micahlutz871
User Content
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "fashion_swimwear_editorial", "composition": { "framing": "medium close-up", "camera_angle": "slightly elevated, frontal", "perspective": "viewer looking down into pool ladder area", "subject_position": "centered, ascending pool ladder", "crop": "upper thighs to head", "visual_balance": "symmetrical vertical lines from ladder rails framing subject", "depth": "moderate depth, background softly receding into pool" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "ascending pool ladder, shoulders forward, direct gaze", "expression": "confident, sultry, composed", "skin_tone": "warm tan", "skin_condition": "wet, glossy, reflective highlights", "hair": { "color": "dark brown", "style": "slicked back, wet", "texture": "smooth, clumped from water" }, "makeup": { "eyes": "defined eyeliner, voluminous lashes", "brows": "shaped and filled", "lips": "neutral glossy nude", "complexion": "dewy with shimmer accentuating cheekbones and nose bridge" }, "accessories": { "earrings": "statement floral drop earrings, pearl-like finish" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle plunge", "support": "minimal", "pattern": "floral multicolor", "accent": "blue ruffled straps with micro-check pattern" }, "bottom": { "cut": "low-rise bikini brief", "pattern": "matching floral print", "accent": "blue ruffled side trim" }, "fabric": "swimwear synthetic, matte with water sheen" }, "environment": { "location": "swimming pool", "setting": "indoor or shaded pool area", "background_elements": [ "blue ceramic pool tiles", "water surface", "metal pool ladder rails" ], "color_palette": { "dominant": ["deep blue", "teal"], "secondary": ["warm skin tones", "red", "orange", "white"] } }, "lighting": { "type": "controlled artificial lighting", "direction": "front-top key light", "contrast": "medium-high", "highlights": "specular highlights on wet skin", "shadows": "soft shadows under chin and bust", "mood": "sensual, polished, editorial" }, "technical_details": { "sharpness": "high subject sharpness", "focus": "subject in focus, background slightly softer", "noise": "minimal", "dynamic_range": "balanced with preserved highlights", "lens_characteristics": "moderate focal length, minimal distortion" }, "artistic_style": { "aesthetic": "luxury swimwear editorial", "influences": ["fashion magazine", "resort glamour"], "color_grading": "cool background tones contrasted with warm skin tones", "texture_emphasis": "water droplets and skin sheen" }, "post_processing": { "retouching": "skin smoothing while preserving texture", "contrast_adjustment": "enhanced midtone contrast", "clarity": "increased on subject", "saturation": "slightly boosted colors in swimwear" }, "background": { "pattern": "uniform blue tile grid", "depth_cue": "darker water toward rear of pool", "distractions": "minimal, clean setting" }, "overall_impression": { "theme": "confident poolside glamour", "intended_use": "fashion editorial, swimwear promotion, social media feature", "visual_impact": "bold, sensual, polished" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "fashion_swimwear_editorial", "composition": { "framing": "medium close-up", "camera_angle": "slightly elevated, frontal", "perspective": "viewer looking down into pool ladder area", "subject_position": "centered, ascending pool ladder", "crop": "upper thighs to head", "visual_balance": "symmetrical vertical lines from ladder rails framing subject", "depth": "moderate depth, background softly receding into pool" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "ascending pool ladder, shoulders forward, direct gaze", "expression": "confident, sultry, composed", "skin_tone": "warm tan", "skin_condition": "wet, glossy, reflective highlights", "hair": { "color": "dark brown", "style": "slicked back, wet", "texture": "smooth, clumped from water" }, "makeup": { "eyes": "defined eyeliner, voluminous lashes", "brows": "shaped and filled", "lips": "neutral glossy nude", "complexion": "dewy with shimmer accentuating cheekbones and nose bridge" }, "accessories": { "earrings": "statement floral drop earrings, pearl-like finish" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle plunge", "support": "minimal", "pattern": "floral multicolor", "accent": "blue ruffled straps with micro-check pattern" }, "bottom": { "cut": "low-rise bikini brief", "pattern": "matching floral print", "accent": "blue ruffled side trim" }, "fabric": "swimwear synthetic, matte with water sheen" }, "environment": { "location": "swimming pool", "setting": "indoor or shaded pool area", "background_elements": [ "blue ceramic pool tiles", "water surface", "metal pool ladder rails" ], "color_palette": { "dominant": ["deep blue", "teal"], "secondary": ["warm skin tones", "red", "orange", "white"] } }, "lighting": { "type": "controlled artificial lighting", "direction": "front-top key light", "contrast": "medium-high", "highlights": "specular highlights on wet skin", "shadows": "soft shadows under chin and bust", "mood": "sensual, polished, editorial" }, "technical_details": { "sharpness": "high subject sharpness", "focus": "subject in focus, background slightly softer", "noise": "minimal", "dynamic_range": "balanced with preserved highlights", "lens_characteristics": "moderate focal length, minimal distortion" }, "artistic_style": { "aesthetic": "luxury swimwear editorial", "influences": ["fashion magazine", "resort glamour"], "color_grading": "cool background tones contrasted with warm skin tones", "texture_emphasis": "water droplets and skin sheen" }, "post_processing": { "retouching": "skin smoothing while preserving texture", "contrast_adjustment": "enhanced midtone contrast", "clarity": "increased on subject", "saturation": "slightly boosted colors in swimwear" }, "background": { "pattern": "uniform blue tile grid", "depth_cue": "darker water toward rear of pool", "distractions": "minimal, clean setting" }, "overall_impression": { "theme": "confident poolside glamour", "intended_use": "fashion editorial, swimwear promotion, social media feature", "visual_impact": "bold, sensual, polished" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "fashion_swimwear_editorial", "composition": { "framing": "medium close-up", "camera_angle": "slightly elevated, frontal", "perspective": "viewer looking down into pool ladder area", "subject_position": "centered, ascending pool ladder", "crop": "upper thighs to head", "visual_balance": "symmetrical vertical lines from ladder rails framing subject", "depth": "moderate depth, background softly receding into pool" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "ascending pool ladder, shoulders forward, direct gaze", "expression": "confident, sultry, composed", "skin_tone": "warm tan", "skin_condition": "wet, glossy, reflective highlights", "hair": { "color": "dark brown", "style": "slicked back, wet", "texture": "smooth, clumped from water" }, "makeup": { "eyes": "defined eyeliner, voluminous lashes", "brows": "shaped and filled", "lips": "neutral glossy nude", "complexion": "dewy with shimmer accentuating cheekbones and nose bridge" }, "accessories": { "earrings": "statement floral drop earrings, pearl-like finish" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle plunge", "support": "minimal", "pattern": "floral multicolor", "accent": "blue ruffled straps with micro-check pattern" }, "bottom": { "cut": "low-rise bikini brief", "pattern": "matching floral print", "accent": "blue ruffled side trim" }, "fabric": "swimwear synthetic, matte with water sheen" }, "environment": { "location": "swimming pool", "setting": "indoor or shaded pool area", "background_elements": [ "blue ceramic pool tiles", "water surface", "metal pool ladder rails" ], "color_palette": { "dominant": ["deep blue", "teal"], "secondary": ["warm skin tones", "red", "orange", "white"] } }, "lighting": { "type": "controlled artificial lighting", "direction": "front-top key light", "contrast": "medium-high", "highlights": "specular highlights on wet skin", "shadows": "soft shadows under chin and bust", "mood": "sensual, polished, editorial" }, "technical_details": { "sharpness": "high subject sharpness", "focus": "subject in focus, background slightly softer", "noise": "minimal", "dynamic_range": "balanced with preserved highlights", "lens_characteristics": "moderate focal length, minimal distortion" }, "artistic_style": { "aesthetic": "luxury swimwear editorial", "influences": ["fashion magazine", "resort glamour"], "color_grading": "cool background tones contrasted with warm skin tones", "texture_emphasis": "water droplets and skin sheen" }, "post_processing": { "retouching": "skin smoothing while preserving texture", "contrast_adjustment": "enhanced midtone contrast", "clarity": "increased on subject", "saturation": "slightly boosted colors in swimwear" }, "background": { "pattern": "uniform blue tile grid", "depth_cue": "darker water toward rear of pool", "distractions": "minimal, clean setting" }, "overall_impression": { "theme": "confident poolside glamour", "intended_use": "fashion editorial, swimwear promotion, social media feature", "visual_impact": "bold, sensual, polished" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "casual_swimwear_lifestyle", "composition": { "framing": "full-body portrait", "camera_angle": "eye-level", "perspective": "straight-on with slight profile turn", "subject_position": "center-left, standing near window", "crop": "head to upper calves", "visual_balance": "asymmetrical, negative space on right from window", "depth": "shallow to moderate depth, subject clearly separated from background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "standing upright, one arm relaxed, opposite arm raised to head", "expression": "calm, contemplative, neutral", "gaze_direction": "looking outward through window, off-camera", "skin_tone": "light to medium warm", "body_type": "curvy, athletic-soft", "skin_condition": "natural texture, matte with subtle highlights", "hair": { "color": "dark brown", "style": "loose, natural, slightly tousled", "length": "shoulder length", "parting": "natural, slightly off-center" }, "makeup": { "overall": "minimal or natural", "eyes": "light definition, no heavy liner", "lips": "natural tone", "complexion": "even, low sheen" }, "accessories": { "bracelets": "thin string bracelets on wrist", "tattoos": "minimal line tattoo on forearm, small tattoo on upper arm" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle halter", "support": "light", "pattern": "polka dot", "color": "navy blue with white dots", "strap_details": "white halter ties with gold hardware" }, "bottom": { "cut": "tie-side bikini brief", "rise": "low-rise", "pattern": "matching polka dot", "side_ties": "white string ties with gold accents" }, "fabric": "stretch swimwear synthetic, matte finish" }, "environment": { "location": "interior residential space", "setting": "apartment or home near balcony", "background_elements": [ "sliding glass door", "sheer curtain", "outdoor balcony railing", "wooden furniture" ], "color_palette": { "dominant": ["neutral beige", "soft white"], "secondary": ["navy blue", "skin tones"] } }, "lighting": { "type": "natural daylight", "source": "window light from right", "direction": "side-lit", "contrast": "low to medium", "shadows": "soft, diffused shadows on left side of body", "mood": "natural, relaxed, intimate" }, "technical_details": { "sharpness": "moderate, natural softness", "focus": "subject in clear focus", "noise": "minimal", "dynamic_range": "balanced with gentle highlights", "lens_characteristics": "standard focal length, natural perspective" }, "artistic_style": { "aesthetic": "authentic lifestyle", "influences": ["body-positive imagery", "natural light portraiture"], "color_grading": "neutral, slightly warm", "retained_imperfections": "visible skin texture and natural form" }, "post_processing": { "retouching": "minimal", "contrast_adjustment": "light", "clarity": "natural, not exaggerated", "saturation": "true-to-life" }, "background": { "pattern": "plain walls and vertical lines from door frame", "depth_cue": "balcony visible through glass", "distractions": "minimal, non-dominant" }, "overall_impression": { "theme": "natural confidence and everyday femininity", "intended_use": "personal content, lifestyle swimwear reference, body-positive inspiration", "visual_impact": "authentic, grounded, relatable" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }
{ "image_type": "photograph", "genre": "fashion_swimwear_editorial", "composition": { "framing": "medium close-up", "camera_angle": "slightly elevated, frontal", "perspective": "viewer looking down into pool ladder area", "subject_position": "centered, ascending pool ladder", "crop": "upper thighs to head", "visual_balance": "symmetrical vertical lines from ladder rails framing subject", "depth": "moderate depth, background softly receding into pool" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "ascending pool ladder, shoulders forward, direct gaze", "expression": "confident, sultry, composed", "skin_tone": "warm tan", "skin_condition": "wet, glossy, reflective highlights", "hair": { "color": "dark brown", "style": "slicked back, wet", "texture": "smooth, clumped from water" }, "makeup": { "eyes": "defined eyeliner, voluminous lashes", "brows": "shaped and filled", "lips": "neutral glossy nude", "complexion": "dewy with shimmer accentuating cheekbones and nose bridge" }, "accessories": { "earrings": "statement floral drop earrings, pearl-like finish" } }, "wardrobe": { "type": "bikini", "top": { "cut": "triangle plunge", "support": "minimal", "pattern": "floral multicolor", "accent": "blue ruffled straps with micro-check pattern" }, "bottom": { "cut": "low-rise bikini brief", "pattern": "matching floral print", "accent": "blue ruffled side trim" }, "fabric": "swimwear synthetic, matte with water sheen" }, "environment": { "location": "swimming pool", "setting": "indoor or shaded pool area", "background_elements": [ "blue ceramic pool tiles", "water surface", "metal pool ladder rails" ], "color_palette": { "dominant": ["deep blue", "teal"], "secondary": ["warm skin tones", "red", "orange", "white"] } }, "lighting": { "type": "controlled artificial lighting", "direction": "front-top key light", "contrast": "medium-high", "highlights": "specular highlights on wet skin", "shadows": "soft shadows under chin and bust", "mood": "sensual, polished, editorial" }, "technical_details": { "sharpness": "high subject sharpness", "focus": "subject in focus, background slightly softer", "noise": "minimal", "dynamic_range": "balanced with preserved highlights", "lens_characteristics": "moderate focal length, minimal distortion" }, "artistic_style": { "aesthetic": "luxury swimwear editorial", "influences": ["fashion magazine", "resort glamour"], "color_grading": "cool background tones contrasted with warm skin tones", "texture_emphasis": "water droplets and skin sheen" }, "post_processing": { "retouching": "skin smoothing while preserving texture", "contrast_adjustment": "enhanced midtone contrast", "clarity": "increased on subject", "saturation": "slightly boosted colors in swimwear" }, "background": { "pattern": "uniform blue tile grid", "depth_cue": "darker water toward rear of pool", "distractions": "minimal, clean setting" }, "overall_impression": { "theme": "confident poolside glamour", "intended_use": "fashion editorial, swimwear promotion, social media feature", "visual_impact": "bold, sensual, polished" } }{ "identity_lock": { "reference_image_usage": "MANDATORY", "face_lock": true, "identity_strength": "ABSOLUTE", "instructions": [ "Keep the subject's real face EXACTLY the same as the reference image", "Maintain 100% identity accuracy with zero deviation", "Do NOT modify facial structure, skull shape, or proportions", "Do NOT alter jawline, cheekbones, chin, or forehead", "Do NOT change eye shape, eye size, eyelid structure, or eye spacing", "Do NOT change nose shape, bridge, nostrils, or tip", "Do NOT change lips shape, volume, or symmetry", "Do NOT change skin tone, undertone, or complexion", "Do NOT modify beard, facial hair density, or beard pattern", "Do NOT modify hairline, hair density, or hair direction", "Do NOT change age, gender traits, or expression", "No beautification, no stylization, no idealization", "No face swapping, no face morphing, no AI face reconstruction", "The person must be instantly recognizable as the same individual" ] }, "face_fidelity": { "texture_preservation": true, "preserve": [ "natural skin texture", "visible pores", "fine lines", "wrinkles", "asymmetry", "natural imperfections", "realistic micro-details" ], "forbidden_effects": [ "skin smoothing", "plastic skin", "beauty filters", "face sharpening", "symmetry correction", "AI beautification" ] }, "generation_rules": { "face_editing": "DISABLED", "facial_relighting_only": true, "allowed_changes": [ "lighting", "background", "camera angle", "clothing", "pose", "environment" ], "disallowed_changes": [ "any facial feature modification", "any identity alteration", "any aesthetic enhancement to the face" ] }, "quality_control": { "identity_confidence": "EXTREME", "realism_level": "PHOTOREALISTIC", "failure_condition": "If the face does not perfectly match the reference, the output is invalid" } }