Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - large default chest size and shape (realistic softness and gravity,) - small waist, wide hips, REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and large glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. well curly hair, natural and realistic.", " "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - large default chest size and shape (realistic softness and gravity,) - small waist, wide hips, REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and large glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. well curly hair, natural and realistic.", " "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - large default chest size and shape (realistic softness and gravity,) - small waist, wide hips, REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and large glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. well curly hair, natural and realistic.", " "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - large default chest size and shape (realistic softness and gravity,) - small waist, wide hips, REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and large glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. well curly hair, natural and realistic.", " "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - large default chest size and shape (realistic softness and gravity,) - small waist, wide hips, REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and large glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. well curly hair, natural and realistic.", " "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. Fully blonde hair, natural and realistic.", "hair": { "color": "Natural blonde (no auburn, no red tones)", "style": "Loose and slightly wet-looking from seawater, natural texture with individual strands visible", "volume": "Soft volume, not styled" }, "skin": { "tone": "Fair to light neutral tone (NOT heavily tanned)", "details": "Ultra-realistic skin texture with visible pores, faint freckles across the nose and upper cheeks, subtle natural sheen", "imperfections": "Fine peach fuzz, natural color variation, micro shadows" }, "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "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": "studio_fashion_editorial_portrait", "composition": { "framing": "medium portrait", "camera_angle": "slightly elevated", "perspective": "straight-on with gentle downward angle", "subject_position": "center-left with large negative space on right", "crop": "mid-torso to head", "visual_balance": "asymmetrical, subject weighted to lower-left", "depth": "flat depth with seamless white background" }, "subject": { "count": 1, "gender_presentation": "female", "pose": "seated, torso leaning forward, chin resting on fist, opposite arm folded across lap", "expression": "introspective, calm, subtly assertive", "gaze_direction": "direct to camera with slight upward eye angle", "skin_tone": "medium warm", "body_type": "curvy, hourglass", "skin_condition": "smooth, evenly lit with natural satin finish", "hair": { "color": "dark brown", "style": "loose, straight with slight natural wave", "length": "past shoulders", "parting": "center" }, "makeup": { "overall": "clean studio glam", "eyes": "defined eyeliner with subtle wing, mascara", "brows": "natural full shape", "lips": "deep rose satin", "complexion": "even, soft matte with gentle highlights" }, "accessories": { "earrings": "medium gold hoop earrings", "bracelet": "gold cuff bracelet", "rings": "bold gold statement ring", "nails": "dark polish" } }, "wardrobe": { "type": "dress", "style": "minimalist bodycon midi dress", "color": "sage green", "cut": "spaghetti straps, scoop neckline", "fabric": "stretch jersey or knit", "fit": "form-fitting with smooth drape" }, "environment": { "location": "studio", "setting": "white seamless backdrop", "background_elements": [ "plain white background", "studio floor" ], "color_palette": { "dominant": ["white", "sage green"], "secondary": ["gold", "warm skin tones"] } }, "lighting": { "type": "studio soft light", "source": "large diffused key light", "direction": "front-left", "contrast": "low", "highlights": "soft highlights on cheekbones, shoulders, and collarbone", "shadows": "very soft, minimal shadow falloff", "mood": "calm, refined, editorial" }, "technical_details": { "sharpness": "high facial and fabric sharpness", "focus": "sharp focus on face and upper body", "noise": "minimal", "dynamic_range": "high with clean whites", "lens_characteristics": "portrait focal length with minimal distortion" }, "artistic_style": { "aesthetic": "minimal modern fashion", "influences": [ "editorial studio portraiture", "contemporary fashion campaigns" ], "color_grading": "neutral with warm skin emphasis", "texture_emphasis": "fabric stretch, skin smoothness, metallic jewelry" }, "post_processing": { "retouching": "professional skin retouch preserving natural texture", "contrast_adjustment": "subtle", "clarity": "moderate", "saturation": "controlled, natural", "background_cleanup": "uniform white balancing" }, "background": { "pattern": "solid white", "depth_cue": "none, flat studio plane", "distractions": "none" }, "overall_impression": { "theme": "quiet confidence and modern elegance", "intended_use": "fashion editorial, portfolio imagery, brand lookbook", "visual_impact": "clean, poised, sophisticated" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - large default chest size and shape (realistic softness and gravity,) - small waist, wide hips, REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment. { "meta_data": { "style": "iPhone Pro Max Photography (Influencer Aesthetic)", "aspect_ratio": "4:5", "realism_level": "EXTREME / HYPERREALISTIC" }, "identity_enforcement": { "priority": "CRITICAL", "instruction": "Use the uploaded reference images to preserve the exact face identity, bone structure, eye spacing, nose shape, lips, jawline, hairline, height perception, and full body proportions. No identity blending, no beautification, no face drift.", "body_constraints": [ "Same hip width and lower-body volume as reference", "Naturally puffy hips and large glutes with realistic gravity", "No slimming, tightening, or aesthetic normalization" ] }, "prompt_components": { "subject": { "description": "Adult young woman (21+), identical to the uploaded reference model. well curly hair, natural and realistic.", " "body": { "physique": "Athletic yet curvy feminine build", "hips": "Naturally puffy and rounded with realistic softness and weight", "posture": "Prone position, lying face-down on the sand with upper body twisted back over the shoulder" }, "pose": { "position": "Lying flat on the beach sand", "action": "Upper torso twisted to look back directly at the camera over her shoulder", "effect": "Natural compression of hips and thighs against the sand, emphasizing realistic curves" }, "attire": { "bikini": { "type": "Matte black string bikini", "fit": "Natural fit with realistic fabric tension and wrinkles", "interaction": "Sand lightly clinging to fabric edges" } } }, "environment": { "setting": "Clean natural beach environment", "foreground": "Bright, coarse beach sand at ground-level perspective", "interaction": "Sand visibly sticking to the lower hips, buttocks, and upper thighs with high detail", "background": { "elements": "Turquoise sea and natural coastal rocks", "focus": "Slightly blurred using computational portrait depth" } }, "lighting": { "time": "Late morning", "type": "Bright natural daylight", "quality": "Soft but strong sunlight", "effects": [ "Natural rim light outlining the back, hips, and hair", "Soft frontal fill preserving detail in shadows", "High dynamic range without harsh contrast" ] }, "camera_gear": { "device": "iPhone 16 Pro Max", "lens": "Telephoto 77mm (3x)", "mode": "Portrait Mode with computational depth", "framing": "Tight medium close-up (chest to mid-thigh)", "angle": "Low sand-level angle for realism" }, "processing": { "color_science": "Apple ProRAW", "texture_engine": "Deep Fusion", "grading": "Natural vivid tones (neutral skin, cyan/turquoise water, true black bikini)", "look": "Shot on iPhone realism, not cinematic" }, "imperfections": { "details": [ "Visible sand grains with sharp edges", "Skin compression marks from lying on sand", "Subtle digital noise only in deepest shadows", "Realistic wet/dry contrast in hair and skin" ] } }, "full_prompt_string": "Shot on iPhone 16 Pro Max, 77mm Telephoto. Hyperrealistic influencer-style beach portrait of the SAME adult blonde woman from the reference images, lying prone on bright coarse sand in a matte black string bikini. She twists her upper body to look back over her shoulder directly at the camera. Extreme texture fidelity: visible pores, faint freckles, peach fuzz, and coarse sand tightly clinging to the naturally puffy hips, buttocks, and upper thighs. Fair natural skin tone, fully blonde hair with a subtle wet look. Late-morning sunlight with soft rim light outlining the curves. Smart HDR, Deep Fusion, ProRAW color science, realistic portrait depth, low sand-level angle, 4:5 vertical composition.", "negative_prompt": [ "auburn hair", "red hair", "over-tanned skin", "beauty filters", "plastic skin", "cinematic lighting", "DSLR look", "studio setup", "over-sculpted anatomy", "flattened hips", "slimmed body", "CGI", "3D render", "illustration", "cartoon", "airbrushed texture", "exaggerated bokeh", "harsh shadows", "extra limbs", "distorted anatomy" ] }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }