Social media post prompts

{
  "subject": {
    "name": "{argument name="subject name" default="Rosé"}",
    "group": "BLACKPINK",
    "pose": {
      "type": "kneeling profile",
      "orientation": "angled toward camera, looking over shoulder",
      "expression": "focused, slightly sultry"
    }
  },
  "composition": {
    "surface": "white, possibly sofa",
    "depth_of_field": "shallow",
    "background": "muted, neutral grey"
  },
  "style": {
    "hair": {
      "color": "platinum blonde",
      "style": "voluminous, effortless waves",
      "movement": "light-catching texture"
    },
    "makeup": {
      "type": "cool-girl",
      "features": {
        "eyeliner": "sharp winged",
        "contouring": "subtle",
        "lip": "deep glossy red"
      }
    },
    "attire": {
      "top": "halter-style cropped tank top",
      "bottom": "form-fitting high-waisted denim shorts",
      "color_scheme": "all-black"
    }
  },
  "lighting": {
    "type": "soft, diffused",
    "direction": ["front", "side"],
    "effect": "gentle shadows, clean editorial look"
  },
  "mood": {
    "type": "high-fashion yet intimate"
  },
  "dimensions": {
    "width": 504,
    "height": 1002,
    "orientation": "vertical"
  }
}

{
  "reference_priority": {
    "character_face": "STRICT_REFER_TO_IMAGE",
    "outfit_and_hair_logic": "FORCE_EXACT_REPLICA_FROM_REFERENCE",
    "footwear_logic": "FORCE_EXACT_REPLICA_FROM_REFERENCE",
    "consistency_weight": "MAXIMUM"
  },
  "subject": {
    "type": "woman_identity_perfectly_matched_to_reference_image",
    "framing": "extreme_high-angle_bird's-eye_view_full-body_shot",
    "identity_lock": "maintaining_identical_facial_features_from_reference",
    "features": {
      "eyes": "looking_up_at_camera_with_a_bright_friendly_gaze",
      "hair": "EXACT_REPLICATE_HAIRSTYLE_FROM_REFERENCE: length, color, texture, and style must be identical, no headwear",
      "expression": "cheerful_and_cute_expression_with_a_playful_smile"
    },
    "pose_structural_lock": {
      "overall": "standing_confidently_at_the_highest_point_of_a_rugged_mountain_peak",
      "arms": "right_hand_raised_near_the_eye_making_a_peace_sign_V-sign_YA_gesture",
      "hands": "fingers_clearly_formed_into_a_peace_sign_near_the_face",
      "shoulders": "slightly_slouched_creating_a_top-down_foreshortening_effect",
      "perspective": "heavy_wide-angle_distortion_making_the_head_look_larger_than_feet"
    }
  },
  "apparel_specification": {
    "logic": "CLOTHING_AND_FOOTWEAR_MUST_BE_AN_EXACT_CLONE_OF_REFERENCE_IMAGE",
    "outfit_main_piece": {
      "top": "Identical_inner_layer_as_seen_in_reference",
      "bottom": "Identical_pants_from_reference_image",
      "footwear": "EXACT_REPLICATE_FOOTWEAR_FROM_REFERENCE: replicate the specific shoes, colors, and design from the reference image exactly"
    }
  },
  "environment": {
    "setting": "the_summit_of_a_high_mountain_with_jagged_rocks_and_a_cliff_edge",
    "lighting": "bright_natural_daylight_with_soft_clouds_below",
    "background": "monumental_cloud_formations_in_the_distant_sky_arranged_clearly_to_spell_out_the_word_'{argument name="background text" default="BeautyVerse"}'_hovering_above_mountain_ranges",
    "atmosphere": "majestic_and_adventurous_high-altitude_vibe_with_surreal_elements"
  },
  "realism_and_rendering": {
    "style": "adventure_outdoor_photography_with_surrealist_elements",
    "camera": "Ultra-wide_angle_lens_shot_from_above_height_emphasizing_the_height_of_the_peak",
    "image_quality": "8k_resolution_hyper-realistic_rock_textures_and_fabric_weave",
    "aspect_ratio": "3:4"
  }
}

{
  "prompt_data": {
    "subject": {
      "demographics": "Young woman, approximately late teens to early 20s, Caucasian",
      "hair": {
        "color": "Golden blonde with lighter platinum highlights",
        "style": "Long, straight to slightly wavy, loose and messy, falling over shoulders",
        "texture": "Silky, fine strands illuminated by sunlight"
      },
      "face": {
        "skin": "Fair complexion, highly textured with prominent natural freckles across nose and cheeks, dewy and glowing",
        "eyes": "Piercing light blue, clear and sharp focus",
        "lips": "Natural pink shade, slightly parted, soft pout",
        "expression": "Neutral, calm, slightly bored or contemplative, direct eye contact with the lens"
      }
    },
    "clothing": {
      "item": "{argument name="clothing item" default="Floral corset-style top or bustier"}",
      "color": "Pale yellow or cream base",
      "pattern": "Small vintage pink rose print with green leaves",
      "details": "Spaghetti straps, lace trim detailing"
    },
    "pose": {
      "action": "Head resting heavily on right hand",
      "hand_position": "Palm supporting the jawline and cheek, fingers relaxed",
      "angle": "Close-up portrait, selfie angle, slight tilt of the head"
    },
    "lighting_and_atmosphere": {
      "type": "Golden hour sunlight, natural direct lighting",
      "direction": "Side lighting coming from the left (viewer's perspective), casting distinct shadows on the right side of the face and background",
      "mood": "Sun-kissed, ethereal, warm, intimate, summer afternoon vibe",
      "shadows": "High contrast between the bright sunlit skin and the dark background shadows"
    },
    "background": {
      "setting": "Indoor domestic setting",
      "details": "Dark, out-of-focus background, hints of a white door with vertical panels",
      "depth_of_field": "Shallow depth of field, blurring the background to isolate the subject"
    },
    "technical_specs": {
      "quality": "4k HD, ultra-realistic, highly detailed",
      "style": "Portrait photography, candid selfie style",
      "camera_settings": "Sharp focus on eyes and freckles, high resolution, authentic skin texture (pores and imperfections visible), no heavy filtering",
      "color_grading": "Warm tones, high saturation in the sunlight, natural aesthetic"
    }
  }
}

General Ambiance and Character Style
Style: The character (same woman at the attached reference images) is wearing an all-denim ensemble that reflects a wonderful mix of "Modern Bohemian" and "Street Chic" styles.

Ambiance: The setting appears to be an event space or the background of an outdoor party. The character is standing at a foosball table, taking a break from the game to look back over her shoulder directly at the camera. The presence of other people and a production crew (a microphone boom can be spotted above) suggests this might be a film or photoshoot set.

Detailed Appearance and Pose
Pose: Standing sideways to the table, the character holds one of the foosball handles. With a slight twist of her body, she delivers a classic "over-the-shoulder" gaze that is both playful and assertive.

Hair and Makeup: Her long, light-brown hair flows naturally over her shoulders. Her makeup is very fresh and "glowy"; the highlighter on her cheekbones particularly shimmers in the daylight.

Outfit: * Top: She is wearing a cropped, long-sleeved denim jacket. The jacket features "Hand of Fatima" (Hamsa) embroideries—a protective symbol in Middle Eastern culture—along with colorful bead details, especially on the shoulder.

Bottom: She wears matching, very form-fitting denim mini-shorts. The back pockets also feature the same Hamsa embroidery and colorful stone embellishments, adding a mystic and artistic flair to the outfit.

Surrounding People and Details
Other Characters: On the opposite side of the table, looking at the main character with a smile, is another woman wearing a beige spaghetti-strap dress (resembling model Chrissy Teigen). To the left, the back of a man in a grey t-shirt—the character’s opponent in the game—is visible.

Table Detail: Resting on the edge of the foosball table is an icy drink in a metallic mug (likely a Moscow Mule cocktail), which reinforces the cheerful and relaxed mood of the setting.

General Style and Scene Atmosphere
Style: The character  possesses a "Tropical & Sun-Kissed" style that reflects the vibrancy of the summer season.

Ambiance: She is lounging on a stylish wooden sunbed in the garden of a modern white villa. The forest view in the background and the clear blue sky add a fresh and peaceful vacation vibe to the scene.

Appearance and Relaxed Pose
Pose: The character is lying face down on the sunbed, with her legs bent at the knees and raised in the air, her eyes closed with her hands resting on her forehead. 

Face and Hair: Her wet-look platinum blonde hair is slicked back, giving the impression that she has just stepped out of the pool or the sea. She has a very natural makeup look reflecting the sun's glow and a peaceful smile on her face.

Physical Features: The character has a very fit voluptuos hourglass physique and smooth skin. 

Outfit and Accessory Details
Bikini: She wears a vibrant gold bikini set that harmonizes perfectly with her hair color. The thin-string, side-tie design of the bikini reflects minimalist summer fashion.

Accessories: Small gold hoop earrings and a delicate gold chain necklace shimmer under the sunlight, adding an elegant touch of chic to this simple beach look.

Light and Color Palette
Lighting: Direct, bright daylight creates a natural radiance on her skin and wet hair while casting sharp, aesthetic shadows across the scene.

Color Palette: The scene is dominated by an energetic contrast of Blue (sky), Green (nature), and gold (bikini/hair); this color combination symbolizes pure summer joy.

{
  "celebrity_image_database": {
    "subject_1": {
      "name": "{argument name="subject 1 name" default="Sydney Sweeney"}",
      "visual_data": [
        {
          "scene_type": "Summer Boat Trip",
          "setting": "Speedboat on a sunny lake, forest background",
          "outfit": "Black and white athletic zip-up wetsuit",
          "features": "Blonde beach waves, chunky black sunglasses",
          "mood": "Playful and laughing"
        },
        {
          "scene_type": "Cinematic Indoor",
          "setting": "Dimly lit indoor staircase",
          "outfit": "Hot pink cut-out swimsuit",
          "props": "Holding a glass bottle with blue liquid",
          "hair_style": "Blonde hair with thin face-framing braids"
        }
      ]
    },
    "subject_2": {
      "name": "{argument name="subject 2 name" default="Ana de Armas"}",
      "visual_data": [
        {
          "scene_type": "High-Fashion Editorial",
          "setting": "Luxury lounge, black leather sofa, neon blue and pink background",
          "outfit": "Red sequined blazer and matching skirt, black silk inner",
          "jewelry": "Layered gold necklaces, multiple gold bangles",
          "pose": "Sitting elegantly leaning on a round black table"
        },
        {
          "scene_type": "Outdoor Garden",
          "setting": "Lush tropical greenery, wicker sofa with white cushions",
          "outfit": "Yellow and blue patterned strapless dress, magenta heels",
          "props": "Lime green champagne bucket with bottles"
        },
        {
          "scene_type": "Candid/Fan Interaction",
          "setting": "Rainy street, under a black umbrella",
          "outfit": "White button-up blouse with decorative buttons",
          "hair_style": "Dark hair in a messy elegant updo"
        },
        {
          "scene_type": "Beach Lifestyle",
          "setting": "Ocean waves in the background",
          "outfit": "White high-waisted bikini with pineapple print top",
          "accessories": "Round sunglasses, blue beaded bracelet"
        },
        {
          "scene_type": "Casual Outdoor",
          "setting": "Sitting on green grass, white wall background",
          "outfit": "Mustard yellow off-the-shoulder top, floral embroidered shorts",
          "hair_style": "Sleek high ponytail"
        }
      ]
    },
    "technical_meta": {
      "image_quality": "High-definition, realistic",
      "platform_focus": "Social media content creation (Twitter/Instagram)",
      "target_year": "2026"
    }
  }
}

{
"subject": {
"description": "Young adult female with long, voluminous, straight platinum blonde hair parting in the middle and falling over shoulders. She has a tan complexion, blue eyes, and soft facial features with defined makeup including eyeliner and pink lipstick. Her physique is a pronounced hourglass shape with a very full, heavy bust showing significant forward projection and natural gravity, a slim waist, and wide, curvaceous hips. Skin texture is realistic with natural imperfections and smooth tanning.",
"apparel": {
"top": "{argument name="bikini top color" default="Green"} triangle bikini top with distinct yellow piping/trim. The top is string-tied at the neck. The cups are strained by the bust volume, showing ample cleavage.",
"bottom": "Matching green high-cut bikini bottoms with yellow piping/trim, pulled high over the hips.",
"accessories": "A thin gold necklace with a small green pendant, a gold ring on the left hand, a gold bangle bracelet on the left wrist, and a black hair tie on the right wrist."
}
},
"pose": {
"stance": "Kneeling directly on the sand, facing the camera. The subject is sitting back on her heels with knees spaced apart. Her torso is upright with a slight arch in the lower back.",
"arms": "The left arm is bent upwards with the hand lightly grasping the left bikini strap near the collarbone/chest area. The right arm hangs naturally by her side, with the hand resting near the right thigh/sand.",
"head_and_gaze": "Head is upright, facing forward. Eyes are looking directly into the camera lens with a soft, confident expression."
},
"environment": {
"location": "A sunny public beach area near a park.",
"foreground": "Textured, light beige sand with visible footprints and uneven surface details.",
"background": "A grassy park elevation behind the beach. Elements include green bushes, tall palm trees against a blue sky, concrete picnic tables, a gray SUV parked on the right side, and a glimpse of a playground structure.",
"sky": "Bright blue sky with scattered soft white clouds."
},
"camera": {
"shot_type": "Medium shot, framing the subject from the knees up to the top of the head.",
"angle": "Eye-level relative to the kneeling subject, creating a direct and intimate perspective.",
"focal_length": "50mm to 85mm portrait lens.",
"depth_of_field": "Moderate depth of field; the subject is razor-sharp, while the background elements (car, trees, tables) are slightly softened but clearly distinguishable.",
"perspective": "Natural perspective without wide-angle distortion, preserving the true scale of the body volumes."
},
"lighting": {
"source": "Natural bright daylight, high noon sun.",
"quality": "Hard, direct sunlight creating high contrast.",
"shadows": "Distinct shadows cast by the hair onto the shoulders, under the chin, and under the bust. The body casts a shadow on the sand behind/beneath the knees.",
"highlights": "Bright highlights on the forehead, shoulders, chest, and thighs, accentuating the skin's tex"
}

A young woman with long, wavy hair is posing outdoors in a snowy, mountainous setting. She is dressed entirely in black: a padded jacket, tight pants, gloves, and dark sunglasses. She is looking slightly up and to the right, holding a handful of snow in her gloved hands. Behind her, a winter landscape with snow-covered trees on the hills is visible under a cloudy, gray sky. She appears to be sitting or leaning against a barrier or guardrail at the side of a road or lookout point. The overall atmosphere is that of a cold, snowy day.

{
  "image_prompt": {
    "subject": "A photorealistic portrait of a young woman with long blonde hair, smiling looking back over her shoulder at the camera.",
    "action": "Sitting on a bright yellow motorcycle racing arcade game cabinet.",
    "attire": {
      "top": "{argument name="top color" default="Red"} knit crop top with a buckle strap detail and distressed texture.",
      "bottom": "Tight white glossy latex shorts with a black waistband reading '{argument name="brand name" default="DOLCE & GABBANA"}'."
    },
    "environment": "A vibrant indoor arcade center filled with colorful game cabinets, neon lights (orange and blue), and signs including 'Ready to Play?' and 'SUPER BIKES'.",
    "lighting": "Bright, colorful artificial arcade lighting with neon highlights.",
    "style": "High-quality photography, candid celebrity style, sharp focus, 8k resolution."
  },
  "tags": [
    "blonde woman",
    "arcade",
    "racing game",
    "motorcycle game",
    "neon lights",
    "red crop top",
    "white shorts",
    "Dolce & Gabbana",
    "smiling",
    "playful",
    "indoor",
    "vibrant colors"
  ]
}

{
  "scene": {
    "location": "quiet outdoor garden wall",
    "background": "aged brick wall partially covered with blooming purple flowers and green vines",
    "time_of_day": "late afternoon",
    "season": "spring"
  },
  "subject": {
    "gender": "female",
    "age_range": "mid 20s",
    "expression": "gentle smile, introspective",
    "pose": "standing close to the wall, lightly holding a small flower between fingers",
    "hair": {
      "style": "natural, slightly messy shoulder-length curls",
      "texture": "soft, wind-touched"
    },
    "wardrobe": {
      "top": "loose off-white oversized sweatshirt",
      "bottom": "matching relaxed-fit off-white pants",
      "accessories": [
        "gold wristwatch"
      ]
    }
  },
  "composition": {
    "framing": "medium shot",
    "angle": "eye-level",
    "subject_position": "slightly right of frame",
    "depth_of_field": "shallow, softly blurred background",
    "focus": "sharp on face and hands"
  },
  "lighting": {
    "type": "natural sunlight",
    "quality": "soft, diffused",
    "direction": "side-lit, creating gentle shadows",
    "color_temperature": "warm"
  },
  "camera": {
    "lens": "50mm prime",
    "aperture": "f/1.8",
    "sensor_look": "35mm film aesthetic",
    "grain": "fine, natural film grain"
  },
  "mood": "calm, intimate, nostalgic",
  "style_constraints": [
    "cinematic realism",
    "no over-sharpening",
    "no plastic skin",
    "no artificial glow",
    "authentic texture and skin detail"
  ],
  "quality": "high-resolution, photorealistic"
}

{
  "prompt": "Ultra-realistic outdoor cafe portrait of {argument name="subject name" default="Sadie Sink"}, young woman with platinum white blonde shoulder-length wavy hair, applying red lip gloss with a silver metallic applicator wand to her lips, looking directly at the camera. She has light green-blue eyes with long dark lashes, fair porcelain flawless skin, natural makeup with defined brows, and glossy red lips mid-application. She is wearing a beige taupe ribbed knit halter neck top with thin straps. Sitting at a European street cafe terrace with wooden chairs and tables, other patrons blurred in the background, natural daylight softly illuminating her face. Close-up, selfie-style framing, capturing a candid beauty moment with shallow depth of field, lifestyle influencer aesthetic, casual and feminine vibe, warm neutral tones.",
  "negative_prompt": "indoor studio, harsh lighting, dark hair, full body shot, formal setting, nighttime",
  "style": "candid beauty portrait, outdoor cafe lifestyle, ultra-realistic influencer content, natural daylight photography",
  "aspect_ratio": "3:4",
  "camera": {
    "type": "smartphone portrait or mirrorless camera",
    "angle": "eye level, straight on",
    "framing": "close-up portrait, face and upper shoulders, shallow depth of field"
  },
  "lighting": {
    "type": "natural outdoor daylight",
    "quality": "soft diffused light, even illumination on face",
    "atmosphere": "bright, daytime outdoor cafe"
  },
  "mood": "casual, candid, beauty-focused, feminine, lifestyle",
  "color_palette": "platinum white blonde hair, beige taupe top, red glossy lips, fair skin, wooden cafe furniture, warm neutral tones",
  "subject_features": {
    "hair": "platinum white blonde, shoulder length, soft waves, middle part, natural texture",
    "skin": "fair, porcelain, flawless",
    "eyes": "light green-blue, large, direct gaze, long dark lashes, subtle eye makeup",
    "lips": "glossy red, mid-application, full shape",
    "eyebrows": "natural brown, well-groomed soft arch",
    "expression": "focused on lip gloss application, neutral, looking at camera"
  },
  "makeup": {
    "eyes": "subtle neutral eyeshadow, long dark lashes",
    "lips": "red lip gloss being applied",
    "base": "natural, minimal foundation",
    "brows": "defined natural brown"
  },
  "wardrobe": {
    "top": "beige taupe ribbed knit halter neck top, thin straps, textured fabric"
  },
  "props": {
    "main": "silver metallic lip gloss applicator wand, held in right hand"
  },
  "pose": {
    "action": "applying lip gloss with wand to lips",
    "hand": "right hand holding applicator near mouth",
    "gaze": "looking directly at camera"
  },
  "setting": {
    "location": "outdoor European street cafe terrace",
    "background": "wooden cafe chairs and tables, blurred cafe patrons, cafe storefront with large windows, urban street",
    "atmosphere": "casual daytime cafe, soft bokeh background"
  }
}

{
  "image": {
    "type": "photograph",
    "style": {
      "era_inspiration": "Late 1990s / Year 2000",
      "aesthetic": [
        "Dreamy",
        "Grainy",
        "Flash photography",
        "90s editorial look"
      ],
      "image_quality": {
        "grain": "Visible film grain",
        "flash": "Direct on-camera flash",
        "finish": "Soft yet high-contrast"
      }
    },
    "subject": {
      "identity": {
        "name": "{argument name="subject name" default="Billie Eilish"}",
        "facial_features": "Unchanged, exact likeness preserved"
      },
      "framing": {
        "shot_type": "Close-up",
        "camera_angle": "Eye-level",
        "gaze": "Looking directly into the camera"
      },
      "expression": {
        "mood": "Serious yet sensual"
      },
      "appearance": {
        "complexion": {
          "tone": "Fair / white",
          "finish": "Flawless, naturally radiant, flash-illuminated"
        },
        "hair": {
          "color": "Medium brown",
          "length": "Very long",
          "style": "Pulled back into a loose bun",
          "details": "A few loose strands framing the face",
          "constraints": "Hair must remain exactly as described"
        },
        "makeup": {
          "eyebrows": "Full",
          "eyes": "Winged eyeliner",
          "lips": "Light pink lipstick"
        },
        "jewelry": {
          "earrings": {
            "type": "Small dangling earrings",
            "material": "Silver"
          }
        }
      },
      "wardrobe": {
        "dress": {
          "type": "Short, strapless dress",
          "color": "Dark burgundy",
          "bodice": {
            "design": "Corset-style",
            "material": "Textured lace",
            "opacity": "Not see-through"
          },
          "skirt": {
            "material": "Textured lace"
          }
        }
      },
      "pose": {
        "seating": "Sitting on a light gray sofa",
        "right_hand": "Placed on stomach",
        "left_arm": "Resting along the back of the sofa"
      }
    },
    "environment": {
      "location": {
        "setting": "High-rise apartment",
        "time": "Night"
      },
      "background": {
        "window": {
          "size": "Large",
          "view": "City skyline at night",
          "details": "Numerous illuminated city lights"
        },
        "furniture": {
          "sofa": {
            "color": "Light gray"
          },
          "pillow": {
            "color": "White",
            "position": "Propped on the right side of the sofa"
          }
        }
      }
    },
    "lighting": {
      "source": "Camera flash",
      "effects": [
        "Illuminates skin, clothing, jewelry, and hair",
        "Creates crisp highlights",
        "Enhances texture and fabric detail"
      ]
    },
    "composition": {
      "aspect_ratio": "3:4",
      "focus_priority": [
        "Face",
        "Expression",
        "Dress texture"
   }

{
  "prompt": "Playful escalator selfie from above, young woman with platinum white blonde short wavy bob hair, looking up at camera sticking tongue out in silly fun expression, light blue grey eyes, natural minimal makeup, fair porcelain skin, wearing cream beige tank top with thin straps, black leather shoulder bag strap visible across chest, standing on metal escalator steps, another person partially visible behind wearing polka dot pattern shirt, shopping mall or metro station setting, high angle overhead selfie perspective looking down, natural indoor lighting, candid playful moment, social media content style, fun casual mood",
  "negative_prompt": "serious expression, outdoor, studio lighting, dark hair, full body shot, professional formal setting",
  "style": "candid playful selfie, social media content, fun casual moment, overhead angle portrait",
  "aspect_ratio": "3:4",
  "camera": {
    "type": "smartphone front camera selfie",
    "angle": "high overhead angle looking down at subject looking up",
    "framing": "close-up portrait from above, face and upper body visible"
  },
  "lighting": {
    "type": "natural indoor ambient light",
    "quality": "soft even lighting from mall or station ceiling lights",
    "atmosphere": "casual everyday indoor public space"
  },
  "mood": "playful, fun, silly, casual, spontaneous, youthful, carefree",
  "color_palette": "platinum white blonde, cream beige top, black bag strap, silver metal escalator, neutral tones",
  "subject_features": {
    "hair": "platinum white blonde, short wavy bob length, natural texture, middle parted",
    "skin": "fair, porcelain, clear, natural",
    "eyes": "light blue grey, looking up at camera, natural lashes, subtle eye makeup",
    "lips": "natural pink, tongue sticking out playfully",
    "eyebrows": "natural brown, soft groomed shape",
    "expression": "playful silly, tongue out, fun candid moment"
  },
  "makeup": {
    "style": "natural minimal everyday makeup",
    "base": "natural skin, light coverage",
    "eyes": "subtle neutral eyeshadow, natural lashes",
    "lips": "natural pink, no heavy lipstick"
  },
  "wardrobe": {
    "top": "cream beige tank top or camisole, thin spaghetti straps",
    "accessories": "black leather shoulder bag with strap across chest"
  },
  "pose": {
    "expression": "sticking tongue out at camera in playful silly pose",
    "head": "tilted slightly looking up at camera above",
    "body": "standing on escalator facing forward"
  },
  "setting": {
    "location": "escalator in shopping mall or metro station",
    "background": "metal escalator steps, black handrail, another person behind in polka dot shirt, black and white abstract art on wall",
    "atmosphere": "busy public indoor space, casual everyday moment"
  }
}

**[USER_PHOTO]** **[{argument name="profession" default="PROFESSION"}]**

Create a hyper-real, studio portrait using [USER_PHOTO] as the exact identity reference (same face, hairstyle, skin texture, and age). Depict the person as a confident [{argument name="profession" default="PROFESSION"}] sitting casually on a modern white ergonomic office chair, legs crossed, centered in frame. Add a stylized “multi-arm” illusion (6–8 arms total) radiating behind the torso like a modern Shiva/Vishnu-inspired silhouette, but photorealistic: each extra arm must have correct anatomy, believable joints, tendons, skin pores, and natural shadowing; no warped fingers.

PROPS (must be profession-relevant): Automatically choose and place different tools that a real [{argument name="profession" default="PROFESSION"}] would use, one per hand/arm, all clearly readable and accurate in design. Examples of categories: primary tool, secondary tool, communication device, measurement/diagnostic tool, accessory, and a “hero” prop. Keep one real smartphone in the main/front hand. Avoid generic random objects—every prop must logically belong to [{argument name="profession" default="PROFESSION"}]. If [{argument name="profession" default="PROFESSION"}] is digital/tech: include items like laptop, tablet, camera/monitor, light meter, stylus, keyboard, mic, etc. If [{argument name="profession" default="PROFESSION"}] is medical: stethoscope, clipboard, otoscope, syringe (safe/clinical), etc. If [{argument name="profession" default="PROFESSION"}] is culinary: chef knife, tongs, plating tweezers, recipe tablet, etc. (Always match [{argument name="profession" default="PROFESSION"}].)

BACKGROUND COLOR (topic-matched): Use a seamless paper studio backdrop with a single dominant color that matches the profession theme (e.g., warm mustard for creative/media, cool teal for healthcare, graphite/steel for engineering, rich olive for outdoors, deep burgundy for luxury). The color should complement skin tones and wardrobe. Add subtle gradient falloff and soft bounce for depth (no flat background).

LIGHTING & SET: High-end commercial studio look. One large soft key light from camera-left, controlled fill from right, crisp rim light to separate subject, and realistic specular highlights on props. Include a large circular silver reflector disk behind the subject (partially visible) for visual punch. Add a subtle shadow on the floor consistent with light direction.

WARDROBE & STYLING: Outfit must be believable for a top-tier [{argument name="profession" default="PROFESSION"}] (clean, modern, slightly stylized), with texture detail (fabric weave, seams). Add minimal accessories (watch/bracelet) that feel premium. Expression: focused, slightly intense, “in the zone.”

COMPOSITION & CAMERA: Full-body vertical portrait (4:5), 50mm lens look, eye-level camera, sharp focus on face, shallow depth of field but props still readable. Ultra-detailed skin, natural color grading, high dynamic range, crisp micro-contrast.

REALISM RULES: No cartoon, no CGI look. No extra faces, no duplicated heads. Hands must be anatomically correct (5 fingers), no melted objects, no unreadable text logos unless naturally present. Keep the scene clean and premium.

{
    "Description": " "action": "image_generation",
{'prompt': '{"action": "image_generation",
"action_input": "A full-body, ultra-realistic raw DSLR photograph of the Indian man from the reference image, maintaining his exact face, natural medium brown skin texture, and expression. He is wearing a white full-sleeve formal shirt with sleeves slightly folded, a slim black necktie, light blue loose-fitted jeans, a black leather belt, and black and white Nike shoes. He wears a black Apple watch and dark rectangular sunglasses. He is standing in a lush outdoor café courtyard with his body slightly angled, one leg crossed at the ankle, leaning naturally against a wicker chair. In the background, a few girls are seated at round glass tables, looking toward him and smiling. The environment features a multi-storey brick café building with blue-green awnings, green plants, decorative lamps, and a visible Coca-Cola refrigerator. The lighting is natural diffused daylight. 100% sharp focus across the entire frame, zero bokeh, zero background blur, crisp textures on fabric, wicker, and leaves. No filters, no skin smoothing, looks like a genuine unedited mobile photo."
}

{
  "prompt_structure": {
    "subject": {
      "demographics": "young women, early 20s, fit and curvy physique, tanned skin tone.",
      "hair": "Long, sleek, platinum blonde hair, straight texture, center-parted, falling past shoulders.",
      "face": "Oval face shape, smooth complexion, soft glam makeup, defined eyebrows, long fluttery eyelashes, plump glossy nude-pink lips, subtle nose contour.",
      "clothing": {
        "top": "Tight white cropped tank top/camisole with thin spaghetti straps, form-fitting, slight cleavage visibility.",
        "details": "Black bra strap visible on the left shoulder, creating a candid layered look.",
        "bottoms": "Top waistband of blue denim jeans visible at the lower frame."
      },
      "accessories": "White manicured nails (short to medium length)."
    },
    "pose_and_expression": {
      "pose": "Standing facing the camera, slightly angled body, right hand raised making a 'peace' (V-sign) gesture near the cheek.",
      "expression": "Confident, flirty, slight smile, direct eye contact with the camera lens.",
      "head_position": "Slightly tilted to the side."
    },
    "environment": {
      "setting": "Nighttime outdoors, likely a beachside or waterfront boardwalk.",
      "background": "Dark night sky, deep blue/black gradient.",
      "details": "Distant city lights or shoreline lights visible on the horizon as small, blurred orange/yellow bokeh dots against the darkness."
    },
    "lighting": {
      "type": "Direct on-camera flash (hard flash photography).",
      "characteristics": "High contrast between the bright subject and the pitch-black background. Specular highlights on the forehead, nose, cheeks, and chest due to the flash reflection on the skin.",
      "shadows": "Minimal visible shadows due to the direct frontal flash angle."
    },
    "styling_and_mood": {
      "aesthetic": "Y2K revival, Instagram influencer style, nightlife, candid snapshot, 'flash aesthetic'.",
      "mood": "Fun, youthful, confident, energetic, casual night out."
    },
    "technical_specs": {
      "camera_type": "High-end smartphone camera or compact digital camera (Point-and-shoot vibe).",
      "lens": "28mm wide-angle lens.",
      "resolution": "8k, Ultra Photorealistic, highly detailed skin texture.",
      "post_processing": "Slight film grain, vibrant colors, sharp focus on the subject with rapid fall-off to black in the background.",
      "rendering": "Unreal Engine 5 level detail, ray tracing features on skin oils and lip gloss."
    }
  }
}

Ultra-realistic cinematic portrait of a handsome male racing driver standing trackside at a night motorsport circuit, wearing a blue professional racing jacket with sponsor patches, sharp jawline and styled hair, intense focused expression looking off-camera. Stadium floodlights glowing overhead, motion-blurred race cars speeding in the background, crowded grandstands, shallow depth of field, dramatic contrast lighting, crisp facial details, DSLR photography, 85mm lens, f/1.8, high dynamic range, premium motorsport editorial style.

{ "image_type": "photograph", "genre": "casual lifestyle portrait", "orientation": "portrait", "composition": { "framing": "medium close-up", "camera_angle": "eye-level", "subject_position": "centered with slight right bias", "crop": "head and upper torso visible", "depth_of_field": "shallow, softly blurred background", "perspective": "natural human-eye perspective" }, "subject": { "count": 1, "gender_presentation": "female-presenting", "age_range": "young adult", "pose": "seated, relaxed posture", "expression": "soft smile, calm and approachable", "gaze": "directly at camera", "skin_tone": "light to medium warm complexion", "facial_features": { "face_shape": "oval", "eyes": "large, dark-colored", "eyebrows": "full, well-defined", "lips": "medium-full with subtle gloss", "makeup": "natural glam; defined eyelashes, eyeliner, even complexion, soft blush, neutral lip color" }, "hair": { "color": "dark brown", "length": "long", "texture": "wavy", "part": "slightly off-center", "styling": "loose, natural waves" }, "accessories": [ "medium-sized gold hoop earrings" ], "clothing": { "outerwear": "{argument name="outerwear color" default="light gray"} coat or blazer", "innerwear": "{argument name="innerwear color" default="black"} top", "style": "casual-chic" } }, "environment": { "setting": "outdoor café or courtyard", "background_elements": [ "brick wall", "wooden beams", "warm wall-mounted lights", "potted green plants", "outdoor seating" ], "location_type": "urban, cozy, semi-enclosed outdoor space", "time_of_day": "late afternoon or early evening" }, "lighting": { "type": "natural ambient with warm artificial accents", "direction": "front and slightly above", "quality": "soft, diffused", "shadows": "minimal, gentle facial contouring", "color_temperature": "warm-neutral" }, "color_palette": { "dominant_colors": [ "warm browns", "brick red", "gray", "black", "natural green" ], "overall_tone": "warm and inviting", "contrast": "moderate" }, "technical_details": { "camera_style": "smartphone or mirrorless camera", "lens_effect": "background blur resembling wide aperture", "sharpness": "high on subject, soft background", "noise": "minimal", "resolution": "high" }, "artistic_style": { "mood": "intimate, relaxed, friendly", "aesthetic": "modern lifestyle photography", "post_processing": "light color correction, subtle skin smoothing, enhanced warmth" }, "props": [ "cup held near bottom frame (partially visible)" ], "background_blur": { "type": "bokeh", "intensity": "medium" } }

{
  "prompt_data": {
    "subject": {
      "demographics": "Young woman, approximately late teens to early 20s, Caucasian",
      "hair": {
        "color": "Golden blonde with lighter platinum highlights",
        "style": "Long, straight to slightly wavy, loose and messy, falling over shoulders",
        "texture": "Silky, fine strands illuminated by sunlight"
      },
      "face": {
        "skin": "Fair complexion, highly textured with prominent natural freckles across nose and cheeks, dewy and glowing",
        "eyes": "Piercing light blue, clear and sharp focus",
        "lips": "Natural pink shade, slightly parted, soft pout",
        "expression": "Neutral, calm, slightly bored or contemplative, direct eye contact with the lens"
      }
    },
    "clothing": {
      "item": "Floral corset-style top or bustier",
      "color": "Pale yellow or cream base",
      "pattern": "Small vintage pink rose print with green leaves",
      "details": "Spaghetti straps, lace trim detailing"
    },
    "pose": {
      "action": "Head resting heavily on right hand",
      "hand_position": "Palm supporting the jawline and cheek, fingers relaxed",
      "angle": "Close-up portrait, selfie angle, slight tilt of the head"
    },
    "lighting_and_atmosphere": {
      "type": "Golden hour sunlight, natural direct lighting",
      "direction": "Side lighting coming from the left (viewer's perspective), casting distinct shadows on the right side of the face and background",
      "mood": "Sun-kissed, ethereal, warm, intimate, summer afternoon vibe",
      "shadows": "High contrast between the bright sunlit skin and the dark background shadows"
    },
    "background": {
      "setting": "Indoor domestic setting",
      "details": "Dark, out-of-focus background, hints of a white door with vertical panels",
      "depth_of_field": "Shallow depth of field, blurring the background to isolate the subject"
    },
    "technical_specs": {
      "quality": "4k HD, ultra-realistic, highly detailed",
      "style": "Portrait photography, candid selfie style",
      "camera_settings": "Sharp focus on eyes and freckles, high resolution, authentic skin texture (pores and imperfections visible), no heavy filtering",
      "color_grading": "Warm tones, high saturation in the sunlight, natural aesthetic"
    }
  }
}

{
subject:[
 "identity": "Handsome young man with messy black hair and a well-groomed short beard",
      "pose": "Mirror selfie, partially obscuring face with a slate-gray smartphone, looking down slightly",
      "expression": "Confident and calm"
    },
    "attire": {
      "outerwear": "Tailored black blazer",
      "shirt": "Crisp white dress shirt, top button unbuttoned",
      "accessories": [
        "Silver lapel pin with a delicate hanging chain",
        "Luxury silver wristwatch",
        "Sleek black rings"
      ]
    },
    "setting": {
      "location": "Luxurious walk-in closet",
      "elements": [
        "Dark walnut wood paneling",
        "Shelves with folded shirts and silk ties",
        "Premium cologne bottles"
      ],
      "lighting": "Warm cinematic glow, LED shelf accents, and gold wall sconces"
    },
    "composition": {
      "framing": "Shot through a circular mirror with a textured rim",
      "style": "Photorealistic, editorial luxury lifestyle",
      "technical": "Shallow depth of field, sharp focus on subject, high-end digital photography"
    },
    "camera": {
      "angle": "Eye-level",
      "lens": "85mm portrait lens",
      "settings": {
        "aperture": "f/1.8",
        "shutter_speed": "1/125s",
        "ISO": "200"
      }
    },
    "mood": "Luxurious, confident, sophisticated",
    "output": {
      "resolution": "1024x1024",
      "format": "PNG",
      "style_strength": "high",
      "iterations": 1
    }
  }
}

{
  "image_collection": {
    "subject_1": {
      "name": "Sydney Sweeney",
      "scenarios": [
        {
          "setting": "Luxury boat on a lake with pine tree forest background",
          "pose": "Leaning back, one arm raised, blowing a kiss or laughing behind hand",
          "look": "Blonde messy beach waves, chunky black sunglasses",
          "clothing": "Black and white zip-up wetsuit or athletic swimwear"
        }
      ]
    },
    "subject_2": {
      "name": "Ana de Armas",
      "scenarios": [
        {
          "setting": "High-fashion lounge with neon pink and blue lights",
          "pose": "Sitting elegantly on a black leather tufted sofa",
          "clothing": "Red sequined blazer and skirt, black silk inner",
          "accessories": "Layered gold necklaces, multiple gold bangles"
        },
        {
          "setting": "Lush tropical garden on a wicker sofa",
          "pose": "Seated with legs crossed, holding a drink",
          "clothing": "Yellow and blue patterned strapless summer dress, bright pink heels",
          "props": "Green champagne bucket, leaf-patterned pillow"
        },
        {
          "setting": "Rainy street/Red carpet with fans",
          "pose": "Taking a selfie with a fan under an umbrella",
          "clothing": "White long-sleeve button-up blouse, hair in a stylish updo"
        }
      ]
    },
    "general_parameters": {
      "quality": "High-resolution, 8k, photorealistic, cinematic lighting",
      "dimensions": "1080x1080 or 1080x2400",
      "source_reference": "Based on user-provided images"
    }
  }
}

{
"subject": {
"description": "Young woman with a voluptuous, hourglass figure taking a mirror selfie. She has shoulder-length blonde hair cut in a bob, parted to the side and tucked behind one ear. Her skin is fair with a natural, slightly warm tone.",
"attire": {
"top": "White ribbed sleeveless crop top, fitting tightly across the chest, ending just below the bust line.",
"bottom": "Grey melange boy-short style underwear with a visible elastic waistband featuring the 'Calvin Klein' logo text. The fabric conforms tightly to the hips and glutes."
},
"anatomy": {
"build": "Curvy and fit physique with highly accentuated proportions. Significant bust volume with natural heaviness and projection. Narrow, defined waist creating a sharp hip-to-waist ratio. Hips are wide and glutes are prominent and round, emphasized by the side profile angle. Thighs are full and soft.",
"details": "Natural skin texture, no visible tattoos, soft facial features."
}
},
"pose": {
"body_orientation": "Standing in side profile, facing slightly towards the right of the frame, with the torso twisted slightly towards the mirror.",
"limbs": {
"left_arm": "Raised, elbow bent, holding a smartphone up to capture the reflection.",
"right_arm": "Extended downwards, resting naturally near the hip/thigh.",
"legs": "Standing with weight primarily on the back leg, front leg slightly bent at the knee.",
"head": "Turned to face the mirror/phone screen directly."
},
"expression": "Neutral, relaxed gaze focused on the phone screen/mirror reflection."
},
"environment": {
"setting": "Interior room, likely a bedroom or living area, facing a large glass balcony door or floor-to-ceiling window.",
"background": "The reflection in the glass shows a high-rise city skyline with multiple skyscrapers and buildings under a cloudy sky, suggesting late afternoon or sunset. A blurred cart with various bottles is visible in the room behind the subject.",
"elements": "Glass surface creating reflections, architectural lines of the window frame."
},
"camera": {
"type": "Mirror selfie shot with a smartphone.",
"perspective": "Eye-level relative to the subject, capturing the reflection in a glass surface.",
"framing": "Medium shot (knees up), centered on the subject's body curve.",
"device_visible": "Blue/Grey smartphone (iPhone Pro style with three cameras) held in the left hand."
},
"lighting": {
"source": "Natural daylight entering from the exterior window/balcony behind the subject (in reality) and reflected in the mirror.",
"quality": "Soft, diffused natural light with a slightly warm golden hour cast.",
"shadows": "Soft shadows defining the musculature of the abdomen and the curve of the spine; subtle shading on the side of the face away from the light source."
},
"mood_and_expression": {
"vibe": "Casual, confident, candid, influencer-style.",
"emotion": "Relaxed, self-assured."
},
"style_and_realism": {
"aesthetic": "Realistic

{
  "main_prompt": "young woman in her early 20s with fair skin and natural glow, long voluminous wavy dark brown hair, subtle makeup with winged eyeliner, long lashes, glossy nude-pink lips in soft natural expression, calm relaxed eyes looking directly at camera with gentle neutral gaze, wearing black lace crop top with floral pattern and black velvet skirt, crouching pose on forest ground with knees up, dark autumn leaves and trees background, soft moonlight rim light on hair and face, vintage film aesthetic with grain and warm cast, photorealistic, detailed lace texture and hair strands --ar 3:4 --stylize 250 --v 6 --q 2",
  "negative_prompt": "blurry, deformed, extra limbs, bad anatomy, ugly, overexposed, harsh shadows, pale skin, heavy makeup, seductive gaze, half-lidded eyes, bored expression, bright daylight, synthetic look, no grain",
  "style_tags": ["photorealistic", "nighttime forest vibe", "lace floral top", "vintage film grain", "calm neutral mood"],
  "technical": {
    "aspect_ratio": "3:4",
    "lighting": "soft moonlight rim light",
    "camera": "35mm film portrait"
  },
  "extra_parameters": {
    "recommended_model": "Flux.1 [dev]",
    "guidance_scale": "7.5",
    "steps": "40",
    "image_reference": "use uploaded reference image for exact pose, hair, outfit details, neutral gaze and nighttime forest mood"
  }
}

{
  "image": {
    "type": "photograph",
    "style": {
      "era_inspiration": "Late 1990s / Year 2000",
      "aesthetic": [
        "Dreamy",
        "Grainy",
        "Flash photography",
        "90s editorial look"
      ],
      "image_quality": {
        "grain": "Visible film grain",
        "flash": "Direct on-camera flash",
        "finish": "Soft yet high-contrast"
      }
    },
    "subject": {
      "identity": {
        "name": "Billie Eilish",
        "facial_features": "Unchanged, exact likeness preserved"
      },
      "framing": {
        "shot_type": "Close-up",
        "camera_angle": "Eye-level",
        "gaze": "Looking directly into the camera"
      },
      "expression": {
        "mood": "Serious yet sensual"
      },
      "appearance": {
        "complexion": {
          "tone": "Fair / white",
          "finish": "Flawless, naturally radiant, flash-illuminated"
        },
        "hair": {
          "color": "Medium brown",
          "length": "Very long",
          "style": "Pulled back into a loose bun",
          "details": "A few loose strands framing the face",
          "constraints": "Hair must remain exactly as described"
        },
        "makeup": {
          "eyebrows": "Full",
          "eyes": "Winged eyeliner",
          "lips": "Light pink lipstick"
        },
        "jewelry": {
          "earrings": {
            "type": "Small dangling earrings",
            "material": "Silver"
          }
        }
      },
      "wardrobe": {
        "dress": {
          "type": "Short, strapless dress",
          "color": "Dark burgundy",
          "bodice": {
            "design": "Corset-style",
            "material": "Textured lace",
            "opacity": "Not see-through"
          },
          "skirt": {
            "material": "Textured lace"
          }
        }
      },
      "pose": {
        "seating": "Sitting on a light gray sofa",
        "right_hand": "Placed on stomach",
        "left_arm": "Resting along the back of the sofa"
      }
    },
    "environment": {
      "location": {
        "setting": "High-rise apartment",
        "time": "Night"
      },
      "background": {
        "window": {
          "size": "Large",
          "view": "City skyline at night",
          "details": "Numerous illuminated city lights"
        },
        "furniture": {
          "sofa": {
            "color": "Light gray"
          },
          "pillow": {
            "color": "White",
            "position": "Propped on the right side of the sofa"
          }
        }
      }
    },
    "lighting": {
      "source": "Camera flash",
      "effects": [
        "Illuminates skin, clothing, jewelry, and hair",
        "Creates crisp highlights",
        "Enhances texture and fabric detail"
      ]
    },
    "composition": {
      "aspect_ratio": "3:4",
      "focus_priority": [
        "Face",
        "Expression",
        "Dress texture"
      ]
    },
    "constraints":