Consistency_rules Do NOT modify face shape Prompts

{ "reference_source": "Use the uploaded reference image as the single source of truth", "identity_lock": { "face": "100% identical to reference image — same facial structure, eyes, nose, lips, jawline, skin texture, expression", "body": "Same body proportions, height, posture, shoulder width, waist, hips, limbs", "hair": "Same hairstyle, hairline, length, color, volume", "age": "Exact same apparent age as reference", "ethnicity": "Unchanged from reference" }, "consistency_rules": [ "Do NOT modify face shape", "Do NOT beautify, stylize, or alter facial features", "No AI face swap artifacts", "No face blending with other identities", "No body reshaping", "No weight gain or loss", "No added or removed tattoos, scars, or marks" ], "wardrobe": { "instruction": "Only change clothing if explicitly specified", "fit": "Clothing fits naturally and accurately to the same body", "fabric_behavior": "Realistic folds, tension, and shadows" }, "pose_and_scene": { "pose": "Preserve the same pose unless explicitly changed", "camera_angle": "Same camera height, distance, and lens perspective", "lighting": "Match original lighting direction, softness, and intensity", "environment": "Realistic environment with consistent scale and depth" }, "image_quality": { "realism": "Photorealistic, natural skin texture", "clarity": "Sharp focus on face and eyes", "resolution": "High-definition, clean details", "artifacts": "No blur, distortion, double face, broken anatomy" }, "negative_prompt": [ "different face", "face drift", "face mutation", "body distortion", "incorrect anatomy", "extra limbs", "blurred face", "plastic skin", "AI-generated look", "over-smoothing", "unreal lighting" ], "final_instruction": "The generated image must look like the SAME PERSON photographed again, not a variation or look-alike." } { "prompt": "Intimate full-body mirror selfie portrait of a young woman in bedroom, standing in front of large ornate gold-framed mirror, back turned slightly to show rear view while taking selfie with phone in one hand, long dark brown hair tied in high messy bun with loose strands, fair tan skin with natural glow and subtle texture, wearing ultra-sheer black lace lingerie set with intricate mesh panels, high-cut thong bottoms, garter straps connected to thigh-high stockings, thin spaghetti straps on bra top, silver metallic high-heel mules visible on feet, arched back and hips emphasized for seductive pose, one arm extended holding phone, other hand on mirror or hip, bedroom background with beige walls, white bed sheets, scattered books/candles, soft warm golden lamp light from side creating rim glow on body curves lace texture and hair, subtle blue LED accent from device, shallow depth of field, strong cinematic bokeh on mirror reflection and background, photorealistic sensual lingerie fashion selfie, high detail lace transparency skin pores hair strands garter straps heel shine and natural imperfections, shot on smartphone with slight wide-angle distortion typical for mirror shots, ultra detailed, 8k resolution", "negative_prompt": "cartoon, anime, illustration, painting, deformed, blurry, lowres, plastic skin, doll-like, heavy makeup overload, thick eyeliner, false lashes, filters, beauty filter, airbrushed skin, extra limbs, distorted proportions, asymmetrical face, harsh flash, cold lighting, day time, fully clothed, short hair, blonde hair, standing straight, no mirror, no phone, crowded room, text watermark, logo, ugly, bad anatomy, overexposed, underexposed, low contrast", "reference_image": { "enabled": true, "strength": 0.92, "description": "Extremely strong reference for exact composition and pose: young woman taking mirror selfie showing back/rear view, long dark hair in messy bun, sheer black lace lingerie with garter straps and high-cut bottoms, arched back emphasizing curves, phone in hand, ornate gold mirror frame, soft warm bedroom light with blue accent, seductive intimate vibe, high detail lace and skin texture" }, "style": "photorealistic intimate mirror selfie, sensual lingerie boudoir, warm golden bedroom lighting", "aspect_ratio": "3:4", "lighting": "soft warm golden lamp light from side, gentle rim light on back curves hair and lace, subtle blue LED fill from phone, realistic soft shadows and highlights", "camera": "smartphone mirror selfie (iPhone style), slight wide-angle distortion, natural low-key indoor light, minor grain for realism", "additional_details": [ "hair: dark brown-black, long, tied in high messy bun with loose flyaways and strands down back", "outfit: sheer black mesh lace bra and high-cut thong bottoms, garter straps with metal rings, thin straps, semi-transparent fabric clinging to body See less Nano Banana Recent Generating… { "reference_source": "Use the uploaded reference image as the single source of truth", "identity_lock": { "face": "100% identical to reference image — same facial structure, eyes, nose, lips, jawline, skin texture, expression", "body": "Same body proportions, height, posture, shoulder width, waist, hips, limbs", "hair": "Same hairstyle, hairline, length, color, volume", "age": "Exact same apparent age as reference", "ethnicity": "Unchanged from reference" }, "consistency_rules": [ "Do NOT modify face shape", "Do NOT beautify, stylize, or alter facial features", "No AI face swap artifacts", "No face blending with other identities", "No body reshaping", "No weight gain or loss", "No added or removed tattoos, scars, or marks" ], "wardrobe": { "instruction": "Only change clothing if explicitly specified", "fit": "Clothing fits naturally and accurately to the same body", "fabric_behavior": "Realistic folds, tension, and shadows" }, "pose_and_scene": { "pose": "Preserve the same pose unless explicitly changed", "camera_angle": "Same camera height, distance, and lens perspective", "lighting": "Match original lighting direction, softness, and intensity", "environment": "Realistic environment with consistent scale and depth" }, "image_quality": { "realism": "Photorealistic, natural skin texture", "clarity": "Sharp focus on face and eyes", "resolution": "High-definition, clean details", "artifacts": "No blur, distortion, double face, broken anatomy" }, "negative_prompt": [ "different face", "face drift", "face mutation", "body distortion", "incorrect anatomy", "extra limbs", "blurred face", "plastic skin", "AI-generated look", "over-smoothing", "unreal lighting" ], "final_instruction": "The generated image must look like the SAME PERSON photographed again, not a variation or look-alike." } { "prompt": "Intimate full-body mirror selfie portrait of a young woman in bedroom, standing in front of large ornate gold-framed mirror, back turned slightly to show rear view while taking selfie with phone in one hand, long dark brown hair tied in high messy bun with loose strands, fair tan skin with natural glow and subtle texture, wearing ultra-sheer black lace lingerie set with intricate mesh panels, high-cut thong bottoms, garter straps connected to thigh-high stockings, thin spaghetti straps on bra top, silver metallic high-heel mules visible on feet, arched back and hips emphasized for seductive pose, one arm extended holding phone, other hand on mirror or hip, bedroom background with beige walls, white bed sheets, scattered books/candles, soft warm golden lamp light from side creating rim glow on body curves lace texture and hair, subtle blue LED accent from device, shallow depth of field, strong cinematic bokeh on mirror reflection and background, photorealistic sensual lingerie fashion selfie, high detail lace transparency skin pores hair strands garter straps heel shine and natural imperfections, shot on smartphone with slight wide-angle distortion typical for mirror shots, ultra detailed, 8k resolution", "negative_prompt": "cartoon, anime, illustration, painting, deformed, blurry, lowres, plastic skin, doll-like, heavy makeup overload, thick eyeliner, false lashes, filters, beauty filter, airbrushed skin, extra limbs, distorted proportions, asymmetrical face, harsh flash, cold lighting, day time, fully clothed, short hair, blonde hair, standing straight, no mirror, no phone, crowded room, text watermark, logo, ugly, bad anatomy, overexposed, underexposed, low contrast", "reference_image": { "enabled": true, "strength": 0.92, "description": "Extremely strong reference for exact composition and pose: young woman taking mirror selfie showing back/rear view, long dark hair in messy bun, sheer black lace lingerie with garter straps and high-cut bottoms, arched back emphasizing curves, phone in hand, ornate gold mirror frame, soft warm bedroom light with blue accent, seductive intimate vibe, high detail lace and skin texture" }, "style": "photorealistic intimate mirror selfie, sensual lingerie boudoir, warm golden bedroom lighting", "aspect_ratio": "3:4", "lighting": "soft warm golden lamp light from side, gentle rim light on back curves hair and lace, subtle blue LED fill from phone, realistic soft shadows and highlights", "camera": "smartphone mirror selfie (iPhone style), slight wide-angle distortion, natural low-key indoor light, minor grain for realism", "additional_details": [ "hair: dark brown-black, long, tied in high messy bun with loose flyaways and strands down back", "outfit: sheer black mesh lace bra and high-cut thong bottoms, garter straps with metal rings, thin straps, semi-transparent fabric clinging to body  EDIT PROMPT (CLEAR & STRICT): Replace only the bikini she is currently wearing with the provided reference bikini. The new bikini must fit her perfectly and tightly, matching the reference exactly in color, fabric, cut, straps, and details. Do NOT change anything else. Preserve the same woman, same body, same proportions Keep the exact pose, angle, expression, lighting, background, and camera framing No changes to face, hair, skin tone, or body shape She remains default/slim as she already is (not fat, not obese, no body exaggeration) This is a wardrobe-only replacement. Everything except the bikini stays 100% identical to the original image. Negative instructions: No resizing or reshaping of the body No stylization or artistic changes No added accessories No changes to posture or anatomy No distortion or blur Result: Photorealistic, natural-looking bikini replacement that appears originally worn by her, with realistic fabric tension and clean edges.

The face should not change

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "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_real_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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "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", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_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": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "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_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_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "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_real_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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "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", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_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": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "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_real_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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "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", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_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": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "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" } }

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_cranial_contour_shifted"],"stage_5_hand_gate":["reject_if_finger_fusion","reject_if_prop_penetrates_hand","reject_if_knuckle_structure_lost"],"stage_6_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_7_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_8_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_9_temporal_gate":["reject_if_flicker","reject_if_head_scale_drift","reject_if_motion_breaks_identity","reject_if_temporal_skin_shimmer"]},"zone_validation":{"face":["geometry","volume","asymmetry","expression"],"skin":["pores","micro_texture","tone","undertone","imperfections","highlight_behavior","optical_truth"],"beard":["density","edge","pattern","irregularity"],"hair":["hairline","density","direction","mass","temple_pattern","sideburn_transition"],"ears":["shape","projection","lobe","attachment"],"hands":["finger_count","finger_separation","knuckles","nails_if_visible","prop_contact"],"transition":["jaw_neck","shadow","texture","tone"],"body":["proportion","mass","pose_constraints"],"scene":["accessories","wardrobe","objects","background","edge_cleanliness"]},"diagnostic_trace_policy":{"enabled":true,"record_failed_gate":true,"record_failed_zone":true,"record_failure_severity":true,"record_recovery_action":true,"record_export_block_reason":true},"validation":{"critical":["identity_preserved","no_face_contamination","skin_integrity_preserved","beard_pattern_preserved","hair_identity_preserved","ear_identity_preserved_if_visible","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","no_hand_anatomy_failure","no_accessory_drift","no_object_drift","no_background_shimmer","no_export_edge_defects"]},"pre_kling_export_gate":{"required":true,"conditions":["identity_preserved","natural_human_skin","no_plastic_effect","no_ai_signature","no_halos","no_double_edges","no_mask_traces","clean_occlusion_boundaries","stable_frame_base","motion_safe_for_3_to_6_seconds"],"otherwise":"DO_NOT_SEND_TO_KLING"},"failure_response":{"if_fail":["rollback_to_last_valid_frame","re_isolate_face_from_lighting","restore_beard_pattern_from_IMAGE1","restore_hair_identity_from_IMAGE1","restore_skin_texture","restore_accessory_geometry","restore_object_alignment","reject_output_if_not_recoverable"]},"realism_over_cinema_rule":{"priority":"human_realism_above_all","cinema_allowed_only_if_no_identity_damage":true,"cinema_must_serve_reality_not_replace_it":true},"execution_pipeline":["run_input_quality_gate","load_IMAGE1_face","lock_face_identity","lock_hair_ears_cranial_identity","apply_IMAGE2_body_constraints","lock_hand_anatomy_if_visible","extract_pose_vectors_from_IMAGE3_only","project_pose_to_IMAGE2_body_without_anatomy_transfer","transfer_IMAGE3_accessories_wardrobe_objects_background","apply_physical_face_lighting_only","apply_cinematic_style_to_non_identity_zones_only","run_stage_gates","run_zone_validation","run_cleanliness_gate","apply_temporal_stability","run_pre_kling_export_gate","final_validation_gate"],"final_output_rule":{"conditions":["100_percent_identity_preserved","99_percent_human_realism_target_met","natural_human_skin","no_plastic_effect","no_ai_signature","stable_across_frames","ready_as_source_for_KLING_3_0_03_to_06_sec"],"otherwise":"DO_NOT_OUTPUT"}}

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22_GOD_MODE", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything", "never_allow": [ "identity_drift", "ai_skin", "plastic_skin", "facial_reinterpretation", "geometry_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency", "respect_camera_focal_behavior", "preserve_identity_under_lens_variation", "no_lens_induced_face_warp" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "face_must_be_transferred_not_rebuilt" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute", "ear_shape": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true, "facial_microstructure_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "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", "no_smile_redesign", "no_eyebrow_reinterpretation" ] }, "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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation", "maintain_body_identity_across_frames" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose", "limit_extreme_pose_if_identity_risk" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "preserve_finger_structure", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "subsurface_scattering": "natural", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss", "uniform_skin" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect", "apply_highlight_rolloff_control", "maintain_real_skin_reflectance" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern", "natural_shadow_behavior" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face", "face_exclusion_from_color_grading": true }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached", "allow_breathing_motion_only" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ], "rules": [ "prevent_accumulated_variation", "force_reset_if_threshold_exceeded", "no_temporal_identity_shift" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation", "maintain_identity_across_time" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create", "no_inference_of_unseen_identity" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved", "no_guessing_under_occlusion" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "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_V22_GOD_MODE", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything", "never_allow": [ "identity_drift", "ai_skin", "plastic_skin", "facial_reinterpretation", "geometry_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency", "respect_camera_focal_behavior", "preserve_identity_under_lens_variation", "no_lens_induced_face_warp" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "face_must_be_transferred_not_rebuilt" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute", "ear_shape": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true, "facial_microstructure_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "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", "no_smile_redesign", "no_eyebrow_reinterpretation" ] }, "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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation", "maintain_body_identity_across_frames" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose", "limit_extreme_pose_if_identity_risk" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "preserve_finger_structure", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "subsurface_scattering": "natural", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss", "uniform_skin" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect", "apply_highlight_rolloff_control", "maintain_real_skin_reflectance" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern", "natural_shadow_behavior" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face", "face_exclusion_from_color_grading": true }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached", "allow_breathing_motion_only" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ], "rules": [ "prevent_accumulated_variation", "force_reset_if_threshold_exceeded", "no_temporal_identity_shift" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation", "maintain_identity_across_time" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create", "no_inference_of_unseen_identity" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved", "no_guessing_under_occlusion" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22_GOD_MODE", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything", "never_allow": [ "identity_drift", "ai_skin", "plastic_skin", "facial_reinterpretation", "geometry_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency", "respect_camera_focal_behavior", "preserve_identity_under_lens_variation", "no_lens_induced_face_warp" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "face_must_be_transferred_not_rebuilt" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute", "ear_shape": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true, "facial_microstructure_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "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", "no_smile_redesign", "no_eyebrow_reinterpretation" ] }, "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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation", "maintain_body_identity_across_frames" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose", "limit_extreme_pose_if_identity_risk" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "preserve_finger_structure", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "subsurface_scattering": "natural", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss", "uniform_skin" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect", "apply_highlight_rolloff_control", "maintain_real_skin_reflectance" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern", "natural_shadow_behavior" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face", "face_exclusion_from_color_grading": true }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached", "allow_breathing_motion_only" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ], "rules": [ "prevent_accumulated_variation", "force_reset_if_threshold_exceeded", "no_temporal_identity_shift" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation", "maintain_identity_across_time" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create", "no_inference_of_unseen_identity" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved", "no_guessing_under_occlusion" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22_GOD_MODE", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything", "never_allow": [ "identity_drift", "ai_skin", "plastic_skin", "facial_reinterpretation", "geometry_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency", "respect_camera_focal_behavior", "preserve_identity_under_lens_variation", "no_lens_induced_face_warp" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "face_must_be_transferred_not_rebuilt" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute", "ear_shape": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true, "facial_microstructure_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "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", "no_smile_redesign", "no_eyebrow_reinterpretation" ] }, "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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation", "maintain_body_identity_across_frames" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose", "limit_extreme_pose_if_identity_risk" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "preserve_finger_structure", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "subsurface_scattering": "natural", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss", "uniform_skin" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect", "apply_highlight_rolloff_control", "maintain_real_skin_reflectance" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern", "natural_shadow_behavior" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face", "face_exclusion_from_color_grading": true }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached", "allow_breathing_motion_only" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ], "rules": [ "prevent_accumulated_variation", "force_reset_if_threshold_exceeded", "no_temporal_identity_shift" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation", "maintain_identity_across_time" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create", "no_inference_of_unseen_identity" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved", "no_guessing_under_occlusion" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22_GOD_MODE", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything", "never_allow": [ "identity_drift", "ai_skin", "plastic_skin", "facial_reinterpretation", "geometry_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency", "respect_camera_focal_behavior", "preserve_identity_under_lens_variation", "no_lens_induced_face_warp" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "face_must_be_transferred_not_rebuilt" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute", "ear_shape": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true, "facial_microstructure_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "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", "no_smile_redesign", "no_eyebrow_reinterpretation" ] }, "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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation", "maintain_body_identity_across_frames" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose", "limit_extreme_pose_if_identity_risk" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "preserve_finger_structure", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "subsurface_scattering": "natural", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss", "uniform_skin" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect", "apply_highlight_rolloff_control", "maintain_real_skin_reflectance" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern", "natural_shadow_behavior" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face", "face_exclusion_from_color_grading": true }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached", "allow_breathing_motion_only" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ], "rules": [ "prevent_accumulated_variation", "force_reset_if_threshold_exceeded", "no_temporal_identity_shift" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation", "maintain_identity_across_time" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create", "no_inference_of_unseen_identity" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved", "no_guessing_under_occlusion" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22_GOD_MODE", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything", "never_allow": [ "identity_drift", "ai_skin", "plastic_skin", "facial_reinterpretation", "geometry_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" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency", "respect_camera_focal_behavior", "preserve_identity_under_lens_variation", "no_lens_induced_face_warp" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "face_must_be_transferred_not_rebuilt" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute", "ear_shape": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true, "facial_microstructure_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "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", "no_smile_redesign", "no_eyebrow_reinterpretation" ] }, "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_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation", "maintain_body_identity_across_frames" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose", "limit_extreme_pose_if_identity_risk" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "preserve_finger_structure", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "subsurface_scattering": "natural", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss", "uniform_skin" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect", "apply_highlight_rolloff_control", "maintain_real_skin_reflectance" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern", "natural_shadow_behavior" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face", "face_exclusion_from_color_grading": true }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached", "allow_breathing_motion_only" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ], "rules": [ "prevent_accumulated_variation", "force_reset_if_threshold_exceeded", "no_temporal_identity_shift" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation", "maintain_identity_across_time" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create", "no_inference_of_unseen_identity" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved", "no_guessing_under_occlusion" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "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", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "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_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": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }

{ "system_type": "strict_identity_preservation_governance_layer", "version": "V25_FULL_FORENSIC_LOCK", "core_principle": "IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE", "priority_hierarchy": [ "FACE", "SKIN", "BEARD", "EXPRESSION", "BODY", "SCENE" ], "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_POSE_ENVIRONMENT_ONLY" }, "identity_domain": { "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene", "direct_transfer_only", "body_has_higher_priority_than_pose", "scene_is_subordinate_to_identity" ] }, "body_dominance_enforcement": { "mode": "HARD_LOCK", "rules": [ "IMAGE2_overrides_IMAGE3_pose_distortion", "no_pose_based_body_stylization", "no_cinematic_body_refinement", "preserve_real_mass_distribution", "preserve_real_proportions_even_if_pose_breaks", "reject_if_body_becomes_editorial" ] }, "hard_override_system": { "body_vs_pose": { "mode": "ABSOLUTE_OVERRIDE", "rule": "if_pose_conflicts_with_body_identity_use_body_identity", "reject_if_body_deforms": true } }, "no_invention_law": { "rules": [ "if_not_present_in_IMAGE1_or_IMAGE2_do_not_create", "no_feature_generation", "no_face_reconstruction", "no_identity_inference" ] }, "occlusion_protocol": { "rules": [ "if_face_area_not_visible_in_IMAGE1_keep_unresolved", "do_not_generate_hidden_identity", "do_not_complete_missing_facial_data" ] }, "face_integration_pipeline": { "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_over_face_identity", "absolute_face_isolation_from_scene_styling", "absolute_face_isolation_from_color_grading", "absolute_face_isolation_from_contrast_stylization" ] }, "facial_lock_system": { "geometry_lock": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "subpixel_geometry_stability": true, "no_heroization": true }, "asymmetry_lock": { "preserve_eye_asymmetry": true, "preserve_mouth_asymmetry": true, "preserve_nose_asymmetry": true, "never_normalize_face": true }, "expression_lock": { "no_smile_redesign": true, "no_lip_compression_change": true, "no_eyebrow_reinterpretation": true, "no_eyelid_emotion_shift": true, "expression_base_from_IMAGE1": true, "mouth_width_lock": true, "lip_tension_lock": true, "lower_eyelid_lock": true, "micro_expression_freeze": true, "full_expression_freeze": true, "no_emotional_reinterpretation": true, "no_character_shift": true }, "expression_validation_system": { "compare_to_IMAGE1_expression": true, "max_deviation": 0.01, "detect_micro_tension_shift": true, "action_if_fail": "RESET_EXPRESSION" }, "beard_system": { "zone_lock": { "cheeks": "absolute_lock", "jawline": "absolute_lock", "chin": "absolute_lock", "mustache": "absolute_lock" }, "density_distribution_lock": true, "color_pattern_lock": true, "irregularity_map_lock": true, "no_uniform_beard": true, "no_smoothing": true, "no_density_reinterpretation": true, "preserve_patchiness": true }, "beard_validation_system": { "compare_to_IMAGE1_pattern": true, "density_map_similarity_threshold": 0.95, "irregularity_preservation_required": true, "action_if_fail": "RESTORE_FROM_REFERENCE" }, "skin_system": { "preserve_pores": true, "preserve_micro_texture": true, "preserve_tone": true, "preserve_undertone": true, "preserve_variation": true, "anti_beautification_layer": { "enabled": true, "block_smoothing": true, "block_skin_uniformity": true, "block_tone_compression": true, "block_ai_skin_signature": true }, "forbidden": [ "ai_skin", "plastic_skin", "skin_smoothing", "beautification", "uniform_skin" ], "dirt_application": { "mode": "physical_interaction_only", "no_overlay": true, "no_global_tint": true, "respect_pore_structure": true } }, "skin_validation_system": { "detect_smoothing": true, "detect_texture_loss": true, "detect_tone_uniformity": true, "thresholds": { "texture_loss_max": 0.02, "tone_variation_min": 0.85 }, "action_if_fail": "REJECT_FRAME" }, "lighting_separation": { "face_lighting": { "mode": "STRICT_ISOLATION", "allowed_effect": "volume_perception_only", "forbidden": [ "tone_shift", "undertone_shift", "contrast_stylization", "cinematic_tint", "texture_flattening", "highlight_burnout", "cinematic_shadow_sculpting" ] }, "body_lighting": { "cinematic_allowed": true }, "scene_lighting": { "cinematic_allowed": true } }, "face_isolation_enforcement": { "block_micro_shadow_sculpting": true, "block_local_contrast_boost": true, "block_dynamic_range_face_adjustment": true, "face_must_remain_photometric_consistent": true }, "face_neck_continuity": { "jaw_neck_transition_lock": true, "tone_continuity": true, "texture_continuity": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "shoulder_width_lock": true, "neck_to_shoulder_relation_lock": true, "arm_mass_lock": true, "forearm_thickness_lock": true, "torso_length_lock": true, "hand_to_body_ratio_lock": true, "no_body_stylization": true, "no_body_slimming": true, "no_muscle_reinterpretation": true, "preserve_mass_distribution": true }, "body_thresholds": { "shoulder_variation_percent": 0.01, "torso_length_variation_percent": 0.01, "arm_thickness_variation_percent": 0.015, "hand_ratio_variation_percent": 0.01 }, "pose_system": { "pose_source": "IMAGE3", "adapt_body_only": true, "never_modify_face_pose_geometry": true, "respect_body_constraints_from_IMAGE2": true, "pose_is_secondary_to_body_identity": true }, "validation": { "critical": [ "identity_preserved", "body_matches_IMAGE2", "no_face_contamination", "skin_is_biological", "beard_pattern_preserved", "no_expression_shift", "no_body_stylization" ] }, "rejection_system": { "priority_order": [ "FACE", "BODY", "SKIN", "BEARD", "EXPRESSION" ], "rules": [ "if_face_fails_reject_immediately", "if_body_fails_reject", "if_skin_fails_reject", "if_beard_fails_restore_or_reject", "if_expression_fails_reset" ] }, "final_output_rule": { "conditions": [ "100_percent_identity_preserved", "body_matches_real_mass", "natural_human_skin", "no_plastic_effect", "no_ai_signature", "expression_unchanged" ], "otherwise": "DO_NOT_OUTPUT" } }