Distortion None beyond natural smartphone optics Prompts

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

{ "identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { "description": "Young adult woman, athletic and toned physique, natural proportions, defined lower body with visible glute volume, tapered waist, relaxed shoulders", "hair": "Long wavy dirty-blonde hair with subtle honey highlights, loose and natural", "skin": "Fair skin with natural freckles visible on nose and cheeks", "outfit": "Matching grey ribbed athleisure set: sleeveless cropped tank top and high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, "negative_prompt": [ "face change", "body reshaping", "slimmer hips", "reduced glute volume", "flattened chest", "beauty filters", "airbrushed skin", "plastic texture", "editorial fashion proportions", "anime or stylized look", "missing phone", "non-mirror camera angle" ] Wearing bikini

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

A realistic casual photo taken with an iPhone back camera, amateur smartphone photo, slightly awkward angle, off-center framing, subtle barrel distortion from the wide-angle lens, soft back-camera lighting with mild overexposure on the face, slight motion blur, everyday casual pose, no perfect composition, looks like an unintentional snapshot, raw iPhone aesthetic, photorealistic, shot on iPhone 15/16 Pro, vertical 9:16 aspect ratio, unfiltered and authentic

A realistic casual photo taken with an iPhone back camera, amateur smartphone photo, slightly awkward angle, off-center framing, subtle barrel distortion from the wide-angle lens, soft back-camera lighting with mild overexposure on the face, slight motion blur, everyday casual pose, no perfect composition, looks like an unintentional snapshot, raw iPhone aesthetic, photorealistic, shot on iPhone 15/16 Pro, vertical 9:16 aspect ratio, unfiltered and authentic

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { " "hair": "the same in the uploaded picture "outfit": "home bra pair and random high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, "negative_prompt": [ "face change", "body reshaping", "slimmer hips", "reduced glute volume", "flattened chest", "beauty filters", "airbrushed skin", "plastic texture", "editorial fashion proportions", "anime or stylized look", "missing phone", "non-mirror camera angle"

{ "identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { "outfit": "Matching grey ribbed athleisure set: sleeveless cropped tank top and high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, "negative_prompt": [ "face change", "body reshaping", "slimmer hips", "reduced glute volume", "flattened chest", "beauty filters", "airbrushed skin", "plastic texture", "editorial fashion proportions", "anime or stylized look", "missing phone", "non-mirror camera angle" ] Wearing bikini

identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { " "hair": "the same in the uploaded picture "skin": "Fair skin with natural freckles visible on nose and cheeks", "outfit": "Matching grey ribbed athleisure set: sleeveless cropped tank top and high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, "negative_prompt": [ "face change", "body reshaping", "slimmer hips", "reduced glute volume", "flattened chest", "beauty filters", "airbrushed skin", "plastic texture", "editorial fashion proportions", "anime or stylized look", "missing phone", "non-mirror camera angle"

identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { " "hair": "the same in the uploaded picture "skin": "Fair skin with natural freckles visible on nose and cheeks", "outfit": "Matching grey ribbed athleisure set: sleeveless cropped tank top and high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, Ponytail hairstyle

CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws wearing a bodycon dress, teasing, keep original makeup and features in the uploaded picture, close view and front look, long middle part hairstyle, mirror selfie seductive pose, all body seen, cleavage

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws

{ "identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { " "hair": "the same in the uploaded picture "skin": "Fair skin with natural freckles visible on nose and cheeks", "outfit": "Matching grey ribbed athleisure set: sleeveless cropped tank top and high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, "negative_prompt": [ "face change", "body reshaping", "slimmer hips", "reduced glute volume", "flattened chest", "beauty filters", "airbrushed skin", "plastic texture", "editorial fashion proportions", "anime or stylized look", "missing phone", "non-mirror camera angle" ] }

{ "identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { " "hair": "the same in the uploaded picture "skin": "Fair skin with natural freckles visible on nose and cheeks", "outfit": "Matching grey ribbed athleisure set: sleeveless cropped tank top and high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, "negative_prompt": [ "face change", "body reshaping", "slimmer hips", "reduced glute volume", "flattened chest", "beauty filters", "airbrushed skin", "plastic texture", "editorial fashion proportions", "anime or stylized look", "missing phone", "non-mirror camera angle" ] }

identity_lock": { "reference": "Use uploaded reference image for face, hair, body proportions, skin texture, and overall identity", "consistency": "Strict face and body consistency, no averaging, no beautification" }, "subject": { " "hair": "the same in the uploaded picture "skin": "Fair skin with natural freckles visible on nose and cheeks", "outfit": "Matching grey ribbed athleisure set: sleeveless cropped tank top and high-waisted fitted shorts with rear cargo-style pockets", "accessories": "Black ankle socks with white Nike swoosh" }, "pose": { "type": "Mirror selfie, kneeling on carpet", "body_orientation": "Quarter-turn back view, torso slightly twisted toward mirror", "arms": "Right arm raised holding a white iPhone 11, left arm relaxed", "head": "Head turned toward mirror, eyes focused on phone screen, chin slightly tucked" }, "environment": { "room": "Bedroom interior", "walls": "Soft beige walls with white trim", "background": [ "White paneled door with silver handle", "Modern wardrobe replacing any speakers or amplifiers" ], "floor": "Plush grey carpet", "mirror": "Black-framed full-length mirror partially visible at edge of frame" }, "camera": { "perspective": "Natural mirror reflection", "lens": "Smartphone main camera, ~26mm equivalent", "framing": "Medium-full vertical shot from knees to head", "distortion": "None beyond natural smartphone optics" }, "lighting": { "type": "Soft natural daylight", "direction": "Window light from right side of room", "quality": "Even illumination, soft shadows, no harsh highlights" }, "style": { "realism": "Photorealistic, raw smartphone photo", "texture": "High-detail skin pores, fabric ribbing, carpet fibers", "processing": "No filters, no skin smoothing, no stylization" }, "output": { "aspect_ratio": "3:4 vertical", "quality": "High resolution, sharp focus, minimal noise" }, "negative_prompt": [ "face change", "body reshaping", "slimmer hips", "reduced glute volume", "flattened chest", "beauty filters", "airbrushed skin", "plastic texture", "editorial fashion proportions", "anime or stylized look", "missing phone", "non-mirror camera angle"