharp shadows. The subject is wearing a {argument name="clothing item" default="knitted shirt"} paired with a skirt and a delicate silver necklace. The photography utilizes various focal lengths, seamlessly switching from a 35mm wide-angle full-body shot to an 85mm close-up portrait. The poses are diverse, including: a powerful stance with legs apart and hands behind the head; a perspective shot with the palm pointing directly at the camera; a playful close-up looking through an “OK” hand gesture above one eye; a cheerful mid-shot with hands cupping the cheeks; and a melancholic pose covering half the face with a hand. The image quality is up to 8K resolution, presenting an ultra-realistic effect, showcasing delicate skin texture, subsurface scattering, realistic fabric folds, and individually defined hair strands, achieving the refined aesthetic of a high-end commercial fashion catalog or lifestyle campaign.

Spectacular aerial view, winter Laojun Mountain Golden Summit Taoist temple complex. The mountain peaks are covered with thick white snow, emerging above a vast sea of clouds. In the blue hour twilight, the architecture and walkways light up with brilliant golden warm light, creating a strong contrast with the cold-toned ice and snow environment, resembling a celestial palace, a paradise on earth.

@AmirMushich
Celebrity career photo grid tribute poster, blending double exposure and mixed media textures to highlight artistic sense

@OTFHD
Hand-drawn style simulation of Indian architecture and cultural elements, professional prompt suitable for logo and visual identity design

@Kerroudjm
3D urban miniature landscape on a real geographical map, highlighting the integration of iconic architecture and cultural elements

@artisin_ai
Dreamy bubble dynamic scene, emphasizing underwater depth and carbonation aesthetics for product photography

@berryxia
Japanese photo book style 9-panel narrative, blending airy feel and film texture to highlight everyday moments

@ttmouse
Hyper-realistic vertical exploded view, showcasing dynamic layering of beverage ingredients and high-end visual effects

@Strength04_X
Strawberry juice explosion dynamic photography, emphasizing high impact and cinematic lighting for beverage advertising

@Arminn_Ai
Miniature scene 3D perspective, blending real human skin texture with environmental props to highlight proportional realism

@meng_dagg695
Food explosion dynamic decomposition, emphasizing hyper-realistic texture and frozen motion for commercial photography

@aleenaamiir
Spherical panoramic city view, blending landmarks and sphere distortion to highlight surreal effects

@AllaAisling
Product photography bubble dynamics, emphasizing carbonation energy and fresh movement for marketing visuals

@RobotCleopatra
Product tilt and splash dynamics, blending backlight and flying elements to highlight high-resolution realism

@Strength04_X
Cute brand fantasy scene, blending neon light and Pixar style to highlight advertising fun

@oggii_0
Minimalist skincare product photography, emphasizing foam dynamics and liquid refraction for user-generated content advertising

@TechieBySA
Glass cube national landscape miniature, blending landmarks and cultural icons to highlight immersive details

@astronomerozge1
Transparent coffee machine internal system visualization, emphasizing engineering aesthetics and product editorial photography

@songguoxiansen
Q-version Peking Opera character figurine design, blending traditional costumes and opera elements to highlight cultural heritage

@AmirMushich
AI generation as stock assets, emphasizing post-editing and classic skill integration for real projects