Forbidden_on_face micro skin shifts Prompts

{"system_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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_type":"strict_identity_preservation_governance_layer","version":"V27_NBR_K3_TERMINAL_FORENSIC_EXECUTABLE","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","EXPRESSION","BODY","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","skin_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.005,"limits":{"max_variation":0.0005,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction"],"stage_4_integration_gate":["reject_if_jaw_neck_cut","reject_if_beard_regularized","reject_if_color_contamination_on_face","reject_if_shadow_cleanup_beautifies_face"],"stage_5_scene_gate":["reject_if_accessory_drift","reject_if_object_redesign","reject_if_background_shimmer","reject_if_wardrobe_restyle_occurs"],"stage_6_cleanliness_gate":["reject_if_halo_edges","reject_if_double_contours","reject_if_mask_visibility","reject_if_occlusion_errors"],"stage_7_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"],"beard":["density","edge","pattern","irregularity"],"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","jaw_neck_transition_preserved","no_eye_shape_drift","no_head_scale_drift","no_body_temporal_drift","no_expression_shift","no_highlight_plasticity","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_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","apply_IMAGE2_body_constraints","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"}}

{ "template_name": "MARRLONN2027_V65_TERMINAL_CONDITIONAL_IMAGE3_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_MULTI_GENDER_DYNAMIC_IMAGE3_TEMPLATE", "version": "V65_TERMINAL_SEALED_MATRIX_PRIORITY_MICROSKIN_CANON_EOS_R50_KLING3_READY", "core_mission": "Create one final master still image with absolute IMAGE1 face identity, biological skin truth, age, beard, eyes and human presence; absolute IMAGE2 body anatomy, body scale, anatomical limits, physical structure and body-to-clothing logic; and intelligent conditional IMAGE3 transfer based only on the main visible pose-driving subject in IMAGE3. If IMAGE3 main subject is visually male for transfer purposes, clone pose, wardrobe, clothing, outfit, background, image style, lighting, accessories, worn objects, carried objects and visible scene objects when coherent, while preserving IMAGE1 identity and IMAGE2 body anatomy. If IMAGE3 main subject is visually female for transfer purposes, clone pose, pose logic, framing, composition, background, lighting, image style, camera language, scene mood and environment only, but never clone clothing, wardrobe, accessories, jewelry, makeup, hairstyle, shoes attached to the subject, or any object worn, attached to, held by, or carried by the female subject. If IMAGE3 has no human subject, multiple ambiguous subjects, or unclear transfer category, copy only scene, camera language, lighting, background, environment and non-conflicting objects while preserving IMAGE2 wardrobe and body logic. The final result must feel like a real imperfect human photographed with a Canon EOS R50, not AI, CGI, beauty retouch, plastic skin, waxy skin, luxury ad, actor replacement, model replacement, generic human replacement, gender-contaminated body transfer, or generated poster. The still image must be stable for Kling 3.0 video generation from 3 to 6 seconds.", "absolute_governance_principle": "IMAGE1_IDENTITY_SKIN_LOCK + IMAGE2_BODY_ANATOMY_LOCK + IMAGE3_MAIN_SUBJECT_CLASSIFICATION + IMAGE3_TRANSFER_DECISION_MATRIX + MATRIX_PRIORITY_RULE + CONDITIONAL_WARDROBE_OBJECT_TRANSFER + REAL_REFERENCE_PRIORITY + EDIT_NOT_REBUILD_PRIORITY + MICROSKIN_REALISM + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + ZERO_PLASTIC_SKIN + ZERO_GENERATED_SCENE_FINISH + ANTI_POSE_DEFORMATION + STYLE_FIREWALL + CANON_EOS_R50_REAL_CAPTURE + KLING3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too clean, too polished, too glossy, too actor-like, too model-like, too luxury-ad-like, gender-contaminated, anatomically forced, plastic, waxy, smooth, falsely hyperreal, reconstructed from zero, or not biologically alive.", "success_definition": "The viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved IMAGE1 identity and skin truth, preserved IMAGE2 body reality, correct IMAGE3 transfer decision, visible pores, micro-wrinkles, natural asymmetry, believable hands, realistic clothing, imperfect scene texture, and Kling 3.0 stability.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_SKIN_AGE_BEARD_EYES", "2_IMAGE2_BODY_ANATOMY_SCALE_LIMITS", "3_IMAGE3_MAIN_SUBJECT_CLASSIFICATION_FOR_TRANSFER_ONLY", "4_IMAGE3_TRANSFER_DECISION_MATRIX", "5_MATRIX_PRIORITY_RULE", "6_CONDITIONAL_WARDROBE_ACCESSORY_OBJECT_TRANSFER", "7_REAL_REFERENCE_PIXEL_STRUCTURE_PRIORITY", "8_EDIT_NOT_REBUILD_PRIORITY", "9_FINAL_REAL_HUMAN_PERCEPTION", "10_MICROSKIN_REALISM", "11_STYLE_FIREWALL_AND_ANTI_BEAUTY_TRANSFER", "12_ANTI_POSE_BODY_DEFORMATION", "13_ANTI_GENERATED_SCENE_FINISH", "14_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "15_KLING3_VIDEO_STABILITY", "16_FAIL_FAST_REJECTION" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial_identity", "face_geometry", "eyes", "eyelids", "eyebrows", "nose", "mouth", "jaw", "cheeks", "chin", "forehead", "ears_when_visible", "neck_transition", "skin_tone", "individual_visible_pores", "irregular_pore_size", "skin_microtexture", "micro_wrinkles_around_eyes", "micro_wrinkles_around_mouth", "under_eye_texture", "subtle_redness", "small_blemishes", "minor_discoloration", "natural_asymmetry", "age_markers", "facial_fatigue", "beard_density", "beard_shape", "gray_beard_pattern", "mustache_texture", "random_beard_direction", "hairline", "real_biological_imperfection", "lived_in_human_presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer real skin truth from IMAGE1, never recreate a cleaner version", "preserve individual pores, irregular skin texture, micro-wrinkles, subtle redness and natural imperfections", "never improve attractiveness", "never normalize skin", "never clean the face", "never replace the subject with a generic realistic human", "never transfer identity, face geometry, age, skin style or beauty style from IMAGE3", "identity preservation overrides pose, wardrobe, style, scene, aesthetics and hyperrealism" ], "forbidden": [ "identity_drift", "generic_human_replacement", "celebrity_transfer", "actor_replacement", "model_replacement", "face_redesign", "beautification", "symmetry_correction", "youthification", "facial_slimming", "jaw_enhancement", "nose_refinement", "eye_enhancement", "lip_enhancement", "skin_smoothing", "skin_polishing", "skin_normalization", "makeup_effect", "cosmetic_cleanup", "plastic_skin", "waxy_skin", "porcelain_skin", "glass_skin", "AI_face", "perfect_idealized_face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_SCALE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body_mass", "body_proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural_body_weight", "real_posture_limitations", "body_density", "real_anatomical_weight", "base_physical_structure", "body_to_clothing_fit_logic" ], "mandatory_rules": [ "IMAGE2 controls body anatomy, body mass, body scale and anatomical limits", "pose must adapt to IMAGE2 body", "wardrobe must fit IMAGE2 body", "body must never adapt to an idealized pose, fashion silhouette or actor posture", "hands must remain anatomically believable and stable for Kling 3.0", "clothing cannot create a different body", "if IMAGE3 wardrobe conflicts with IMAGE2 anatomy, adapt wardrobe to IMAGE2 instead of changing body" ], "forbidden": [ "slimming", "muscle_invention", "hero_body_transformation", "fashion_body_stylization", "incorrect_anatomy", "long_arms", "short_arms", "deformed_hands", "wrong_body_scale", "catalog_body_correction", "fake_torso_taper", "mannequin_posture", "body_redesign_to_fit_IMAGE3" ] }, "IMAGE3": { "role": "CONDITIONAL_DYNAMIC_REFERENCE", "authority": "CONDITIONAL_BY_MAIN_VISIBLE_POSE_DRIVING_SUBJECT", "universal_allowed": [ "pose", "pose_logic", "camera_angle", "framing", "composition", "background", "environment", "scene_mood", "lighting_direction", "image_style", "apparent_camera_language", "vehicles", "architecture", "people_in_background", "birds", "non_conflicting_visible_scene_objects" ], "universal_forbidden": [ "face_contamination", "skin_contamination", "identity_override", "facial_geometry_override", "beauty_style_transfer", "cinematic_glamour_applied_to_face", "makeup_transfer", "skin_tone_replacement", "facial_expression_beautification", "celebrity_face_borrowing", "actor_charisma_transfer", "luxury_catalog_facial_treatment", "body_redesign_to_match_IMAGE3" ] } }, "image3_subject_classification_gate": { "enabled": true, "mandatory": true, "purpose": "Classify IMAGE3 only for transfer logic, never as personal identity judgment.", "primary_subject_detection": "Detect the main visible pose-driving subject in IMAGE3: the person most central to pose, framing, scale and composition.", "classification_basis": "Use visible presentation, wardrobe context, pose-driving role and scene function only for transfer logic; never infer personal identity, protected identity or real-life gender identity.", "classification_options": [ "visual_male_transfer_subject", "visual_female_transfer_subject", "multiple_subjects", "no_human_subject", "uncertain_or_ambiguous" ], "if_multiple_subjects": { "rule": "Select only the main pose-driving subject. Secondary people remain background or environment context only.", "do_not_copy": [ "wardrobe_from_secondary_people", "accessories_from_secondary_people", "objects_carried_by_secondary_people", "identity_or_skin_traits_from_any_IMAGE3_person" ] }, "if_no_human_subject": { "copy_from_IMAGE3": [ "background", "environment", "scene_mood", "lighting_direction", "camera_angle", "composition", "image_style", "vehicles", "architecture", "non_conflicting_objects" ], "keep_from_IMAGE2": [ "body_anatomy", "pose_if_no_user_pose_instruction_exists", "wardrobe_unless_explicitly_changed_by_user" ] }, "if_uncertain_or_ambiguous": { "rule": "Protect IMAGE1 and IMAGE2 first. Copy only pose, scene, lighting, background, camera language and non-gendered environment.", "do_not_guess_gendered_wardrobe": true, "do_not_copy_gendered_accessories": true, "do_not_copy_worn_attached_or_carried_objects": true } }, "matrix_priority_rule": { "enabled": true, "mandatory": true, "rule": "image3_transfer_decision_matrix is the supreme decision authority. image3_gender_conditional_transfer_system only executes the selected branch and must never contradict the matrix.", "conflict_resolution": [ "if matrix says copy, copy only within IMAGE1 identity and IMAGE2 anatomy limits", "if matrix says block, block absolutely", "if matrix and any other block conflict, matrix wins unless IMAGE1 identity or IMAGE2 anatomy would be harmed", "IMAGE1 identity and IMAGE2 anatomy remain higher than all IMAGE3 transfer rules" ] }, "image3_transfer_decision_matrix": { "enabled": true, "mandatory": true, "visual_male_transfer_subject": { "copy": [ "pose", "pose_logic", "body_orientation_translated_to_IMAGE2", "wardrobe", "clothing", "outfit", "fabric_style", "shoes_when_visible", "accessories", "neutral_or_masculine_jewelry", "watch", "glasses", "hat", "objects_held_by_subject", "objects_worn_by_subject", "objects_attached_to_subject", "background", "lighting", "image_style", "camera_language", "scene_mood", "environment", "vehicles", "architecture", "non_conflicting_scene_objects" ], "filters": [ "must_fit_IMAGE2_body", "must_not_change_IMAGE1_identity", "must_not_transfer_IMAGE3_skin_or_face", "must_not_deform_hands", "must_not_create_catalog_body", "must_not_create_CGI_fashion_render", "must_remain_Kling_stable" ], "male_wardrobe_body_lock": "When copying male IMAGE3 wardrobe, copy clothing design, visual outfit logic, fabric direction and accessory placement only; never copy IMAGE3 body mass, muscle structure, shoulder width, waist shape, height impression, posture anatomy or body identity over IMAGE2." }, "visual_female_transfer_subject": { "copy": [ "pose", "pose_logic", "body_orientation_translated_to_IMAGE2", "camera_angle", "framing", "composition", "background", "lighting", "image_style", "camera_language", "scene_mood", "environment", "vehicles", "architecture", "people_in_background", "birds", "non_attached_scene_props", "non_conflicting_environmental_objects" ], "block": [ "female_clothing", "female_wardrobe", "female_outfit", "female_vestments", "female_shoes_attached_to_subject", "female_accessories", "female_jewelry", "earrings", "female_bracelets", "female_necklaces", "female_rings", "female_watch_if_gender_coded", "female_makeup", "female_hairstyle", "female_body_traits", "female_glamour_cues", "handbag", "purse", "neckline", "cleavage_styling", "female_fabric_drape", "female_body_fitting_silhouette", "female_jewelry_dependent_hand_pose", "any_wearable_item", "any_carried_item", "any_handheld_item", "any_attached_item", "any_body_dependent_item", "any_gender_coded_item", "any_fashion_dependent_item_from_female_subject" ], "female_subject_absolute_wearable_block": "No wearable, carried, handheld, attached, body-dependent, gender-coded, fashion-dependent, jewelry-dependent, makeup-dependent, hairstyle-dependent, or silhouette-dependent element from the female IMAGE3 subject may transfer to the final subject.", "keep_from_IMAGE2": [ "final_clothing", "final_wardrobe", "body_anatomy", "body_proportions", "body_scale", "base_body_to_clothing_logic" ] }, "multiple_subjects": { "rule": "Use only main pose-driving subject for transfer. Secondary people stay as background context.", "block_secondary_subject_transfer": true }, "no_human_subject": { "copy": [ "scene", "camera_language", "lighting", "background", "environment", "objects", "vehicles", "architecture", "image_style" ], "keep_from_IMAGE2": [ "body", "wardrobe", "pose_unless_user_explicitly_requests_pose_change" ] }, "uncertain_or_ambiguous": { "copy": [ "pose_if_clear", "scene", "lighting", "background", "camera_language", "environment" ], "keep_from_IMAGE2": [ "body", "wardrobe", "presentation" ], "block": [ "gendered_clothing", "gendered_accessories", "worn_objects", "attached_objects", "carried_objects" ] } }, "image3_gender_conditional_transfer_system": { "enabled": true, "mandatory": true, "execution_rule": "Execute only the branch selected by image3_transfer_decision_matrix. Do not override the matrix.", "if_IMAGE3_subject_is_male": { "copy_from_IMAGE3": [ "pose", "pose_logic", "body_orientation_translated_intelligently", "camera_angle", "framing", "composition", "background", "environment", "scene_mood", "lighting_direction", "image_style", "apparent_camera_language", "wardrobe", "clothing", "outfit", "fabric_style", "shoes_when_visible", "accessories", "jewelry_if_masculine_or_neutral", "watch", "glasses", "hat", "objects_held_by_the_male_subject", "objects_worn_by_the_male_subject", "objects_attached_to_the_male_subject", "vehicles", "architecture", "people_in_background", "birds", "non_conflicting_visible_scene_objects" ], "adaptation_rules": [ "clone male IMAGE3 wardrobe and accessories when visually coherent", "fit IMAGE3 wardrobe to IMAGE2 body anatomy and proportions", "translate IMAGE3 pose through IMAGE2 body limits", "preserve IMAGE2 body mass and scale even when copying IMAGE3 outfit", "do not reshape IMAGE2 body to force IMAGE3 wardrobe", "do not alter IMAGE1 face, skin, beard, age, eyes, or identity", "objects and accessories must remain physically plausible and naturally integrated", "if male IMAGE3 wardrobe conflicts with IMAGE2 anatomy, adapt wardrobe instead of changing body", "copy male clothing design only; never copy male IMAGE3 body over IMAGE2" ], "object_accessory_risk_filter": { "block_if": [ "covers_or_deforms_face", "breaks_hands", "forces_extra_fingers", "creates_glossy_AI_look", "creates_unstable_reflections", "creates_identity_drift", "creates_Kling_instability", "creates_scene_overload", "looks_like_CGI_prop" ] } }, "if_IMAGE3_subject_is_female": { "copy_from_IMAGE3": [ "pose", "pose_logic", "body_orientation_translated_intelligently", "camera_angle", "framing", "composition", "background", "environment", "scene_mood", "lighting_direction", "image_style", "apparent_camera_language", "vehicles", "architecture", "people_in_background", "birds", "non_attached_scene_props", "non_conflicting_environmental_objects" ], "keep_from_IMAGE2": [ "final_clothing", "final_wardrobe", "body_anatomy", "body_proportions", "body_scale", "presentation_consistency", "base_body_to_clothing_logic" ], "strict_rule": "If IMAGE3 subject is visually female for transfer purposes, copy pose, pose logic, scene, background, lighting, image style, camera style, environment and non-attached scene elements only. Do not copy any wearable, carried, handheld, attached, body-dependent, gender-coded, fashion-dependent, jewelry-dependent, makeup-dependent, hairstyle-dependent, silhouette-dependent item or body styling from the female subject." }, "universal_rules": [ "IMAGE1 always controls face, identity, skin, beard, age and human truth", "IMAGE2 always controls body anatomy, body scale and anatomical limits", "IMAGE3 never controls identity or skin", "pose must be anatomically translated through IMAGE2", "final result must remain real human, imperfect, non-plastic, non-beautified and Canon EOS R50 believable" ] }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "skin_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true, "forbid_fake_procedural_texture": true, "forbid_skin_reinterpretation": true }, "body_domain": { "source": "IMAGE2", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "wardrobe_domain": { "source": "CONDITIONAL", "influence": "CONTROLLED", "mode": "IMAGE3_IF_MALE__IMAGE2_IF_IMAGE3_FEMALE_NO_HUMAN_UNCERTAIN_OR_INCOMPATIBLE", "rules": [ "if IMAGE3 main subject is male, copy wardrobe, clothing, outfit, accessories and worn/carried objects when coherent", "copy male IMAGE3 wardrobe design only; never copy IMAGE3 male body mass, muscles, shoulders, waist or body identity", "if IMAGE3 main subject is female, do not copy wardrobe, clothing, accessories, jewelry, makeup, hairstyle, or worn/carried/attached objects", "if IMAGE3 has no human subject, preserve IMAGE2 wardrobe unless user explicitly requests a change", "if transfer category is uncertain, preserve IMAGE2 wardrobe and copy only pose, scene, lighting and camera language", "wardrobe must always fit IMAGE2 body anatomy", "wardrobe must never alter IMAGE1 identity or IMAGE2 body structure" ] }, "pose_domain": { "source": "IMAGE3", "influence": "CONTROLLED", "mode": "TRANSLATE_THROUGH_IMAGE2_BODY_LIMITS" }, "object_domain": { "source": "CONDITIONAL", "influence": "FILTERED", "mode": "MALE_HELD_WORN_ATTACHED_OBJECTS_ALLOWED_IF_COHERENT__FEMALE_ONLY_ENVIRONMENT_OBJECTS", "rules": [ "if IMAGE3 subject is male, copy held, worn, attached and environmental objects when coherent and stable", "if IMAGE3 subject is female, copy only environmental objects not worn, attached to, or carried by the female subject", "objects must not change identity, body, hands or human realism", "objects must remain stable for Kling 3.0" ] }, "style_domain": { "source": "IMAGE3", "influence": "CONTROLLED", "allowed": [ "color_mood", "camera_angle", "framing", "composition", "contrast_level", "lighting_direction", "texture_of_capture", "photo_or_video_language" ], "forbidden": [ "beauty_skin_style", "glamour_facial_lighting", "plastic_highlights", "fake_HDR", "poster_render_finish", "CGI_material_style", "skin_smoothing_style", "luxury_ad_polish_on_face" ] }, "lighting_domain": { "source": "IMAGE3", "influence": "DIRECTION_AND_ENVIRONMENT_ONLY", "mode": "FACE_SKIN_RESPONSE_FROM_IMAGE1", "forbid_beauty_lighting_on_face": true, "forbid_skin_washout": true, "forbid_glamour_fill": true, "forbid_fake_cinematic_skin_softening": true } }, "style_firewall": { "enabled": true, "mandatory": true, "allowed_from_IMAGE3": [ "camera_angle", "framing", "composition", "color_mood", "lighting_direction", "contrast_level", "photo_or_video_capture_language", "background_atmosphere", "environmental_mood" ], "forbidden_from_IMAGE3": [ "beauty_skin", "glamour_face", "makeup_look", "plastic_highlights", "fake_HDR", "luxury_ad_polish", "skin_smoothing", "poster_render_finish", "CGI_material_style", "actor_face_energy", "model_face_finish", "commercial_beauty_grade" ], "rule": "IMAGE3 style may guide camera, light, mood and composition, but must never contaminate IMAGE1 face, skin, age, beard, human presence or natural imperfection." }, "real_reference_pixel_priority": { "enabled": true, "mandatory": true, "priority": "DOMINANT", "purpose": "Reduce generated-looking output by preserving real visual structure from IMAGE1 and IMAGE2 whenever possible.", "rules": [ "prioritize real facial structure from IMAGE1 instead of rebuilding a new face", "prioritize real skin texture logic from IMAGE1 instead of inventing new skin", "prioritize real body geometry from IMAGE2 instead of reconstructing a synthetic body", "preserve real asymmetry, age markers, facial fatigue and imperfect human cues", "do not over-generate areas that already work in IMAGE1 or IMAGE2", "perform controlled adaptation, not total reinterpretation", "never generate a new subject when the real reference structure can be preserved" ], "forbidden": [ "full_synthetic_facial_reconstruction", "new_skin_generated_over_IMAGE1_truth", "generic_realistic_face_replacement", "body_redesign_from_scratch", "AI_cleaned_version_of_subject", "reference_ignored_in_favor_of_prompt_aesthetics" ] }, "edit_not_rebuild_priority": { "enabled": true, "mandatory": true, "priority": "DOMINANT_WITH_REAL_REFERENCE_PRIORITY", "rule": "When real reference images provide usable face, skin, body, clothing, hands or posture structure, preserve and adapt them instead of rebuilding the subject from zero.", "forbidden": [ "full_subject_regeneration", "full_synthetic_body_reconstruction", "new_AI_face_over_real_IMAGE1_identity", "new_AI_skin_replacing_IMAGE1_skin_truth", "new_AI_body_replacing_IMAGE2_body_truth", "full_scene_regeneration_that_overrides_reference_subject" ] }, "micro_skin_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "requirements": [ "individual_visible_pores", "irregular_pore_size", "skin_microtexture", "micro_wrinkles_around_eyes", "micro_wrinkles_around_mouth", "forehead_texture", "under_eye_texture", "subtle_redness", "minor_blemishes", "tiny_discolorations", "natural_asymmetry", "real_beard_root_texture", "non_uniform_cheek_texture", "non_uniform_forehead_texture", "real_face_to_neck_transition", "small_real_imperfections_inherited_from_IMAGE1" ], "strict_forbidden": [ "airbrushed_skin", "beauty_skin", "cosmetic_cleanup", "pore_removal", "fake_pore_overlay", "procedural_pore_stamping", "over_sharpened_pore_texture", "plastic_highlights", "waxy_subsurface", "porcelain_effect", "smooth_cheek_gradient", "AI_skin_texture", "skin_made_cleaner_than_IMAGE1", "foundation_look" ], "specular_policy": { "allowed": [ "minimal_natural_human_skin_reflectance", "subtle_non_cosmetic_skin_response_only_when_physically_plausible" ], "forbidden": [ "invented_sweat_drops", "visible_oil_effect_unless_explicitly_requested", "cosmetic_shine", "beauty_gloss", "wet_render_skin", "uniform_shiny_face", "makeup_glow", "plastic_shine" ] } }, "humanity_over_hyperrealism_rule": { "enabled": true, "mandatory": true, "priority": "RAW_HUMANITY_OVER_DECORATIVE_HYPERREALISM", "rule": "Human realism is more important than hyperreal detail. If hyperrealism creates plastic skin, synthetic lighting, luxury render finish, CGI texture, poster aesthetics, over-detail, false sharpness, or unnatural perfection, reduce hyperrealism and preserve raw photographic humanity.", "reject_if": [ "hyperreal_detail_looks_synthetic", "skin_detail_looks_procedural", "lighting_looks_like_render", "scene_looks_like_luxury_ad", "human_subject_looks_too_perfect", "camera_look_feels_fake" ] }, "anti_pose_body_deformation_system": { "enabled": true, "mandatory": true, "rules": [ "clone IMAGE3 pose but translate it through IMAGE2 body anatomy", "do not break shoulders", "do not elongate arms", "do not shrink torso", "do not slim waist", "do not force feminine posture when IMAGE3 subject is female", "do not force hands into object-dependent female accessory poses", "reduce pose accuracy if anatomy, identity, hands or Kling stability are at risk" ], "reject_if": [ "pose_changes_body_mass", "pose_deforms_hands", "pose_breaks_shoulders", "pose_feminizes_subject_when_not_desired", "pose_creates_mannequin_posture", "pose_creates_unstable_Kling_geometry" ] }, "anti_generated_scene_finish": { "enabled": true, "mandatory": true, "forbidden": [ "perfect_mansion_render", "overly_clean_background", "repetitive_stone_texture", "over_glossy_car_paint", "catalog_car_reflections", "impossible_chrome_reflections", "luxury_ad_finish", "polished_showroom_look", "fake_cinematic_poster_lighting", "CGI_environment", "AI_background_blend", "overprocessed_clarity", "perfect_global_sharpness", "plastic_material_response", "scene_cleaner_than_reality" ], "requirements": [ "scene_must_feel_physically_real", "background_must_contain_natural_imperfections", "materials_must_have_plausible_real_world_response", "contact_shadows_must_be_believable", "subject_must_integrate_naturally_into_scene", "environment_realism_must_support_human_subject_not_overpower_it" ] }, "real_human_perception_system": { "enabled": true, "mandatory": true, "requirements": [ "biologically_alive_presence", "real_facial_gravity", "organic_facial_tension", "calm_natural_expression", "subtle_facial_asymmetry", "real_skin_imperfection", "ordinary_human_texture", "realistic_face_neck_transition", "real_body_weight", "real_clothing_tension", "non_mannequin_posture", "real_interaction_with_objects" ], "reject_if": [ "subject_feels_synthetic", "subject_feels_generated", "subject_feels_too_clean", "skin_looks_perfect", "eyes_look_synthetic", "expression_feels_frozen", "face_looks_corrected", "humanity_is_achieved_by_changing_identity" ] }, "body_hands_wardrobe_system": { "enabled": true, "body_source": "IMAGE2", "wardrobe_source": "CONDITIONAL_IMAGE3_MALE_OR_IMAGE2_FEMALE_NO_HUMAN_UNCERTAIN_CONFLICT", "pose_source": "IMAGE3_CONTROLLED", "hands_rules": [ "five_fingers", "natural_hand_proportion", "real_knuckles", "real_fingernail_structure", "subtle_finger_wrinkles", "natural_finger_curvature", "correct_wrist_connection", "real_contact_pressure", "hands_must_not_look_flat", "hands_must_not_look_waxy", "hands_must_not_align_unnaturally", "no_floating_hands", "no_fused_fingers", "no_extra_fingers", "no_mannequin_hands" ], "wardrobe_rules": [ "if_IMAGE3_subject_is_male_wardrobe_clothing_outfit_and_coherent_accessories_may_be_copied_from_IMAGE3", "if_IMAGE3_subject_is_male_copy_wardrobe_design_only_never_body_mass_or_body_identity", "if_IMAGE3_subject_is_female_wardrobe_must_follow_IMAGE2_and_female_clothing_accessories_from_IMAGE3_are_blocked", "if_IMAGE3_has_no_human_subject_or_is_ambiguous_preserve_IMAGE2_wardrobe_unless_user_explicitly_requests_otherwise", "wardrobe_must_always_fit_IMAGE2_body_anatomy", "clothing_must_not_reshape_shoulders", "clothing_must_not_slim_torso", "fabric_tension_must_follow_real_body_mass", "fabric_must_show_real_texture_natural_folds_and_non_perfect_wear" ] }, "camera_and_rendering_system": { "camera_model": "Canon EOS R50", "capture_intent": "real unretouched camera photograph", "look": "natural Canon EOS R50 real-world capture", "rules": [ "natural_color", "balanced_exposure", "no_blown_highlights", "plausible_optics", "realistic_depth_of_field", "natural_shadow_falloff", "real_microcontrast", "no_over_sharpening", "no_over_grading", "no_fake_HDR", "no_beauty_grade", "real_material_response", "no_CGI_render_finish", "no_computational_skin_smoothing" ], "lens_policy": { "portrait_closeup": "85mm portrait feeling only when composition is close-up and appropriate", "full_body_or_vehicle_scene": "use natural Canon EOS R50 perspective appropriate for the scene; do not force 85mm if it distorts composition" } }, "kling3_preparation": { "ready_for_video": true, "duration": "3_to_6_seconds", "must_survive": [ "identity_continuity", "skin_continuity", "eye_stability", "beard_edge_stability", "hand_integrity", "clothing_stability", "geometry_stability", "subject_background_integration", "zero_shimmer", "zero_warp", "stable_object_contact", "stable_face_outline", "stable_neck_and_collar", "stable_material_reflections" ], "forbidden": [ "latent_AI_skin", "synthetic_eyes", "overpolished_face", "ambiguous_facial_texture", "unstable_hands", "unclear_edges", "flicker_prone_glossy_face", "AI_edge_halos", "clothing_seams_likely_to_crawl", "glossy_zones_likely_to_flicker" ] }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "plastic_skin", "waxy_skin", "beauty_face", "generated_scene_finish", "deformed_hands", "extra_fingers", "fused_fingers", "broken_wrists", "wardrobe_changes_body", "pose_breaks_anatomy", "female_IMAGE3_wearable_transfer", "female_IMAGE3_carried_object_transfer", "female_IMAGE3_handheld_object_transfer", "female_IMAGE3_attached_object_transfer", "male_IMAGE3_body_transfer", "style_contaminates_IMAGE1_skin", "full_subject_regeneration", "unstable_for_Kling" ] }, "validation_gate": { "must_pass": [ "same_person_as_IMAGE1", "same_skin_truth_as_IMAGE1", "same_body_reality_as_IMAGE2", "correct_IMAGE3_main_subject_classification_for_transfer_only", "image3_transfer_decision_matrix_followed", "correct_conditional_IMAGE3_transfer", "if_IMAGE3_is_male_coherent_wardrobe_clothing_accessories_and_objects_are_copied_when_physically_plausible", "if_IMAGE3_is_male_only_clothing_design_is_copied_not_BODY_from_IMAGE3", "if_IMAGE3_is_female_clothing_wardrobe_accessories_jewelry_makeup_hairstyle_and_worn_carried_attached_objects_are_blocked", "if_IMAGE3_has_no_human_or_is_uncertain_IMAGE2_wardrobe_body_are_preserved_while_scene_camera_lights_are_copied", "style_firewall_blocks_skin_contamination", "edit_not_rebuild_priority_respected", "no_AI_skin", "no_plastic_skin", "no_waxy_skin", "no_makeup_invention", "no_generic_handsome_face", "no_beauty_retouch", "credible_real_human_perception", "Canon_EOS_R50_real_camera_feeling", "usable_as_master_frame_for_Kling3" ], "reject_if": [ "looks_beautified", "looks_cleaner_than_IMAGE1", "skin_tone_more_uniform_than_IMAGE1", "beard_looks_cleaner_than_IMAGE1", "looks_like_different_person", "feels_synthetic", "style_from_IMAGE3_contaminates_skin", "male_IMAGE3_clothing_not_copied_when_coherent", "male_IMAGE3_body_mass_or_body_shape_copied", "female_IMAGE3_wardrobe_or_accessories_copied", "female_IMAGE3_carried_worn_handheld_attached_or_body_dependent_objects_copied", "accessory_breaks_hands_or_identity", "object_unstable_for_Kling", "scene_looks_CGI", "lighting_looks_poster_render", "pose_deforms_body", "wardrobe_changes_body_mass", "full_subject_regeneration_detected", "unstable_for_video" ] }, "render_priority": [ "FACE_IDENTITY_FROM_IMAGE1", "BODY_ANATOMY_FROM_IMAGE2", "IMAGE3_MAIN_SUBJECT_CLASSIFICATION_FOR_TRANSFER_ONLY", "IMAGE3_TRANSFER_DECISION_MATRIX", "MATRIX_PRIORITY_RULE", "CONDITIONAL_IMAGE3_TRANSFER_BY_SUBJECT_TYPE", "REAL_REFERENCE_STRUCTURE_PRIORITY", "EDIT_NOT_REBUILD_PRIORITY", "SKIN_TRUTH_MICROTEXTURE_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "MALE_IMAGE3_WARDROBE_ACCESSORIES_OBJECTS_WHEN_COHERENT", "FEMALE_IMAGE3_SCENE_POSE_LIGHT_STYLE_ONLY_WITH_WARDROBE_ACCESSORIES_OBJECTS_BLOCKED", "NO_HUMAN_OR_UNCERTAIN_IMAGE3_SCENE_CAMERA_LIGHT_ONLY", "ANTI_POSE_BODY_DEFORMATION", "STYLE_FIREWALL", "ANTI_GENERATED_SCENE_FINISH", "CANON_EOS_R50_REALISM", "KLING3_STABILITY", "FAIL_FAST" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too clean, too smooth, actor-like, model-like, luxury-ad-like, mannequin-like, CGI-like, plastic, waxy, oily, makeup-covered, showroom-rendered, poster-like, gender-contaminated, anatomically forced, falsely hyperreal, fully regenerated from zero, or AI-generated. Accept only if IMAGE1 identity and micro-skin truth remain intact, IMAGE2 body anatomy and scale remain intact, IMAGE3 transfer follows main-subject classification and decision-matrix priority, male IMAGE3 wardrobe/accessories/objects transfer when coherent without copying male IMAGE3 body, female IMAGE3 wardrobe/accessories/worn-carried-handheld-attached objects are fully blocked, real reference structure is preserved, edit-not-rebuild priority is respected, scene avoids generated perfection, style does not contaminate skin, and final output feels like a real imperfect human captured by a Canon EOS R50 and stable enough for Kling 3.0." }

{"system_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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_type":"strict_identity_preservation_governance_layer","version":"V28_NBR_K3_GODMASTER_TERMINAL_FORENSIC_SEALED","target_engine":{"primary":"NANO_BANANO_REALISTIC","secondary":"KLING_3_0_PREP_03_TO_06_SEC"},"core_principle":"IDENTITY_IS_ABSOLUTE_NON_NEGOTIABLE","output_target":{"human_realism_priority":"99_percent_human_real_natural_convincing_hyperrealistic","forbidden":["ai_skin","plastic_skin","beautified_face","invented_identity","synthetic_human_finish"]},"priority_hierarchy":["FACE","SKIN","BEARD","HAIR","EARS","EXPRESSION","BODY","HANDS","POSE","ACCESSORIES","OBJECTS","WARDROBE","SCENE","STYLE"],"reference_hierarchy":{"IMAGE1":"PRIMARY_FACE_ANCHOR","IMAGE2":"PRIMARY_BODY_ANCHOR","IMAGE3":"POSE_ACCESSORIES_OBJECTS_STYLE_BACKGROUND_ONLY"},"authority_rules":{"conflict_resolution":["IMAGE1_face_over_everything","IMAGE2_body_over_IMAGE3_anatomy","face_over_pose","skin_over_style","identity_over_cinema","anatomy_over_background","truth_over_beautification","hair_identity_over_cinematic_hair_render","hand_truth_over_prop_perfection"],"final_authority":"FACE_AND_SKIN_REALISM","terminal_rule":"if_any_requested_transformation_conflicts_with_real_identity_or_real_skin_abort_or_degrade_safely"},"realism_target":{"human_priority_above_all":true,"hyperrealism_allowed_only_if_human_truth_preserved":true,"never_trade_truth_for_beauty":true,"never_trade_identity_for_style":true,"hyperrealism_definition":"true_human_detail_not_commercial_polish"},"input_quality_gate":{"required":true,"IMAGE1_requirements":["face_visible","usable_identity_detail","usable_skin_detail","usable_expression_reference","usable_beard_reference_if_present","usable_hairline_reference","usable_ear_reference_if_visible"],"IMAGE2_requirements":["usable_body_anatomy","usable_proportion_reference","usable_hand_reference_if_visible"],"IMAGE3_requirements":["pose_legible","camera_perspective_legible","scene_layout_legible","object_legibility_if_present","accessory_legibility_if_present","background_depth_legible_if_present"],"reject_if":["IMAGE1_face_not_legible","IMAGE1_skin_not_legible","IMAGE2_body_not_legible","IMAGE3_pose_not_extractable","IMAGE3_object_not_legible_but_required"],"degrade_if":["IMAGE3_background_partially_unclear","IMAGE3_small_accessory_ambiguous","IMAGE3_minor_prop_occlusion"]},"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"]},"no_invention_law":{"rules":["if_not_present_in_IMAGE1_or_IMAGE2_do_not_create","no_feature_generation","no_face_reconstruction","no_identity_inference","no_hidden_detail_fabrication","no_anatomy_guessing"]},"occlusion_protocol":{"rules":["if_face_area_not_visible_in_IMAGE1_keep_unresolved","do_not_generate_hidden_identity","do_not_complete_missing_facial_data","if_occlusion_conflict_prioritize_clean_preservation_over_fake_completion"]},"cross_gender_pose_transfer_governance":{"IMAGE3_gender_is_irrelevant":true,"pose_extraction_mode":"pose_vectors_only","transfer_allowed_from_IMAGE3":["joint_angles","limb_direction","hand_placement","object_relation","camera_perspective","scene_layout","shot_type"],"transfer_forbidden_from_IMAGE3":["face_identity","skin_tone","beard_pattern","hair_identity","ear_shape","cranial_contour","body_mass","chest_volume","waist_ratio","hip_ratio","leg_shape","glute_shape","sexual_dimorphism","anatomical_proportions"],"preserve_IMAGE2_body_anatomy_only":true,"if_IMAGE3_pose_conflicts_with_IMAGE2_anatomy":"project_pose_to_IMAGE2_without_identity_or_anatomy_deformation","never_import_gender_traits_from_IMAGE3":true},"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"]},"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},"facial_volume_lock":{"midface_volume_lock":true,"cheek_volume_lock":true,"orbital_depth_lock":true,"lip_projection_lock":true,"nose_projection_lock":true,"no_cinematic_face_sculpting":true,"no_face_thinning":true,"no_face_widening":true,"no_bone_structure_reinterpretation":true},"cranial_contour_system":{"cranial_contour_lock":true,"temporal_region_lock":true,"parietal_mass_lock":true,"occipital_profile_lock":true,"skull_silhouette_preservation":true,"no_cranial_recontouring":true},"ear_system":{"ear_shape_lock":true,"ear_projection_lock":true,"ear_lobe_lock":true,"helix_lock":true,"antihelix_lock":true,"tragus_lock":true,"ear_symmetry_preservation_relative_to_IMAGE1":true,"no_ear_beautification":true,"no_ear_reconstruction_if_unseen":true},"hair_system":{"source":"IMAGE1_identity_hair_reference","hairline_lock":true,"temple_pattern_lock":true,"sideburn_structure_lock":true,"hair_density_lock":true,"hair_direction_lock":true,"hair_mass_lock":true,"hair_clump_behavior_lock":true,"no_hair_painting":true,"no_cinematic_hair_restyle":true,"no_fake_volume_boost":true,"no_hair_beautification":true},"hair_beard_transition_system":{"sideburn_beard_transition_lock":true,"temple_to_sideburn_density_continuity":true,"no_sideburn_redesign":true,"no_transition_softening_beautification":true},"asymmetry_lock":{"preserve_eye_asymmetry":true,"preserve_mouth_asymmetry":true,"preserve_nose_asymmetry":true,"preserve_ear_asymmetry_if_present":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,"mouth_state_invariance":true,"no_teeth_generation":true,"no_beauty_expression_correction":true},"oral_cavity_lock":{"interior_mouth_lock":true,"tongue_lock_if_visible":true,"gum_visibility_lock_if_visible":true,"oral_shadow_truth_lock":true,"no_oral_cavity_invention":true,"no_fake_depth_in_mouth":true,"reject_if_oral_cavity_generated_without_source_support":true},"subzone_face_validation":{"eyes":["iris_shape","upper_eyelid","lower_eyelid","cantus","sclera_exposure"],"nose":["bridge","tip","nostrils","alar_shape","subnasal_shadow"],"mouth":["width","projection","lip_thickness","commissures","closure_state"],"ears":["helix","lobe","projection","rim","attachment"],"hair_zones":["front_hairline","left_temple","right_temple","sideburn_left","sideburn_right"],"skin_zones":["forehead","left_cheek","right_cheek","nose_surface","mustache_zone","chin","jawline","neck"],"beard_zones":["mustache","soul_patch","chin","jawline_left","jawline_right","cheek_left","cheek_right"]},"beard_system":{"zone_lock":{"cheeks":"absolute_lock","jawline":"absolute_lock","chin":"absolute_lock","mustache":"absolute_lock"},"density_distribution_lock":true,"color_pattern_lock":true,"no_uniform_beard":true,"no_smoothing":true,"no_density_reinterpretation":true},"beard_edge_protection":{"hair_skin_boundary_lock":true,"irregular_follicle_pattern_lock":true,"no_black_fill_mass":true,"no_beard_sharpening_trick":true,"counterlight_edge_protection":true,"no_beard_beautification":true},"skin_system":{"preserve_pores":true,"preserve_micro_texture":true,"preserve_tone":true,"preserve_undertone":true,"preserve_variation":true,"preserve_capillary_irregularity":true,"forbidden":["ai_skin","plastic_skin","skin_smoothing","beautification","uniform_skin","cosmetic_cleanup","beauty_filter_effect"],"dirt_application":{"mode":"physical_interaction_only","no_overlay":true,"no_global_tint":true,"respect_pore_structure":true}},"skin_frequency_domain":{"high_frequency_pore_retention":true,"mid_frequency_texture_retention":true,"no_frequency_flattening":true,"no_over_sharpening_fake_detail":true,"no_cosmetic_cleanup":true,"no_microcontrast_washing":true,"zone_specific_frequency_behavior":{"forehead":"controlled_specular_high_detail","cheeks":"soft_but_textured_non_uniform","nose":"higher_specular_but_true_texture","upper_lip":"fine_texture_preservation","chin":"microtexture_and_shadow_truth","neck":"lower_detail_but_real_transition"}},"skin_imperfection_protection":{"preserve_micro_irregularities":true,"preserve_subtle_spots":true,"preserve_non_uniform_transitions":true,"preserve_subdermal_tonal_shift":true,"forbid_porcelain_finish":true,"forbid_makeup_like_evenness":true},"skin_optical_science":{"zone_specular_response_lock":true,"no_fake_subsurface_scattering":true,"no_hdr_beautifying_effect":true,"no_shadow_lift_on_face":true,"no_tonal_compression_on_skin":true,"preserve_true_diffuse_reflectance":true,"preserve_zone_based_oiliness_truth":true,"no_skin_gloss_reinterpretation":true},"skin_highlight_protection":{"no_burnout":true,"no_plastic_specular":true,"preserve_micro_reflection":true,"highlight_texture_lock":true,"no_beauty_glow":true,"no_wax_skin":true,"no_forehead_polish_effect":true,"no_cheek_shine_inflation":true},"color_contamination_lock":{"face_zone":"absolute_protection","forbidden":["cinematic_tint_on_face","orange_teal_on_skin","global_grade_on_face","bounce_color_pollution_on_face","environment_color_cast_on_beard","secondary_color_spill_on_face"],"skin_rgb_continuity_from_IMAGE1":true,"neck_rgb_continuity_from_IMAGE2":true,"face_white_balance_lock":true},"lighting_separation":{"face_lighting":{"mode":"strict_physical_only","allowed_effect":"volume_perception_only","forbidden":["tone_shift","undertone_shift","contrast_stylization","cinematic_tint","texture_flattening","beauty_relighting","skin_soft_relight","glamour_highlight"]},"body_lighting":{"cinematic_allowed":true},"scene_lighting":{"cinematic_allowed":true}},"anatomical_shadow_lock":{"nasolabial_lock":true,"subnasal_shadow_lock":true,"periocular_depth_lock":true,"lower_lip_shadow_lock":true,"jaw_shadow_lock":true,"no_beautified_shadow_cleanup":true,"no_fashion_shadow_sculpting_on_face":true},"cinematic_style_governance":{"style_source":"IMAGE3","allowed_domains":["background","wardrobe","props","body_non_identity_zones"],"forbidden_domains":["face","beard","hair_identity_zones","ears","skin_identity_zones","hands_identity_zones"],"cinema_allowed_only_if_identity_safe":true,"no_style_spill_on_face":true,"no_filmic_compression_on_face_texture":true},"face_neck_continuity":{"jaw_neck_transition_lock":true,"tone_continuity":true,"texture_continuity":true,"shadow_falloff_continuity":true,"no_cut_effect":true,"no_beautified_blend_transition":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_IMAGE2_bone_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},"hand_anatomy_system":{"source":"IMAGE2_if_visible_else_preserve_truth_without_invention","knuckle_structure_lock":true,"finger_length_ratio_lock":true,"finger_separation_lock":true,"nail_shape_lock_if_visible":true,"nail_bed_lock_if_visible":true,"no_finger_fusion":true,"no_extra_fingers":true,"no_missing_fingers_without_occlusion_reason":true,"palm_mass_lock":true,"no_prop_penetration_through_hand":true,"no_hand_beautification":true},"pose_system":{"pose_source":"IMAGE3","adapt_body_only":true,"never_modify_face_pose_geometry":true,"respect_body_constraints_from_IMAGE2":true,"max_pose_exaggeration":"none","limit_pose_if_face_identity_risk":true,"pose_perfection_priority":"highest_without_breaking_IMAGE1_or_IMAGE2_truth","if_pose_requires_deformation":"preserve_identity_and_project_pose_safely","pose_safe_projection_mode":true},"shot_type_policy":{"enabled":true,"allowed_shots":["close_up","medium_close_up","medium_shot","three_quarter","full_body_conditional"],"prefer_for_max_realism":["medium_close_up","medium_shot","three_quarter"],"lock_shot_type_from_IMAGE3_when_identity_safe":true,"do_not_allow_reframing_that_changes_face_scale":true,"do_not_allow_shot_type_drift_in_video":true,"reject_if_face_too_small_for_identity_preservation":true,"full_body_only_if_face_identity_remains_measurably_verifiable":true},"angle_camera_alignment":{"camera_from_IMAGE3":true,"face_alignment_preserved":true,"no_head_scale_drift":true,"no_lens_distortion_on_face":true,"camera_perspective_lock":true},"accessory_lock_system":{"source":"IMAGE3","transfer_accessories_directly":true,"no_accessory_redesign":true,"size_lock":true,"material_lock":true,"color_lock":true,"position_lock":true,"strap_chain_fold_continuity":true,"shadow_occlusion_lock":true,"gravity_consistency_lock":true,"no_accessory_fusion_with_skin_or_beard":true,"no_accessory_style_invention":true},"wardrobe_lock_system":{"source":"IMAGE3","apply_to_IMAGE2_body_only":true,"fabric_type_lock":true,"pattern_lock":true,"color_lock":true,"seam_lock":true,"fold_direction_lock":true,"fit_respects_IMAGE2_body":true,"tension_distribution_lock":true,"gravity_fall_lock":true,"no_fashion_restyling":true,"no_gender_trait_transfer_from_IMAGE3":true},"hand_object_interaction":{"object_from_IMAGE3":true,"hand_structure_from_IMAGE2":true,"no_hand_deformation":true,"controlled_interaction_only":true,"finger_contact_truth_lock":true,"no_false_object_penetration":true},"object_lock_system":{"source":"IMAGE3","direct_object_transfer_only":true,"geometry_lock":true,"size_lock":true,"material_lock":true,"contact_point_lock":true,"grip_alignment_lock":true,"pressure_consistency_lock":true,"shadow_consistency_lock":true,"no_prop_redesign":true,"no_object_melting":true,"no_object_stylization":true},"environment_integration":{"scene_from_IMAGE3":true,"dust_dirt_application":{"mode":"localized_physical","no_global_overlay":true,"preserve_skin_detail":true},"scene_truth_priority":true},"background_continuity_system":{"source":"IMAGE3","layout_lock":true,"perspective_lock":true,"depth_order_lock":true,"texture_continuity_lock":true,"no_background_hallucination":true,"no_parallax_break":true,"no_shimmer":true,"no_background_breathing":true,"no_depth_reinterpretation":true},"source_cleanliness_rule":{"required":true,"must_be_clean_before_KLING":true,"reject_if":["halo_edges","mask_traces","double_contours","edge_contamination","bad_occlusion_boundaries","face_cutout_feel","ghost_edges","skin_background_bleed","prop_edge_glow"],"export_only_if_clean":true},"micro_humanization_layer":{"enabled":true,"intensity":0.003,"limits":{"max_variation":0.0003,"auto_reset_if_threshold":true,"subordinate_to_identity_lock":true,"disabled_if_any_identity_risk":true,"disabled_if_any_skin_risk":true,"forbidden_domains":["face","skin","beard","hair","ears","hands","expression","critical_edges"]}},"threshold_units_definition":{"geometry_unit":"normalized_landmark_delta","texture_unit":"normalized_frequency_loss_ratio","chroma_unit":"normalized_skin_color_delta","highlight_unit":"normalized_specular_bloom_delta","occlusion_unit":"normalized_boundary_error","temporal_unit":"normalized_frame_to_frame_identity_drift","edge_unit":"normalized_edge_contamination_delta"},"duration_profiles_for_kling":{"short_safe_3s":{"duration":3,"motion_tolerance":"lowest_safe","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","tiny_prop_stabilized_motion"]},"stable_4s":{"duration":4,"motion_tolerance":"conservative","camera":"locked_or_micro_dolly","hard_reset_interval_frames":4,"allowed_actions":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle"]},"max_safe_6s":{"duration":6,"motion_tolerance":"strictest","camera":"mostly_locked","hard_reset_interval_frames":3,"allowed_actions":["subtle_breathing","minimal_blink"],"forbidden":["visible_head_turn","complex_hand_action","deep_parallax"]}},"temporal_system":{"frame_lock":true,"compare_each_frame_to_IMAGE1":true,"compare_body_to_IMAGE2":true,"correct_micro_drift":true,"block_flicker":true,"temporal_clamp_system":true,"base_hard_reset_interval_frames":4,"emergency_hard_reset_interval_frames":3,"adaptive_hard_reset_only_if_drift_detected":true,"drift_tolerance":0.002,"no_temporal_snap_if_clean":true},"camera_motion_policy":{"for_kling_ready_source":true,"duration_seconds_min":3,"duration_seconds_max":6,"recommended_motion":"minimal_controlled","forbidden":["aggressive_push_in","head_turn_generation","synthetic_hand_swing","face_reframing","background_wobble","deep_parallax_camera_move"],"camera_path_stability":true,"prefer_locked_or_micro_dolly":true},"safe_action_taxonomy":{"allowed":["subtle_breathing","minimal_blink","micro_torso_shift","slight_fabric_settle","tiny_prop_stabilized_motion","very_low_amplitude_camera_drift"],"conditionally_allowed":["small_weight_shift_if_identity_safe","minimal_hand_pressure_adjustment_if_object_lock_preserved"],"forbidden":["visible_head_turn","wide_arm_swing","complex_object_manipulation","running","jumping","strong_fabric_waving","hair_whip_motion","dramatic_camera_arc","deep_foreground_background_parallax"]},"motion_governance":{"head_motion_amplitude":"minimal","body_motion_amplitude":"low","hand_motion_amplitude":"low","cloth_motion_amplitude":"low","prop_motion_amplitude":"low","auto_reject_if_motion_causes_identity_drift":true,"auto_reject_if_motion_breaks_skin_truth":true},"thresholds":{"lip_change_tolerance":0.001,"eyelid_change_tolerance":0.001,"skin_color_shift_tolerance":0.003,"skin_texture_loss_tolerance":0.002,"facial_highlight_bloom_tolerance":0.002,"beard_density_shift_tolerance":0.003,"hair_density_shift_tolerance":0.003,"ear_projection_shift_tolerance":0.001,"hand_finger_boundary_error_tolerance":0.001,"edge_contamination_tolerance":0.001,"occlusion_error_tolerance":0.001},"error_severity_matrix":{"fatal":["face_rebuilt","face_averaged","IMAGE3_influences_face_identity","skin_smoothed","plastic_specular","beautification_detected","lip_redesign","eye_beautification","mask_halo_on_face","hair_identity_restyled","ear_shape_reconstructed","finger_fusion"],"recoverable":["minor_background_shimmer","minor_prop_alignment_drift","minor_wardrobe_tension_error"],"retryable":["temporal_flicker_without_identity_damage","noncritical_scene_cleanliness_issue"],"export_blocking":["halo_edges","double_contours","mask_traces","occlusion_errors","temporal_skin_shimmer"],"cosmetic_but_unacceptable":["beauty_glow","porcelain_finish","glamour_highlight","shadow_cleanup_beautifies_face","hdr_face_polish"]},"degradation_strategy":{"on_pose_conflict":"preserve_IMAGE1_IMAGE2_truth_and_reduce_pose_intensity","on_object_hand_conflict":"preserve_hand_truth_then_reproject_object_or_reject","on_background_depth_conflict":"preserve_subject_integrity_and_simplify_background","on_lighting_conflict":"preserve_skin_color_and_texture_then_reduce_cinematic_grade","on_motion_conflict":"reduce_motion_before_touching_identity_or_skin","on_export_cleanliness_conflict":"block_export_to_KLING"},"process_gates":{"stage_0_input_gate":["reject_if_input_quality_gate_fails","degrade_if_marked_degrade_conditions_only"],"stage_1_identity_gate":["reject_if_face_rebuilt","reject_if_face_averaged","reject_if_hidden_face_completed","reject_if_IMAGE3_influences_face_identity"],"stage_2_skin_gate":["reject_if_skin_smoothed","reject_if_pores_lost","reject_if_plastic_specular","reject_if_beautification_detected","reject_if_skin_evened_artificially"],"stage_3_expression_gate":["reject_if_lip_compression","reject_if_eye_emotion_shift","reject_if_mouth_state_changed","reject_if_beauty_expression_correction","reject_if_oral_cavity_invented"],"stage_4_hair_ear_gate":["reject_if_hair_restyled","reject_if_hair_density_reinterpreted","reject_if_ear_shape_reconstructed","reject_if_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"}}