Nano Banana Pro prompts

{argument name="subject" default="A young man with dark hair and a beard"} sits in the center of the frame, angled at a 45-degree turn and leaning slightly to his right with casually tilted shoulders. His expression is intentionally posed and serious, featuring relaxed eyebrows, a neutral mouth with no trace of a smile, and eyes thoughtfully looking away. He is dressed in a {argument name="clothing" default="black v-neck t-shirt and white trousers"}, accessorized with a gold digital watch, a silver pendant necklace, and a silver bracelet. His left hand rests softly on his thigh in a naturally relaxed state, while his right hand is organically draped over the back of the furniture with a comfortably loose wrist. He is seated on a dominant, {argument name="furniture" default="vintage brown button-tufted leather Chesterfield sofa"} that shows slight, authentic wear in the foreground. Situated in the midground to his right is a vintage floor lamp featuring a beige fringed shade and a distinctly carved spiral wood stand. The indoor setting utilizes a shallow spatial depth that meets a rough, matte raw concrete wall, highly detailed with patchy cool gray tones, horizontal lines, realistic pitting, and industrial cracks. The calm, relaxed indoor lifestyle atmosphere is illuminated by soft, moderately directional mixed front lighting with ambient fill from multiple sources, blending neutral light with a warm practical glow. A complementary color palette of cool grays, warm browns, deep blacks, and light beiges is balanced by medium-length, soft-edged gray shadows that pool naturally under the subject and across the textured leather, paired with subtle specular highlights gently catching on his face and the sofa's surface. Captured straight on as an organically styled, realistic digital photograph using a 50mm lens at f/2.8, the composition blends contemporary lifestyle aesthetics with industrial interior design, utilizing a medium depth of field and slightly soft overall sharpness with zero grain, finished with subtle contrast enhancements and meticulously preserved shadows, framed naturally in a 1:1 aspect ratio.

Use the uploaded image as the ONLY face reference with maximum identity preservation. The woman’s face, facial structure, jawline, skin tone, hairstyle, hairline, eyes, nose, lips, ears, expression, and overall identity must match the reference photo EXACTLY. Do not beautify, redesign, reinterpret, replace, or alter any facial features. Keep the face 100% recognizable and identical to the reference.
Professional photography, ultra-realistic 8K, full-body studio portrait of the same woman leaning confidently against giant white vertical 3D letters spelling "{argument name="text" default="JANAKI"}". Dark gray seamless studio background with soft professional studio lighting and realistic shadows. Confident expression, hands in pockets, right leg crossed naturally. Wearing a premium {argument name="color" default="dark red"} {argument name="apparel" default="oversized sweatshirt"} with matching dark red sweatpants and clean white sneakers. Fashion editorial streetwear style, luxury magazine photoshoot aesthetic, natural skin texture, realistic fabric folds, ultra-detailed clothing, sharp focus.

Ultra-realistic black-and-white editorial portrait, low-angle shot, 4:5 aspect ratio. The {argument name="subject" default="man"} fills about 85-90% of the frame in a medium close-up, showing the head, neck, shoulders, upper chest, upper arms, and part of the forearms, with only a small amount of empty space above his head. A {argument name="physical description" default="handsome athletic man"} wearing a {argument name="clothing" default="plain black fitted ribbed crew-neck short-sleeve sweater"}. His arms are loosely crossed. His body is turned slightly (20°) while his head is turned slightly to the left and tilted upward, with his eyes looking off-camera toward the upper left, giving a calm, confident, thoughtful expression. Strong hard natural sunlight from the upper left illuminates the left side of his hair, forehead, eye, cheek, nose, beard, neck, shoulder, and front arm, while the right side of his face and ear fall into deep shadow, creating crisp, high-contrast facial definition. Clean plain gray sky background, no distractions. High-contrast monochrome with deep blacks, bright highlights, sharp skin texture, fine-art fashion photography, ultra-realistic, premium editorial quality.

A highly detailed, cinematic 3D digital portrait of an {argument name="subject" default="ethereal blonde princess"}, featuring delicate doll-like features, large luminous blue eyes, and soft porcelain skin, in a medium close-up shot. She is adorned in an elaborate, textured {argument name="outfit" default="bright yellow ballgown embellished with intricate white lace trim"}, sheer tiered puffed sleeves, and detailed 3D floral appliqués on the bodice. Her voluminous wavy blonde hair is styled elegantly and intensely kissed by golden hour backlighting, creating a glowing rim light effect, accented by pastel roses and a faint blue butterfly ornament. The composition is vertical, set in a {argument name="background" default="lush, magical garden"} characterized by deep green foliage and abundant bright yellow background bokeh (shallow depth of field). Strong volumetric light bathes the scene, highlighting the detailed textures of the fabric and creating a warm, fantasy atmosphere. Masterpiece quality, ultra photorealistic rendering, 8K, inspired by high-end CGI animation and fairy tale aesthetics.

Wide {argument name="style" default="chibi anime poster"} composition, {argument name="character" default="young boy character with spiky yellow hair standing confidently with sword and backpack"}, {argument name="background" default="bold yellow gradient background"}, lightning bolt accent graphics scattered throughout, large brush-stroke name typography along top edge, clean negative space at bottom for additional text or logo, vibrant anime poster illustration style, vertical 4:5 --ar 4:5 --v 6

Hyper-realistic 3D rendered digital art portrait in a 9:16 vertical format. Subject is a {argument name="subject" default="platinum blonde/white hair pulled back"}, wearing a {argument name="accessory" default="sleek matte black wraparound futuristic visor with a glowing amber-orange LED neon strip"} running along its inner bottom edge. The visor sits flush against the face with no gap.

**Camera Angle & Composition**

Camera angle is an extreme low-angle (worm's-eye view), with the viewer looking upward at the subject. The subject's face is tilted upward and slightly to the right in a 3/4 profile, gazing toward something above the frame. Lips are slightly parted, jaw relaxed, and the expression conveys deep immersion, awe, and transcendence. The neck is fully elongated and exposed. The subject wears a black turtleneck that disappears seamlessly into the background.

**Lighting**

Extreme low-key, high-contrast cinematic lighting with an absolute pure black background and zero ambient spill.

The {argument name="primary light" default="primary light source is the glowing visor itself"}, casting intense amber-orange underlighting across the chin, lips, cheeks, nose bridge, and neck from below.

A secondary cool cyan-teal ambient light wraps around the top of the head, forehead, and upper cheek from above-left.

The lighting creates a dramatic two-tone color temperature clash between warm burnt orange/gold and cool electric cyan/teal. Subsurface scattering is visible on the nose tip and cheek edges where the orange light passes through the skin. Realistic light bloom and a soft orange corona radiate from the LED strip.

**Color Palette**

Absolute black, electric cyan, burnt amber-orange, and warm gold.

No whites. No pastel colors. No environmental detail.

**Style**

Dark sci-fi cyberpunk concept art inspired by the Blade Runner 2049 cinematic aesthetic. High-end 3D render featuring displacement-mapped skin texture, subsurface scattering, hard shadow terminator lines, realistic light bloom, and an ascending aspirational composition. Film poster and AAA game cinematic quality with a brooding atmospheric mood and futuristic technology immersion theme. Ultra-high detail, dramatic, and minimal.

A stunning, high-fashioned cinematic portrait of a {argument name="subject" default="beautiful young woman"} with a flawless complexion and expressive brown eyes. Her long, rich brown hair is styled in a {argument name="hairstyle" default="voluminous, perfectly detailed high ponytail"} with soft, elegant face-framing strands catching the golden sunlight. She has soft, natural makeup with long lashes and a subtle, thoughtful expression, looking off into the distant horizon away from the camera. Her hands are delicately held together in front of her, showcasing intricately detailed shimmering silver glitter nail art and wearing thin, minimal silver rings on her fingers. She is wearing a modern, chic {argument name="clothing" default="off-white asymmetric one-shoulder top"} and a thin silver chain necklace with a small heart pendant. The background features a breathtaking, highly detailed coastal landscape, standing on a rocky cliff overlooking a vast deep-blue ocean with realistic crashing white waves. The scene is illuminated by soft, warm golden hour sunlight, creating beautiful highlights on her hair and a cinematic depth of field with a softly blurred background.

A miniature diorama built inside or around a scaled-down {argument name="object" default="[OBJECT]"}, where the object becomes the environment itself. Tiny people interact with it as if it’s a massive structure. Playful realism, macro lens depth, soft lighting.

Create an ultra-realistic 8K cinematic fantasy game character named Jo, a fearless female warrior and legendary role model. She stands confidently on top of a rocky battlefield during a dramatic sunset, wearing black and crimson battle armor with glowing blue energy lines. Her long silver hair flows in the wind, and her determined expression radiates courage and leadership. She holds a {argument name="weapon one" default="massive enchanted sword"} in one hand and a {argument name="weapon two" default="futuristic energy spear"} in the other. Behind her stands a disciplined army of elite warriors carrying banners, shields, swords, and glowing weapons, stretching across the battlefield. The sky is filled with storm clouds, smoke, sparks, and rays of sunlight breaking through. Epic cinematic lighting, volumetric fog, flying embers, highly detailed armor, realistic textures, Unreal Engine 5 quality, AAA game concept art, dynamic composition, ultra-sharp focus, dramatic atmosphere, powerful female commander, no text, no watermark, 16:9.

Create an ultra-realistic 8K cinematic AAA game action scene featuring the exact same female warrior "Jo" from the previous image. Maintain 100% character consistency: same face, same silver-white long flowing hair, same facial features, same body proportions, same black and crimson armor with glowing blue energy accents, same enchanted crimson greatsword in her right hand, same futuristic blue energy spear in her left hand, identical design, colors, accessories, and overall appearance. Jo is in the middle of an intense battlefield, fearlessly charging toward thousands of enemy warriors. She is performing a powerful attack while swinging her glowing crimson sword and simultaneously thrusting her blue energy spear. Enemy soldiers are being pushed back by the force of her attack. Massive explosions, magical shockwaves, flying sparks, shattered weapons, smoke, dust, burning siege machines, collapsing structures, and glowing energy trails fill the battlefield. Behind Jo, her loyal army advances forward under her leadership while enemy forces surround them from every direction. The sky is dark with storm clouds, lightning, fire, and flying embers, creating an epic war atmosphere. Use a dramatic low-angle cinematic camera, dynamic action pose, intense determined facial expression, realistic motion blur, volumetric lighting, god rays, ultra-detailed armor textures, realistic physics for hair and cape, Unreal Engine 5 quality, hyper-realistic, AAA game cinematic, epic fantasy war, maximum detail, no blood, no gore, no text, no watermark, 16:9 aspect ratio. The character must look exactly like the first image with no changes to her appearance.

Hand-painted digital illustration with clearly visible handcrafted brush strokes, expressive painterly texture, confident manual brush application, {argument name="brush style" default="thick and thin brush variations"}, organic paint layering, textured edges, subtle dry-brush effect, premium concept art quality, semi-realistic rendering, crisp silhouette, simplified yet refined shapes, soft blended transitions without excessive smoothing, high-contrast values, {argument name="shadow colors" default="deep charcoal black and dark brown shadows"}, warm ivory skin tones, natural {argument name="accent colors" default="amber and burnt orange accents"} applied selectively on clothing, accessories, reflections, and scattered compositional elements, no glowing orange contour lighting, no neon rim light, no luminous edge effects, restrained color blocking, balanced warm palette dominated by burnt orange, amber, ochre, warm ivory, dark brown, charcoal black, and muted gray, elegant editorial illustration aesthetic, rich painterly depth, visible artistic brushwork, clean composition, sophisticated handcrafted digital painting.

Use the uploaded reference image as the appearance reference for the subject. Create an ultra-photorealistic, high-end editorial portrait with natural facial proportions and realistic human features. Preserve the overall appearance from the reference while maintaining a natural photographic look. The subject is standing confidently in a {argument name="setting" default="modern luxury city street"} during golden hour, wearing a {argument name="outfit" default="perfectly tailored black suit, white dress shirt, and an elegant wristwatch"}. Captured on a professional full-frame camera with an {argument name="lens" default="85mm portrait lens"} at f/1.4, producing beautiful background bokeh and razor-sharp focus on the eyes. Realistic skin texture with visible pores, natural hair strands, lifelike eyes with authentic reflections, physically accurate lighting, cinematic HDR color grading, subtle volumetric sunlight, realistic shadows, premium fashion photography, magazine-cover composition, highly detailed fabric textures, natural expression, balanced exposure, incredibly realistic colors, RAW photography style, ultra-high detail, professional commercial photography, 8K quality, visually indistinguishable from a real photograph.

Ultra realistic cinematic portrait, use uploaded face exactly, no face change. Subject standing beside a modern building entrance, {argument name="shirt color" default="oversized maroon shirt"}, {argument name="trousers color" default="white trousers"}, white sneakers, silver watch, sunglasses, one hand adjusting sleeve, relaxed confident pose. Blurred luxury SUV, tropical greenery, modern architecture, cinematic daylight, {argument name="lens" default="85mm"} lens, f/1.8, shallow depth of field, HDR, ultra detailed 8K.young same face and but shirt no tuchine.

A hyper-realistic, dramatic studio portrait of a {argument name="subject" default="woman"} with a clean, centered composition. She has a neutral, powerful expression, featuring natural skin texture, freckles, and light-colored eyes. Her hair is slicked back with a {argument name="accessory" default="minimalist, geometric wire-frame headband"} made of thin metallic rods. She is wearing a {argument name="clothing" default="high-necked, form-fitting black turtleneck garment"} that completely covers her neck and shoulders. The background is a {argument name="background color" default="soft, deep crimson"} with subtle, out-of-focus circular bokeh lights, creating a moody, sophisticated atmosphere. Soft, professional lighting highlights her facial features and the sleek texture of her clothing.

A high-end luxury fashion editorial photoshoot of a {argument name="subject" default="stylish model"} standing in a relaxed, confident pose with hands casually in pockets or by their sides, looking directly at the camera with a calm, sophisticated expression. The outfit features {argument name="outfit" default="modern minimalist tailoring in neutral tones, including a structured jacket layered over a premium knit or polo top, paired with relaxed wide-leg tailored trousers"} and clean leather sneakers or elegant footwear. The styling embodies quiet luxury with impeccable fit, premium fabrics, and understated elegance. Photographed in a professional studio against a {argument name="backdrop" default="seamless solid-color backdrop"} with a matching floor. Soft diffused lighting creates natural skin tones, gentle shadows, and subtle depth. Full-body composition, centered framing with generous negative space, eye-level perspective, clean and balanced composition. Luxury campaign aesthetic inspired by premium fashion houses, contemporary editorial styling, ultra-realistic photography, medium-format camera, 85mm lens, f/4, shallow depth of field, matte color grading, realistic fabric textures, crisp details, cinematic lighting, premium commercial fashion campaign, magazine cover quality, 8K, highly detailed, natural proportions, no logos, no text, no watermark, timeless minimalist aesthetic.

A close-up, front-facing studio portrait of a {argument name="subject" default="female android with long, straight blonde hair"}, looking directly into the camera. Subtle cybernetic panel lines and metallic seams are intricately embedded into the skin of her face. A vibrant, continuous {argument name="visual effect" default="horizontal red laser beam"} slices across her eyes, creating a powerful, glowing lens flare effect. She is wearing a simple {argument name="clothing" default="black turtleneck sweater"}. The lighting is cinematic, featuring sharp red rim-lighting that catches the edges of her hair, set against a solid, contrasting muted blue studio background. High-detail skin texture, photorealistic, 8k resolution.

Lifestyle scene
“A miniature diorama of {argument name="celebrity" default="[CELEBRITY]"} inside a stylized environment inspired by their public persona. Tiny furniture, props, fashion details, cozy cinematic lighting.”

{
  "prompt": "A photorealistic indoor lifestyle portrait of a young woman seated sideways on a woven rattan chair in a cozy, softly lit bedroom. She turns her upper body slightly and looks back over her shoulder toward the camera, creating a confident yet relaxed pose. She has straight, dark shoulder-length hair parted near the center, natural makeup with subtle contouring, and bold red lipstick. She wears a loose vintage-style cream graphic T-shirt with the word '{argument name="tshirt text" default="FRISCO"}' printed largely across the back with a retro illustration, paired with high-waisted light blue denim cutoff shorts with frayed hems, and clean white low-top sneakers. The room features hardwood floors, a bed with slightly rumpled white bedding in the background, pillows on the floor in the foreground, and casually scattered clothing for a lived-in feel. A partially visible wall poster adds character. Lighting is warm natural window light with soft shadows and gentle highlights. Shallow depth of field keeps the subject sharp while the background is softly blurred. Warm neutral color palette with beige, cream, denim blue, and natural wood tones. Full-frame camera look, medium focal length around 50mm, eye-level angle, lifestyle editorial photography style, high detail, realistic skin texture, natural proportions, no over-smoothing.",
  "negative_prompt": "{argument name="negative prompt" default="cartoon, anime, illustration, CGI, overprocessed, plastic skin, extreme blur, harsh lighting, oversaturated colors, distorted body proportions, extra limbs, low resolution, noise, watermark, logo, text artifacts"}",
  "style": "{argument name="style" default="photorealistic lifestyle editorial"}",
  "camera": {
    "focal_length_mm": {argument name="focal length" default="50"},
    "angle": "{argument name="angle" default="eye-level"}",
    "depth_of_field": "{argument name="depth of field" default="shallow"}"
  },
  "lighting": {
    "type": "{argument name="lighting type" default="natural window light"}",
    "quality": "{argument name="lighting quality" default="soft and warm"}"
  },
  "environment": "{argument name="environment" default="cozy indoor bedroom, casual lived-in aesthetic"}",
  "quality": {
    "detail_level": "{argument name="detail level" default="high"}",
    "realism": "{argument name="realism" default="photorealistic"}",
    "skin_texture": "{argument name="skin texture" default="natural"}"
  }
}

Front-facing portrait of a cute, beautiful futuristic cyborg girl, soft expressive eyes, calm gentle expression. Smooth human-like skin with subtle robotic details, soft {argument name="neon color" default="green neon glow"} embedded beneath translucent tech elements. Minimal elegant sci-fi outfit. Dreamy neon background with {argument name="light color" default="green light reflections"} and gentle bokeh. Cinematic soft lighting, shallow depth of field, realistic skin texture, high detail, clean futuristic aesthetic. Portrait orientation, 2:3 aspect ratio, centered composition, upper-body framing.

{
  "image_analysis": {
    "subject": {
      "description": "Young woman with long, straight brunette hair.",
      "expression": "Neutral to confident gaze, looking directly at the camera.",
      "pose": "Standing side-profile, leaning back against a wall, one leg slightly bent (flamingo pose), arms relaxed by her side."
    },
    "apparel": {
      "item": "White mini dress.",
      "style": "Spaghetti straps, fitted bodice, flowy pleated skirt (skater dress style), lightweight fabric."
    },
    "environment": {
      "setting": "Modern interior space.",
      "elements": [
        "Grey wall with vertical alignment.",
        "Large geometric mirror (diamond/diagonal cuts) reflecting the subject's back.",
        "Vertical wall-mounted light fixture."
      ]
    },
    "lighting": {
      "type": "Ambient and moody.",
      "colors": "Warm orange/reddish glow from the wall light, contrasting with cooler grey tones of the wall.",
      "shadows": "Soft shadows, highlighting the contours of the dress and legs."
    },
    "composition": {
      "framing": "Full body shot.",
      "perspective": "Eye-level.",
      "focus": "Sharp focus on the subject, clear reflection in the mirror."
    }
  },
  "generation_prompt": "A photorealistic full-body shot of a young woman with long {argument name="hair color" default="brown"} hair leaning against a {argument name="wall color" default="grey"} wall, wearing a short {argument name="dress color" default="white"} sleeveless mini dress with a flowy skirt. She is posing in profile with one leg bent. Behind her is a large geometric mirror reflecting her back. To her left is a vertical modern light fixture emitting a warm {argument name="light color" default="orange"} glow. High definition, fashion photography style, aesthetic lighting, 8k resolution, realistic textures."
}

{
  "subject": {
    "description": "A playful, high-contrast mirror selfie of a young couple completely covered in thick, white shaving cream.",
    "individuals": [
      {
        "gender": "male",
        "position": "background, looking toward the camera with a deadpan, slightly skeptical expression",
        "features": "sculpted shaving cream forming 'horns' or ears on his head"
      },
      {
        "gender": "female",
        "position": "foreground, holding a smartphone and pouting her lips in a 'duck face'",
        "features": "visible eyeliner, manicured nails with a french tip style, looking up toward the other person"
      }
    ],
    "texture": "heavy, whipped, peaks of foam, matte white lather"
  },
  "composition": {
    "type": "close-up mirror selfie",
    "framing": "medium shot, waist-up",
    "focal_point": "the texture of the shaving cream and the interaction between the two faces",
    "elements": "a black smartphone with a white MagSafe ring and a small rectangular sticker is held in the foreground"
  },
  "lighting_and_color": {
    "lighting": "moody, low-key lighting with a strong directional light source creating deep shadows",
    "color_palette": "dominant cool blues in the background, stark white foam, natural skin tones peeking through",
    "contrast": "high contrast between the bright white foam and the dark, navy blue background"
  },
  "technical_details": {
    "style": "authentic social media aesthetic, candid photography",
    "camera_feel": "mobile phone camera quality, slight grain, shallow depth of field",
    "atmosphere": "playful, chaotic, artistic, youthful"
  },
  "negative_prompt": "clean skin, professional studio lighting, bright background, blurry, distorted hands, messy hair"
}

{
    "concept_id": "hulk_pepsi",
    "visual_breakdown": {
      "focus_object": "Crushed Pepsi Can",
      "character_element": "Hulk's Giant Hand",
      "environment": "Smoky City Ruins"
    },
    "artistic_direction": {
      "lighting": "Explosive/High Contrast",
      "mood": "destructive"
    },
    "generation_command": {
      "aspect_ratio": "7:9",
      "concise_prompt": "Hulk's giant hand hovering over a crushed {argument name="soda brand" default="Pepsi"} can embedded in pavement, smoky ruins, explosive action movie style. --ar 7:9"
    }
  }

Abe-chan in ink-painting style, holding a sword in a ready stance seen from the side.

{
  "Objective": "Generate a realistic, emotionally warm close-up portrait featuring a woman and a silver tabby kitten interacting under a sheet of paper.",
  "Image_Generation_Prompt": {
    "Scene_Description": "A close-up portrait of a woman (matching the appearance of the uploaded reference image) and a silver tabby kitten. Both are peeking out from underneath a sheet of paper or newspaper that covers the tops of their heads. Their faces are touching closely, creating an intimate and affectionate moment. The woman is gently gazing at the kitten.",
    "Subject_Details": {
      "Woman": {
        "Reference": "Use the uploaded image as a facial and stylistic reference",
        "Expression": "Soft, calm, and affectionate",
        "Pose": "Face close to the kitten, head slightly tilted toward it"
      },
      "Kitten": {
        "Breed": "{argument name="kitten breed" default="Silver tabby"}",
        "Eyes": "Large, round, dark brown eyes expressing curiosity",
        "Nose": "Small and pink",
        "Expression": "Curious and gentle"
      }
    },
    "Props_and_Elements": {
      "Paper": {
        "Type": "Sheet of paper or newspaper",
        "Position": "Covering the top of both heads",
        "Edge_Detail": "Slightly curved top edge",
        "Text": "The word '{argument name="text on paper" default="happy"}' written on the left side in an informal, handwritten style"
      }
    },
    "Composition": {
      "Framing": "Tight close-up portrait",
      "Focus": "Sharp focus on faces, especially eyes",
      "Depth_of_Field": "Shallow depth of field"
    },
    "Background": {
      "Color": "Light gray or white",
      "Style": "Blurred and minimalist"
    },
    "Lighting_and_Style": {
      "Lighting": "Soft, natural light with gentle highlights",
      "Mood": "Warm, tender, and serene",
      "Art_Style": "Photorealistic"
    },
    "Quality_Settings": {
      "Resolution": "High resolution",
      "Detail_Level": "Ultra-detailed facial and fur textures"
    }
  },
  "Negative_Prompt": [
    "harsh lighting",
    "distorted faces",
    "extra limbs",
    "blurry subjects",
    "cartoon style",
    "overly saturated colors"
  ],
  "Response_Format": "Single high-quality image suitable for portrait display"
}

{
  "template_id": "mirror_side_pose_workout_shorts_ultralock_v1_compact",
  "version": "1.0.1",
  "intent": "Recreate a mirror selfie of a woman in a fitted crop t-shirt and high-waisted workout shorts, allowing only identity replacement while locking all scene parameters.",
  "subject_identity_lock": {
    "replace_identity_only": true,
    "preserve_body_proportions": true,
    "preserve_skin_tone_range": true,
    "preserve_hair_length_category": "medium-long",
    "hair_color_band": "light-brown_with_highlights",
    "face_direction_degrees": {
      "yaw_right": 55,
      "pitch_down": 8,
      "roll": 0
    },
    "expression_tone": "soft_neutral",
    "age_band_years": [
      20,
      35
    ]
  },
  "camera_lock": {
    "lens_focal_length_mm": 26,
    "sensor_format": "full_frame_eq",
    "camera_distance_m": 1.2,
    "camera_height_m": 1.45,
    "camera_tilt_degrees": {
      "pitch_down": -2
    },
    "framing": {
      "aspect_ratio": "9:16",
      "subject_fill_fraction": 0.8,
      "center_bias_xy": [
        0.52,
        0.52
      ]
    },
    "mirror_geometry": {
      "plane_alignment": "parallel",
      "distance_m": 0.6,
      "dimensions_m": [
        0.9,
        2.1
      ]
    }
  },
  "phone_lock": {
    "hand": "right",
    "position_xy": [
      0.38,
      0.47
    ],
    "orientation_degrees": {
      "yaw": 2
    },
    "grip": "fingers_wrapped_thumb_along_edge"
  },
  "pose_lock": {
    "global_orientation": {
      "pelvis_yaw_deg": 80,
      "torso_yaw_deg": 65,
      "head_yaw_deg": 55
    },
    "spine": {
      "lumbar_curve": "soft",
      "thoracic_curve": "upright"
    },
    "legs": {
      "supporting": {
        "side": "left",
        "knee_deg": 8,
        "foot_angle_deg": 12,
        "foot_contact": "flat"
      },
      "rear": {
        "side": "right",
        "knee_deg": 22,
        "toe_contact": "forefoot",
        "heel_elevation_cm": 2.5
      }
    },
    "arms": {
      "right": {
        "shoulder_flex_deg": 35,
        "elbow_flex_deg": 90,
        "hand_pos_xy": [
          0.38,
          0.47
        ]
      },
      "left": {
        "visibility": "minimal"
      }
    },
    "hips": {
      "pelvis_tilt_deg": 6,
      "weight_distribution": [
        0.8,
        0.2
      ]
    },
    "neck_head": {
      "chin_down_deg": 6,
      "gaze": "toward_phone"
    }
  },
  "clothing_geometry_lock": {
    "top": {
      "type": "crop_tshirt",
      "color": "soft_white",
      "sleeves": "short",
      "hem": "above_navel",
      "fabric": {
        "stretch": "horizontal",
        "wrinkle_zones": [
          "under_bust",
          "side_seams"
        ]
      }
    },
    "bottom": {
      "type": "workout_shorts_high_waist",
      "coverage": "full",
      "inseam_cm": 7,
      "color": "lilac_with_subtle_stripes",
      "waistband_cm": 6,
      "leg_opening_ratio": 0.85,
      "stretch_zones": [
        "glutes",
        "outer_hips"
      ]
    }
  }
}