Nano Banana Pro prompts

{
  "generation_request": {
    "meta_data": {
      "tool": "NanoBanana Pro",
      "task_type": "motorcycle_femme_fatale_editorial_grid",
      "language": "en",
      "priority": "highest",
      "version": "v1.1_BLACK_MOTO_LATEX_2X2"
    },
    "input": {
      "mode": "text_to_image",
      "notes": "Create a photoreal luxury 2x2 fashion editorial collage featuring one adult woman posed with a sleek black motorcycle across four panels. She wears a sculpted black latex or high-shine leather corset catsuit with a powerful fitted silhouette, side lace-up details, and a bold modern biker-luxury attitude. Her long jet-black hair falls dramatically with dynamic wind-swept strands. Each panel should show a different high-fashion pose while preserving strong facial consistency, identical styling, and the same premium studio aesthetic. Include one arched-back pose on the motorcycle, one close-up torso and hand pose on the bike, one side-angle seated pose emphasizing the silhouette, and one beauty-fashion crop with hair crossing the face. The mood should feel dark, polished, rebellious, and editorial, like a premium luxury fashion campaign."
    },
    "output_settings": {
      "aspect_ratio": "4:5",
      "orientation": "portrait",
      "resolution_target": "ultra_high_res",
      "num_images": 1,
      "layout": {
        "type": "grid",
        "rows": 2,
        "cols": 2,
        "gutter": "thin",
        "outer_border": "none",
        "panel_consistency": "very_high"
      },
      "render_style": "luxury_editorial_realism",
      "sharpness": "editorial_crisp",
      "grain": "subtle_film",
      "dynamic_range": "rich_high_contrast",
      "color_grade": "clean_black_chrome_editorial"
    },
    "subject": {
      "identity": "one woman with highly consistent facial features across all four panels",
      "hair": "long jet-black hair with dramatic wind-swept movement",
      "outfit": "black latex or glossy leather corset catsuit with side lace-up details and a sculpted body-contouring fit",
      "accessories": "minimal metallic bracelet, subtle rings, optional delicate tattoos",
      "beauty": "sharp editorial glam, luminous skin, defined lips, strong eyes"
    },
    "scene": {
      "environment": "minimal luxury studio with a clean pale gray or white seamless background",
      "props": "sleek black motorcycle with glossy reflective bodywork",
      "mood": "bold, polished, rebellious, high-fashion, magnetic"
    },
    "camera": {
      "framing": "mixed three-quarter, detail crop, side pose, and beauty-fashion crop",
      "angle": "high-fashion editorial studio angles",
      "focus": "sharp on face, hair, hand placement, latex texture, and motorcycle details",
      "depth_of_field": "clean studio separation"
    },
    "lighting": {
      "type": "controlled fashion studio lighting",
      "quality": "clean sculptural highlights with soft contrast and glossy reflections on latex and mot"
    }
  }
}

[
  {
    "person": "{argument name="person 1" default="Sadie Sink"}",
    "clothing": {
      "color": "Pink",
      "style": "Eyelet lace-up mini dress",
      "design": "Off-shoulder ruffles and front lace-up design"
    },
    "accessories": {
      "jewelry": ["Golden bangles", "Earrings"],
      "accessories": "Silver wrist watch"
    },
    "scene": {
      "location": "Beach club",
      "background": "Beach chairs, white umbrellas, and sand"
    }
  },
  {
    "person": "Sydney Sweeney",
    "clothing": {
      "color": "Royal Blue",
      "style": "Eyelet lace-up dress",
      "design": "Off-shoulder puffed sleeves and lace in the middle"
    },
    "accessories": {
      "jewelry": ["Golden bangles (left wrist)", "Small earrings"],
      "accessories": "Silver watch"
    },
    "scene": {
      "location": "Seashore",
      "background": "Wide beach area and sun loungers"
    }
  },
  {
    "person": "Ana de Armas",
    "clothing": {
      "color": "Red",
      "style": "Eyelet ruffle dress",
      "design": "Shoulder ruffles and corset-style front lace"
    },
    "accessories": {
      "jewelry": ["Golden bangles (right wrist)", "Large earrings"]
    },
    "scene": {
      "location": "Beach resort",
      "background": "White cushioned sofa and beach chairs"
    }
  },
  {
    "person": "Megan Fox",
    "clothing": {
      "color": "Black",
      "style": "Layered eyelet dress",
      "design": "Off-shoulder, tiered skirt and front tie-up design"
    },
    "accessories": {
      "jewelry": ["Thick golden bangles", "Textured hoops"],
      "accessories": "Luxury silver watch"
    },
    "scene": {
      "location": "Beach lounge",
      "background": "Wooden cabanas and umbrellas for sun protection"
    }
  }
]

{
  "generation_request": {
  "meta_data": {
  "tool": "NanoBanana Pro",
  "task_type": "extreme_lofi_webcam_solo_contact_sheet_6x8",
  "language": "en",
  "priority": "highest",
  "version": "v2.1_WEB_CAM_2008_SOLO_FLASH_48PANEL"
  },
  "input": {
  "mode": "image_to_image",
  "reference_image_usage": "very_high",
  "preserve_identity": true,
  "preserve_facial_features": true,
  "notes": "Create a chaotic early-2000s webcam SOLO contact sheet (6 rows x 8 columns = 48 panels). Same Rosé (K-pop idol) identity across all frames. No friends. Candid, playful, messy bedroom vibe. Harsh direct webcam flash. No text, no logos, no watermark."
  },
  "output_settings": {
  "aspect_ratio": "9:16",
  "orientation": "portrait",
  "resolution_target": "ultra_high_res",
  "num_images": 1,
  "layout": {
  "type": "grid",
  "rows": 6,
  "cols": 8,
  "gutter": "very_thin",
  "outer_border": "none",
  "panel_consistency": "medium"
  },
  "sharpness": "soft_digicam",
  "grain": "heavy_digital_noise",
  "render_style": "raw_webcam_realism"
  },
  "scene": {
  "environment": "messy bedroom at night, dim tungsten ambient light in background, bed or wall behind, subtle clutter, no readable text",
  "lighting": {
  "style": "cheap direct webcam flash",
  "key_light": "small harsh flash from camera",
  "highlights": "slightly blown highlights on forehead and cheeks",
  "shadows": "hard shadow behind subject",
  "avoid": "studio softness, cinematic lighting"
  },
  "camera": {
  "lens": "24-28mm wide webcam equivalent",
  "distance": "very close selfie framing",
  "angle": "slightly high, sometimes tilted",
  "imperfections": "minor motion blur on hands, uneven exposure allowed"
  }
  },
  "subject": {
  "type": "{argument name="subject" default="Rosé (Blackpink member)"}",
  "identity_lock": "strict",
  "wardrobe": "casual pink t-shirt or pink tank top, no logos",
  "hair": "slightly messy blonde hair, natural candid look",
  "makeup": "minimal, soft rosy tint",
  "anatomy_rules": "realistic hands and face proportions, monolid eye shape, slim build"
  },
  "panel_variation_rules": {
  "energy": "playful, chaotic, expressive",
  "rule": "every panel must be different",
  "framing": "mix extreme close-up, mid-frame, slightly cropped edges"
  },
  "pose_bank": [
  "neutral stare",
  "big laugh",
  "peace sign close to lens",
  "thumbs up",
  "fake model serious face",
  "duck face",
  "mock scream",
  "hand over mouth laugh",
  "leaning very close to lens",
  "eyes closed laughing",
  "mock angry glare",
  "half face hidden by hand",
  "heart hands gesture",
  "silly cross-eyes",
  "overdramatic shocked face",
  "arms raised celebration",
  "soft calm smile",
  "looking off camera",
  "hair flip mid-motion",
  "mock crying exaggerated",
  "whisper pose",
  "blowing kiss",
  "resting chin on hand",
  "peace sign both hands",
  "looking down shyly",
  "serious stare close to camera",
  "smiling with teeth",
  "head tilted pla"
  }
}

A cinematic portrait of a serious man use image for face reference looking at himself in a mirror, moody atmosphere, soft natural window light coming from the side, dust particles visible in the air, warm wooden interior background, shallow depth of field, sharp focus on the reflection while the back of the man is slightly blurred, emotional and introspective expression, realistic skin texture, short dark hair, light stubble, wearing a casual black jacket over a nike white t-shirt, dramatic lighting, high detail, 50mm lens, photorealistic, film still style. Add Ghibli art effects to this image.

{
  "subject": {
    "identity": {
      "biometric_reference": "{argument name="celebrity name" default="Sabrina Carpenter"}",
      "forensic_likeness_parameters": {
        "facial_morphology": "exact digital twin reproduction; heart-shaped facial structure; prominent malar bone definition; precise philtrum and cupid's bow curvature",
        "dentition": "VITA A1 shade; symmetrical maxillary central incisors; natural anatomical alignment; slightly parted lips showing top teeth edges",
        "ocular_biometrics": "iris color blue-green; radiant striae pattern; precise pupillary frill; realistic scleral vascularization and moisture",
        "dermal_texture": "photorealistic skin grain; subsurface scattering; visible micro-pores; no beautify smoothing; natural skin highlights under direct flash"
      }
    },
    "body": {
      "somatotype": "ectomorph-mesomorph hybrid; petite yet athletic build",
      "anatomical_ratios": "waist-to-hip ratio 0.70; pronounced clavicle definition; toned quadriceps and calf musculature; realistic knee anatomy",
      "extremity_integrity": {
        "description": "10 distinct digits with realistic joint articulation and nail morphology; anatomically correct skeletal structure",
        "toenail_details": "all visible toenails on both feet are painted with high-gloss black polish; hex #000000; high-precision application with zero chips or flaws"
      }
    }
  },
  "wardrobe": {
    "top": {
      "type": "strapless matte black tube top",
      "material": "high-density compression fabric; subtle textile weave visible; hex #1A1A1A",
      "fit": "form-fitting; sleek horizontal top line"
    },
    "bottoms": {
      "type": "tailored high-waisted black shorts",
      "material": "structured woven fabric; visible front seams and waistband detailing",
      "length": "mid-thigh cut; precise leg opening diameter; hex #1A1A1A"
    },
    "footwear": {
      "type": "silver diamante helical strap stiletto sandals",
      "description": "based on image_2.png style. metallic silver leather sole and ultra-thin stiletto heel. feature a complex fine strap configuration adorned with clear diamante stones. there is a single strap across the toes, a second strap across the metatarsal, and a distinct helical (spiral) strap that wraps around the heel and ankle in multiple loops",
      "detail": "helical strap configuration matches image_2.png, featuring multiple loops from heel to ankle. diamante stone setting must be precise and reflective",
      "hardware": "metallic silver base and diamante stones; hex #C0C0C0"
    }
  },
  "pose_action": {
    "description": "seated on the left side of a car hood; right leg extended downward; left leg slightly bent with the foot tucked; right arm extended back for support on the hood",
    "interaction": "left hand holding a champagne bottle by the neck, resting the base of the bottle on the upper left thigh"
  },
  "scene": {
    "location": "urban night sett"
  }
}

2x2 grid, do this for 4 famous PHD level science or math topics <instructions>
 Input Variable:  {argument name="theorem or formula" default="Theorem / Formula"}
Phase 1: Schematic Decomposition
Analyze the Notation: Identify the primary visual language of the scientist (Chalk on blackboard? Ink on parchment? Pencil on graph paper?).
Identify the "Structure": If this theory were a building, what would it look like?
Logic: Chaos Theory -> Fractal Spire. Thermodynamics -> Engine Block.
Phase 2: The Dimensional Transition
The Base: A flat surface covered in the [Notation Medium] (e.g., a slate blackboard covered in chalk equations).
The Extrusion: The chalk lines physically lift off the surface. They begin as white wireframes, then gain opacity, then gain texture.
The Climax: At the top of the image, the wireframes have fully solidified into a photorealistic, impossible structure representing the theory.
The Observer: A tiny, scale-model figure of the scientist stands on the flat "2D" section, looking up in awe at the massive "3D" structure they have summoned.
Output: High-Angle Isometric, "3D mod designer toy" style, stark contrast between sketchy lines and solid mass.
</instructions>

{
  "Objective": "Generate a hyper-realistic luxury portrait of the subject in a grand architectural setting.",
  
  "Identity_Safety": "Maintain facial features, hairstyle, beard, and overall appearance consistent with the provided reference image.",

  "Subject": {
    "Description": "Handsome Middle Eastern man in his late 30s",
    "Appearance": {
      "Hair": "Black hair, styled neatly",
      "Beard": "Black, well-groomed",
      "Eyewear": "Round dark sunglasses",
      "Expression": "Confident, composed"
    },
    "Wardrobe": {
      "Blazer": "Tailored {argument name="blazer color" default="navy"} blazer with peak lapels",
      "Shirt": "Open white dress shirt showing some chest",
      "Trousers": "Cream high-waisted tailored trousers",
      "Accessories": "Luxury silver wristwatch"
    },
    "Pose": {
      "Body_Position": "Standing confidently on a grand staircase",
      "Posture": "Relaxed but assertive",
      "Vibe": "Elegant, masculine, high-status presence"
    }
  },

  "Scene_Description": {
    "Setting": "Exterior of a luxurious mansion",
    "Architecture": {
      "Location": "Grand ornate marble staircase",
      "Elements": [
        "Classical balustrades",
        "Decorative stone lamps",
        "High-end architectural detailing"
      ]
    },
    "Lighting": {
      "Time": "Golden hour",
      "Effects": [
        "Warm sunlight",
        "Dramatic long shadows",
        "Highlighting facial structure and outfit textures"
      ]
    },
    "Atmosphere": "Cinematic, elegant, luxurious, refined"
  },

  "Visual_Style": {
    "Resolution": "Ultra-realistic 8K",
    "Aesthetic": "Gemini-style high-end cinematic realism",
    "Color_Palette": [
    ]
  }
}

High-energy product shot of a vibrant berry smoothie in a glass jar labeled “{argument name="label" default="Power Berry"},” exploding with dynamic splash, surrounded by floating raspberries, blueberries, and blackberries mid-air, thick creamy liquid bursting upward, dramatic neon lighting with purple and red tones, glossy reflections and droplets, dark cinematic background with subtle bokeh, modern fitness/lifestyle vibe with a blurred smartphone in background, ultra-detailed textures, commercial beverage advertisement style, 8K

{
  “meta”: {
    “quality”: “ultra_photorealistic, raw style, 8k”,
    “camera”: “iPhone 15 Pro Max”,
    “lighting”: “bright natural daylight filtering in through the arched window and door, creating a warm glow”,
    “style”: “cinematic low-angle portrait, environmental fashion focus”,
    “aspect_ratio”: “9:16”
  },
  “scene”: {
    “location”: “The detailed strawberry-themed pink entrance hall, with pink carpeted steps and white balustrades. The arched doorway with the unique strawberry-patterned sheer curtains is framed by the pink archway. The strawberry-filled vases, gold-framed round mirror, pink side table, and strawberry-patterned floor mat are visible. The crystal chandelier hangs prominently from the pink ceiling at the top of the frame.”,
    “atmosphere”: “Whimsical, vintage-inspired chic, sun-drenched and vibrant, with a sense of graceful repose.”
  },
“subject”: {
    “gender”: “female”,
    “name”: “{argument name="subject name" default="Sydney Sweeney"}”,
    “body”: {
      “type”: “Naturally proportioned figure with defined curves, realistic proportions, maintaining the defined lines.”
    },
    “face”: {
      “features”: “Sydney Sweeney’s distinctive facial features, blue eyes, and white-blonde hair styled in a sophisticated high messy bun with soft tendrils framing her face. She looks back and slightly down over her shoulder towards the low-angle camera with a confident, playful expression.”,
      “expression”: “A candid, slightly playful smile looking back and down.”
    },
    “outfit”: {
      “description”: “A customized two-piece outfit: A plain, solid white camisole top with small red bow accents on the straps, completely plain with no text. Paired with a red and white gingham plaid pleated mini-skirt with small bows. She wears a simple pearl pendant necklace.”,
“fit”: “Tailored, form-fitting, and stylish, emphasizing the clean lines and textures.”,
      “accessory”: “No handbag is present.”
    },
    “pose”: “Seated comfortably on the pink carpeted fourth and fifth steps of the staircase. Her body is relaxed, but she is twisted from the waist to look back and down over her shoulder directly at the low-angle camera. Her left hand is elegantly raised, with her fingers gracefully running through and touching the messy bun of her white-blonde hair. Her right arm is slightly extended, and her right hand rests lightly on the white balustrade further down for balance. She is completely barefoot, with both bare feet visible and in sharp focus, resting naturally on a lower step, toes and soles defined.”,
    “feet”: “Completely barefoot, with bare feet pressing onto the pink carpeted step. Her foot structure, toes, and skin texture are sharply rendered in the foreground, showing her connection to the setting.”
  },
“composition”: “A dramatic, low-angle vertical shot (9:16) from the very bottom of the staircase, looking up. The pink carpeted steps recede upwards, providing "}

{
  "meta": {
    "quality": "ultra photorealistic",
    "resolution": "8k",
    "camera": "iPhone 15 Pro Max",
    "lens": "48mm",
    "aspect_ratio": "2:3",
    "style": "real iphone rear camera flash, late night candid, slight motion blur in background, natural skin texture, subtle grain"
  },

  "character_lock": {
    "age": "clearly adult (late 20s)",
    "ethnicity": "{argument name="ethnicity" default="Brazilian + Italian mix"}",
    "face": {
      "beauty_level": "luxury instagram model tier",
      "features": "high cheekbones, glossy neutral lips, defined brows, sharp eye contact"
    },
    "hair": {
      "color": "dark espresso brown",
      "style": "long sleek straight hair, middle part"
    },
    "eyes": "deep brown",
    "body": {
      "type": "fit curvy",
      "chest": "natural full",
      "waist": "tight defined",
      "hips": "strong rounded",
      "legs": "long toned legs"
    },
    "skin": {
      "tone": "warm olive",
      "texture": "real pores, slight natural shine on shoulders"
    }
  },

  "scene": {
    "location": "private rooftop helipad",
    "time": "1:42 AM",
    "atmosphere": "city skyline glowing behind her, distant red aircraft lights blinking",
    "mood": "untouchable, expensive, post-event energy"
  },

  "subject": {
    "capture_type": "third-person shot (female friend taking photo)",
    "pose": {
      "position": "standing near helipad marking circle",
      "stance": "one hip slightly shifted, weight on back leg",
      "shoulders": "angled toward camera",
      "hands": {
        "one_hand": "holding phone loosely at side",
        "other_hand": "resting casually on thigh"
      },
      "head": {
        "tilt": "slight tilt downward",
        "expression": "calm dominant stare, subtle smirk",
        "gaze": "direct into camera"
      }
    },

    "outfit": {
      "top": {
        "type": "structured asymmetrical black corset top",
        "fabric": "matte satin",
        "fit": "tailored and sculpted, fashion-forward"
      },
      "bottom": {
        "type": "high-waisted tailored micro shorts",
        "color": "black",
        "fit": "clean sharp lines"
      },
      "legs": {
        "type": "sheer black tights",
        "finish": "matte"
      },
      "shoes": {
        "type": "pointed black stiletto heels"
      }
    },

    "accessories": {
      "jewelry": "minimal gold cuff + small hoop earrings",
      "bag": "mini structured leather handbag"
    }
  },

  "lighting": {
    "main": "iphone flash",
    "secondary": "city skyline glow",
    "effect": "strong flash highlights on legs and face, deep background shadows, dramatic separation"
  },

  "environment_details": {
    "background": [
      "blurred skyline lights",
      "helipad markings on concrete",
      "wind moving slight hair strands"
    ],
    "color_palette": "black outfit + warm city lights + cool night sky contrast"
  },

  "photography_rules": {
    "no_male_presence": true,
    "n"}

{
   "subject": {
      "identity": {
         "biometric_reference": "{argument name="biometric reference" default="Your reference image"}",
         "facial_biometry": {
            "structure": "To be derived from the reference image",
            "eyes": "To be derived from the reference image",
            "nose": "To be derived from the reference image",
            "mouth": "To be derived from the reference image",
            "hair": "To be derived from the reference image"
         }
      },
      "body": {
         "somatotype": "To be derived from the reference image",
         "skin": {
            "tone": "To be derived from the reference image",
            "physics": "Subsurface scattering enabled, realistic epidermal micro-texture, zero beautify smoothing, visible natural skin pores",
            "details": "To be derived from the reference image"
         }
      }
   },
   "wardrobe": {
      "top_piece": "Off-the-shoulder white #FFFFFF cotton-spandex romper, elasticated puff sleeves, centered dark burgundy #4B0000 silk ribbon bow",
      "legwear": "Opaque white #FFFFFF knee-high cotton socks, matte texture",
      "footwear": "Glossy dark burgundy #4B0000 Mary Jane platform heels, double ankle straps with silver buckles",
      "accessories": "Dark burgundy #4B0000 velvet hair ribbons, matching thin dark burgundy choker with a small metallic pendant"
   },
   "pose_action": {
      "primary_pose": "Sitting on a kitchen countertop, right leg extended, left leg slightly bent, leaning on right arm for support",
      "expression": "Playful wink with right eye closed, authentic nasolabial fold activation, natural smile showing upper dentition",
      "interaction": "Left hand holding a small vintage-style snack package, fingers articulated with anatomically correct joints"
   },
   "scene": {
      "environment": "1970s retro-aesthetic kitchen",
      "background_elements": {
         "wall": "Off-white matte finish with vintage Japanese-style city-pop posters and magazine clippings",
         "backsplash": "Checkered dark burgundy #4B0000 and white #F5F5FF square ceramic tiles, realistic grout lines",
         "countertop": "White marble texture with subtle grey veining",
         "props": "Vintage beige record player with a rotating black vinyl disc, dark burgundy aluminum cans #4B0000, scattered yellow and dark burgundy snack bags"
      },
      "cabinetry": "Muted dark burgundy #4B0000 lower cabinets with polished chrome handles, integrated retro oven unit"
   },
   "lighting": {
      "setup": "Soft-box studio lighting mimicking 70s film photography, warm color temperature",
      "physics": "Accurate specular highlights on glossy surfaces, soft contact shadows on the countertop, ambient occlusion in tile corners",
      "reflection_integrity": "Realistic mirror-like reflections on the vinyl record and chrome handles, no distorted geometries"
   },
   "ca"

{
  "image_generation_prompt": {
    "aspect_ratio": "9:16",
    "subject": {
      "group_name": "aespa",
      "members": [
        {
          "name": "Karina",
          "features": "sharp cat-like eyes, small v-shaped face, elegant posture",
          "expression": "soft neutral gaze",
          "pose": "reclining, arm raised behind head",
          "clothing": {
            "top": "royal blue intricate lace minidress, sheer lace sleeves, delicate floral patterns",
            "color": "royal blue"
          }
        },
        {
          "name": "Winter",
          "features": "doe-like eyes, soft facial features, slender build",
          "expression": "soft neutral gaze",
          "pose": "reclining, relaxed shoulders",
          "clothing": {
            "top": "soft lavender intricate lace minidress, sheer lace sleeves, delicate floral patterns",
            "color": "lavender"
          }
        },
        {
          "name": "Giselle",
          "features": "almond-shaped eyes, sophisticated aura, clear skin tone",
          "expression": "soft neutral gaze",
          "pose": "reclining, leaning on elbow",
          "clothing": {
            "top": "muted burgundy intricate lace minidress, sheer lace sleeves, delicate floral patterns",
            "color": "burgundy"
          }
        },
        {
          "name": "Ningning",
          "features": "large expressive eyes, slightly rounded face, charismatic presence",
          "expression": "soft neutral gaze",
          "pose": "reclining, head tilted slightly",
          "clothing": {
            "top": "emerald green intricate lace minidress, sheer lace sleeves, delicate floral patterns",
            "color": "emerald green"
          }
        }
      ]
    },
    "hair": {
      "color": "dark brown and black tones",
      "length": "long",
      "texture": "windswept, loose strands",
      "volume": "natural"
    },
    "clothing": {
      "style_note": "varied color lace minidresses",
      "accessories": "multiple small ear studs",
      "fit": "form-fitting lace"
    },
    "environment": {
      "background": "weathered wooden barn walls, rustic hay bales, aged timber, and sun-bleached dry grass",
      "lighting": "soft diffused natural light, golden hour warmth",
      "camera_angle": "wide shot portrait to include all members"
    },
    "style": {
      "photorealism": "high",
      "skin_detail": "natural texture visible",
      "render_quality": "ultra realistic"
    }
  },
  "negative_prompt": [
    "face change",
    "anatomy distortion",
    "AI-generated look",
    "plastic skin",
    "cartoon style",
    "over-smoothing"
  ]
}

{
  "meta": {
    "camera": "iPhone 17 Pro",
    "lens": "48mm",
    "aspect_ratio": "9:16",
    "style": "harsh iphone flash nightlife candid",
    "quality": "ultra photorealistic",
    "color_science": "deep contrast, warm streetlights, cool shadow separation"
  },
  "subject_identity": {
    "member": "{argument name="member name" default="Irene of Red Velvet"}",
    "face": "classic cold beauty, perfect facial symmetry, elegant straight nose, double eyelids, porcelain skin, sharp jawline, glossy red lips, intense dark brown eyes",
    "body": "petite but perfectly proportioned, slim waist, delicate shoulders, toned legs",
    "hair": "sleek jet black high ponytail, slightly loosened from night out"
  },
  "scene": {
    "location": "back alley behind nightclub",
    "time": "2:11 AM",
    "lighting_temperature": "warm sodium streetlight 2900K + direct iphone flash"
  },
  "composition": {
    "angle": "slightly low, shot quickly mid-walk",
    "framing": "three-quarter body, slight crop at knees",
    "imperfections": ["flash hotspot on legs", "hard shadow on brick wall", "minor motion blur from movement"]
  },
  "subject_details": {
    "pose": "turning over shoulder while walking away",
    "expression": "signature Irene icy gaze, slow dangerous smirk, half-lidded eyes",
    "outfit": {
      "top": "deep crimson red latex halter top, glossy, tight tension across chest",
      "bottom": "low-rise dark denim micro shorts with raw hem",
      "shoes": "strappy black heels"
    },
    "details": "tiny sweat glow on collarbones, silver waist chain catching flash"
  },
  "photography": {
    "flash": "strong direct flash, blown highlights intentional",
    "grain": "visible night grain",
    "handheld_realism": true
  }
}

{
  "subject": {
    "name": "{argument name="subject name" default="Tzuyu (Chou Tzuyu) from TWICE"}",
    "description": "Young adult woman, Tzuyu from TWICE, in a cute emerald-green-and-white maid cosplay taking a mirror selfie",
    "expression": "Shy yet playful, elegant gaze, eyes mostly hidden by phone and long dark bangs",
    "face": "Exact face of Tzuyu, large almond eyes, symmetrical features, soft feminine makeup, subtle eyeliner, clean skin"
  },
  "hair": {
    "color": "Dark espresso brown",
    "style": "Long straight espresso hair, glossy, ends tucked inward"
  },
  "body": {
    "frame": "Tall and slender, athletic yet feminine frame, defined waist, emphasized by leaning posture",
    "skin": "Fair porcelain tone, smooth velvety texture, visible shoulders, chest, arms, and thighs",
    "legs": "Long-looking in dark green fishnet stockings"
  },
  "pose": {
    "position": "Standing in front of full-length mirror, arching back slightly while leaning toward the glass",
    "hands": "One holding phone leaving the entire face clearly visible, other gently touching the mirror surface",
    "overall": "Elegant yet playful forward-weighted candid lean"
  },
  "clothing": {
    "top": "Frilly white maid top with emerald green trim, ruffled straps & neckline, small green ribbons",
    "bottom": "Short frilled emerald-green-and-white maid skirt, green fishnet stockings",
    "details": "Matching wrist cuffs, strong emerald-white contrast"
  },
  "accessories": {
    "headwear": "Emerald green ruffled maid headband",
    "jewelry": "Delicate silver necklace with pendant",
    "device": "Smartphone with glittery green bow case"
  },
  "photography": {
    "style": "Smartphone mirror selfie, social media realism, vertical 9:16",
    "angle": "Eye-level to slightly high, leaning into lens",
    "focus": "Moderately deep, subject sharp, background softly dim",
    "lighting": "Cool bluish-green ambient + soft warm skin reflection, low-light cozy"
  },
  "background": {
    "setting": "Dim private room, neutral walls, full-length mirror",
    "elements": "Bed, dark corners, subtle clutter, faint LED glow, neon 'Alice' sign on wall",
    "atmosphere": "Late-night, lived-in, quietly theatrical"
  },
  "aspect_ratio": "9:16"
}

{
"aspect_ratio": "3:4",
"scene_description": {
"background": {
"location": "Coastal cliffside overlooking the Mediterranean Sea.",
"elements": [
"Ancient stone wall/ledge in the foreground.",
"Clear blue ocean water extending to the horizon.",
"Brightly colored (red and yellow) European-style coastal buildings in the background.",
"Stone architecture with green climbing vines on the left."
],
"lighting": "Bright, direct afternoon sunlight creating a warm, golden glow on the stone and subject."
},
"subject": {
"ethnicity": "{argument name="ethnicity" default="Japanese"}",
"features": "Beautiful young woman, platinum blonde hair, athletic full hourglass figure.",
"skin_tone": "Fair, radiant skin reflecting the golden sunlight.",
"eyes": "Deep brown, expressive almond-shaped eyes."
},
"pose_details": {
"position": "Sitting sideways on a stone ledge.",
"body_angle": "Torso turned slightly toward the camera, shoulder-up view.",
"hand_placement": {
"left_hand": "Resting firmly on the stone ledge for support.",
"right_hand": "Resting naturally on the lap or side."
},
"attitude": "Graceful, relaxed, and serene, enjoying the ocean view.",
"eye_contact": "Looking toward the camera with a soft, confident smile."
},
"outfit_and_style": {
"clothing": [
"Sleeveless white satin/silk jumpsuit or co-ord set.",
"Wide-leg trousers matching the top."
],
"accessories": [
"Small gold hoop earrings.",
"Thin gold bracelet on the left wrist.",
"Gold statement rings on the fingers.",
"Structured dark brown leather crossbody bag with a slim strap."
],
"vibe": "Quiet luxury / Elegant summer travel aesthetic."
}
}
}

{
  "description": "A young athletic woman kneeling on a yoga mat while taking a mirror selfie in a bright and modern workout space. She is wearing a matching red sports bra and fitted red workout shorts that highlight her athletic physique. Her long red hair is tied back into a high ponytail, and she looks over her shoulder toward the mirror while holding a smartphone. The room is minimal and elegant with soft natural daylight entering through a large window with sheer white curtains. On the floor next to the yoga mat are a stainless steel water bottle and a single dumbbell, suggesting a home workout session. Behind her on the wall hangs a large abstract painting with bold blue and gold brush strokes that add a stylish artistic touch to the clean interior. The floor is light wood and the atmosphere feels calm, modern, and focused on fitness and wellness.",
  "style": "realistic fitness lifestyle photography",
  "setting": "modern minimal home gym or living room workout area",
  "lighting": "soft natural daylight coming from a side window",
  "camera": {
    "type": "smartphone mirror selfie",
    "angle": "rear three-quarter angle, looking over shoulder",
    "focus": "sharp focus on subject with clean background"
  },
  "subject": {
    "gender": "female",
    "age": "young adult",
    "hair": "long red hair in a ponytail",
    "outfit": "red sports bra and red athletic shorts",
    "pose": "kneeling on a yoga mat while taking a mirror selfie"
  },
  "environment": {
    "floor": "light wooden floor",
    "decor": "abstract blue and gold wall painting",
    "props": ["yoga mat", "stainless steel water bottle", "dumbbell"]
  },
  "colors": ["red", "white", "blue", "gold", "light wood"],
  "mood": "clean, calm, confident, modern fitness aesthetic"
}

{
  "subject": {
    "gender": "Female",
    "age_range": "Young adult",
    "complexion": "Tan, sun-kissed skin",
    "eyes": {
      "color": "Light blue or grey",
      "gaze": "Direct eye contact with camera",
      "makeup": "Natural glam, defined lashes, nude glossy lips"
    },
    "hair": {
      "texture": "Voluminous curls",
      "color": "Brunette with heavy blonde highlights (balayage)",
      "style": "Loose, spread out around head on the surface"
    }
  },
  "clothing": {
    "top": {
      "color": "Dark chocolate brown",
      "style": "Short-sleeved t-shirt or bodysuit",
      "neckline": "Deep scoop neck",
      "fit": "Tight/form-fitting"
    }
  },
  "accessories": {
    "jewelry": [
      "Silver link-bracelet watch on left wrist",
      "Multiple stacked rings on left hand (gold and silver bands)",
      "Thin delicate necklace",
      "Small stud earrings"
    ]
  },
  "pose_and_action": {
    "body_position": "Lying down on back",
    "hand_gesture": "Left hand brought up to face, index finger resting gently on lips (shush or thoughtful gesture)",
    "facial_expression": "Slight pout ('duck face'), sultry and playful"
  },
  "setting": {
    "background": "White textured fabric",
    "texture_detail": "Waffle-weave pattern (likely a bedspread or blanket)"
  },
  "camera_and_technical": {
    "camera_model": "Sony A7R V",
    "lens": "35mm G Master f/1.4 lens",
    "aperture": "f/2.8",
    "shutter_speed": "1/250s",
    "iso": "100",
    "lighting_setup": "Soft diffused natural window light from above, ring light fill",
    "color_grading": "Warm golden hour tones, slight VSCO C1 preset aesthetic, high contrast",
    "focus": "Sharp tack focus on eyes/iris, slight bokeh on hair edges",
    "perspective": "High-angle selfie simulation",
    "resolution": "8k, photorealistic, ultra-detailed texture"
  }
} 1:1

Black and white cinematic portrait of a young man (same face as uploaded)  standing still in the center of a busy crowd, sharp focus on subject, blurred motion people rushing around him, long exposure effect, urban street scene, emotional and moody atmosphere, shallow depth of field, high contrast lighting, soft natural light on face, minimal outfit (dark sweater), centered composition, fine art photography style, ultra-realistic, 8K

{
{
"master_celebrity_image_database": {
    "collection_info": {
      "theme": "Kawaii / Pastel Aesthetic / Anime Fusion",
      "environment": "Soft pink lighting, bed setting, draped fabric, manga wall art",
      "total_unique_subjects": 6
    },
    "celebrity_profiles": [
      {
        "identity": "Anya Taylor-Joy",
        "hair_style": "Long pastel pink with blue bow clip",
        "wardrobe": {
          "top": "Dark green spaghetti strap camisole",
          "bottom": "Matching dark green shorts",
          "accessories": "N/A"
        },
        "visual_markers": ["Soft pink makeup", "Heart stickers on cheek"],
        "primary_action": "Kissing Jenna Ortega on left cheek"
      },
      {
        "identity": "Jenna Ortega",
        "hair_style": "Black high pigtails with multi-colored star clips",
        "wardrobe": {
          "top": "Light blue Hello Kitty graphic tank top",
          "bottom": "Blue/white checkered pattern shorts",
          "accessories": "Light pink arm warmers"
        },
        "visual_markers": ["Surprised facial expression", "Heart cheek stickers"],
        "primary_action": "Recipient of kiss from Anya Taylor-Joy"
      },
      {
        "identity": "Ana de Armas",
        "hair_style": "High dark ponytail with star barrettes",
        "wardrobe": {
          "top": "Maroon Nami (One Piece) character tank top",
          "bottom": "Green and pink checkered shorts",
          "accessories": "Pink arm warmers, lavender choker"
        },
        "visual_markers": ["Anime stickers on arm", "Star stickers on shoulder"],
        "primary_action": "Kissing Sabrina Carpenter on left cheek"
      },
      {
        "identity": "Sabrina Carpenter",
        "hair_style": "Long pink hair with lavender and blue bow clips",
        "wardrobe": {
          "top": "Lavender tank top with center bow",
          "bottom": "Pink and white patterned shorts",
          "accessories": "Lavender choker with center bow"
        },
        "visual_markers": ["Center position in group shot", "Dewy pink makeup"],
        "primary_action": "Central subject being kissed by two companions"
      },
      {
        "identity": "Sydney Sweeney",
        "hair_style": "Dark pigtails with colorful star hair accessories",
        "wardrobe": {
          "top": "Yellow/Green Hello Kitty graphic tank top",
          "bottom": "Green checkered shorts",
          "accessories": "Pink arm warmers, lavender choker"
        },
        "visual_markers": ["Smiling at camera", "Heart cheek stickers"],
        "primary_action": "Recipient of kiss from Taylor Swift"
      },
      {
        "identity": "Taylor Swift",
        "hair_style": "Pastel pink hair with three small lavender bows",
        "wardrobe": {
          "top": "Lavender camisole",
          "bottom": "White shorts",
          "accessories":

class Culinary_PopUp_Book:
    def __init__(self, dish="Köttbullar (Traditional Swedish Meatballs)"):
        self.base = "Ancient leather-bound cookbook, open on a rustic wooden table"
        self.scale = "1:87 (HO Scale) Miniature Diorama"
        
    def generate_spread(self):
        # 1. Left Page: The Origin (Nature)
        origin_biome = "Dense Swedish pine forest with wild lingonberry bushes and misty green pastures for cattle"
        harvesters = "Miniature foragers picking bright red lingonberries in the woods and traditional farmers tending to dairy cows"
        
        # 2. Center Gutter: The Transformation (Cooking)
        machinery = "Classic Swedish wood stove (vedspis) with a massive, sizzling cast-iron skillet"
        physics = "Rich buttery steam and savory smoke rising from the glowing embers in the gutter"
        
        # 3. Right Page: The Result (Feast)
        plating = f"A massive, delicious pile of finished {dish} swimming in rich brown cream sauce (gräddsås), alongside buttery mashed potatoes"
        garnish = "Miniature chefs carefully placing sprigs of fresh dill and dolloping bright lingonberry jam"
        
        return [origin_biome, machinery, plating, harvesters, garnish]

# EXECUTE RENDER: 8k resolution, tilt-shift photography, warm rustic lighting, cozy Scandinavian aesthetic (Hygge).

A stylish young woman sitting on a city sidewalk at night, casual street fashion, wearing a yellow beanie, oversized navy sports jersey with number 80, denim skirt, yellow high-top boots, white socks, holding a smartphone, yellow handbag beside her, bracelets and layered necklaces, relaxed confident pose with one arm behind her head, flash photography, candid street style, urban nightlife background with arches and lights, slightly tilted camera angle, Y2K aesthetic, trendy fashion editorial, high contrast flash, grainy disposable camera vibe, 35mm film look

A National Park trail map unfolded on a picnic table, with the wilderness rising into explorable miniature ecosystem. {TRAILHEAD} emerges with {VISITOR_ELEMENT}, the marked paths wind upward through {TERRAIN_1} featuring {WILDLIFE_1}, past {VIEWPOINT_1} with {SCENIC_ELEMENT}, toward {SUMMIT/DESTINATION} with {PAYOFF_VIEW}. {WATER_FEATURE} flows actual water down the topography. {FOREST_TYPE} trees stand at proper scale, {BIRD_SPECIES} perch in branches. Trail markers and signs are legible. Elevation changes create dramatic miniature mountains. {WEATHER_ELEMENT} affects one region while another stays clear. Camping symbols mark actual tiny tent sites with smoke rising. Day hikers frozen mid-stride, wildlife pausing mid-graze. Golden hour backcountry light, wilderness diorama perfection, 8K, the park as you imagined it from the map.

{
  "prompt": "Candid paparazzi-style street fashion photograph of two elegant young women posing casually outdoors on a bright summer day. Both women are wearing stylish all-white summer outfits that look fresh, luxurious, and breathable. The first woman is smiling warmly and pointing slightly toward something off-camera, creating a spontaneous and natural moment. She is dressed in a relaxed white linen button-up shirt with rolled sleeves paired with tailored white linen trousers that move lightly with the breeze. Her outfit is completed with beige espadrille shoes, subtle gold jewelry, and soft natural makeup. Her long hair flows naturally over her shoulders with a slightly wind-swept look.\n\nThe second woman stands beside her in a relaxed confident pose, wearing a beautifully embroidered boho-style white top with delicate threadwork patterns and airy texture. She pairs it with wide-leg eyelet lace pants that feature intricate cut-out floral patterns and soft cotton fabric. She also wears beige espadrilles that match the effortless summer aesthetic. Her long hair is loose and glossy, slightly tousled by the breeze, and she has minimal glowing makeup.\n\nThe setting is an upscale city street or Mediterranean-style outdoor walkway with warm sunlight casting soft shadows. The moment feels like a candid paparazzi capture of fashionable friends enjoying a summer day. The lighting is natural golden daylight with realistic highlights and shadows. Skin texture, clothing fabric, and lace details are extremely sharp and detailed. The overall composition feels like high-end street fashion photography seen in magazines.\n\nPhotorealistic, ultra detailed, 16k quality, professional fashion photography, realistic skin pores, natural lighting, high dynamic range, cinematic depth of field, soft background blur, DSLR camera quality, sharp focus on subjects, lifestyle luxury aesthetic.",
  
  "negative_prompt": "blurry, low resolution, bad anatomy, extra limbs, extra fingers, deformed hands, distorted face, poorly drawn hands, poorly drawn feet, oversaturated, overexposed, underexposed, watermark, logo, text, signature, cartoon, anime, painting, illustration, 3d render, cgi, plastic skin, unrealistic proportions, duplicate people",
  
  "width": 1024,
  "height": 1024,
  "steps": 35,
  "cfg_scale": 8,
  "sampler": "DPM++ 2M Karras",
  "seed": -1
}

Studio portrait of a smiling young woman with long wavy dark brown hair, sitting cross-legged on a light gray floor against a plain soft gray background, wearing a pastel green and white varsity jacket with letter patches, white fitted t-shirt, loose white pants with abstract black splatter patterns, casual relaxed pose, natural makeup, warm friendly expression, soft even studio lighting, minimal shadows, clean modern aesthetic, high-resolution fashion photography, sharp focus, 85mm lens, professional studio setup, neutral color grading.