Type of shot Medium shot Prompts

low shot

In shot

{"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"}}

{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } } { "subject": { "demographics": "Young adult female, light skin tone with visible tan lines.", "hair": "Platinum blonde hair with distinct dark roots, styled in a messy high bun, loose strands framing the face.", "apparel": "Black strapless bandeau top, minimally visible matching black bottoms.", "accessories": "Large silver hoop earrings, thin silver chain necklace with a star pendant.", "anatomy": "Full, heavy bust with natural gravitational weight due to forward-leaning pose. Visible cleavage and soft tissue volume. Clear tan lines on the upper chest indicating previous sun exposure with a different top.", "skin_details": "Wet, glistening skin texture with visible water droplets. High-resolution pores and skin imperfections. Reflective sheen on shoulders, chest, and face." }, "pose": { "body_position": "Deep squatting/crouching position on the floor. Knees bent deeply outward.", "orientation": "Facing the camera, body leaning forward.", "limbs": "Right arm extended towards the camera (suggesting a selfie angle). Left arm reaching down, hand resting on the floor between the feet.", "head_and_gaze": "Head tilted slightly downward, chin tucked. Eyes looking upward directly into the camera lens with a focused expression." }, "environment": { "setting": "Tiled shower stall or bathroom corner.", "background_elements": "Grey square tiles on walls and floor. Chrome shower mixer/handle visible on the right wall. A white towel hanging on the left side.", "surface_interaction": "Floor tiles appear wet. Water reflections visible on the ground." }, "camera": { "perspective": "High-angle, top-down perspective (selfie style).", "shot_type": "Close-up, full body from a high angle (head to feet visible due to compression).", "focal_length": "Wide-angle lens, creating slight perspective distortion where the head and upper body appear larger than the feet.", "depth_of_field": "Deep depth of field, keeping both the face and the tiled floor in focus." }, "lighting": { "source": "Bright, artificial overhead bathroom lighting.", "quality": "Harsh, direct light creating strong specular highlights on the wet skin (forehead, nose, shoulders, chest).", "shadows": "Deep, sharp shadows cast by the body onto the floor and under the chin/neck area." }, "mood_and_expression": { "emotion": "Candid, intense, slightly provocative but casual.", "facial_expression": "Pouting lips, relaxed facial muscles, piercing upward gaze." }, "style_and_realism": { "aesthetic": "Raw, unfiltered phone photography. Amateur selfie aesthetic.", "fidelity": "Photorealistic, high-fidelity skin texture. No airbrushing or artistic stylization." }, "colors_and_tone": { "palette": "Neutral greys (tiles), skin tones (tan and pale), stark black (clothing), silver (accessories).", "contrast": "High contrast due to bright overhead light and dark shadows.", "saturation": "Natural, slightly muted background with warm skin tones." }, "quality_and_technical_details": { "resolution": "High definition, sharp focus.", "texture_emphasis": "Emphasis on wet skin, hair strands, and tile grout." }, "aspect_ratio_and_output": { "ratio": "3:4", "framing": "Vertical orientation." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve deep squat position", "preserve forward lean angle", "preserve arm extension for selfie perspective", "preserve head tilt and upward gaze" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve high-angle foreshortening", "maintain chest foreground dominance", "prevent flattening of the squat posture" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "dry skin", "standing pose" ] } }{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } }{ "subject": { "description": "Young woman with fair skin and long, straight brunette hair parted in the middle. She has almond-shaped hazel-green eyes, a refined nose, and full pink lips with a subtle gloss. She is wearing a tight, blue floral-print halter-neck one-piece swimsuit or bodysuit featuring bright pink flowers and green leaves. The garment has a deep plunging neckline that reveals significant cleavage.", "anatomy_and_proportions": "The subject possesses an extremely voluptuous and heavy bust that is significantly above average in volume. The chest mass is full, projecting forward and outward, heavily affected by gravity due to natural weight. The bust depth is visibly greater than the ribcage depth. The torso is slender, creating a dramatic bust-to-waist ratio. Skin texture is natural with visible pores, faint freckles, and soft tissue volume.", "clothing_fit": "The floral bodysuit fits tightly against the skin, conforming to the heavy curvature of the chest and waist. The fabric is strained slightly by the volume of the bust. Thin halter straps go around the neck." }, "pose": { "stance": "Standing upright with a relaxed posture.", "head_position": "Head is tilted slightly downward, with the chin tucked in, looking up towards the camera through eyelashes.", "limbs": "Arms are extended downwards along the sides of the body, relaxed and out of the primary focal area.", "orientation": "Body is facing forward towards the camera, with a slight, subtle angle." }, "environment": { "location": "A domestic kitchen interior.", "background_elements": "To the left, a wooden countertop with a mosaic tile backsplash in shades of purple, grey, and white. White cabinetry with black knobs. Kitchen utensils (spatulas, spoons) in a holder. To the right, built-in stainless steel and black double wall ovens. Wooden flooring is visible.", "details": "Modern, clean, well-lit residential setting." }, "camera": { "perspective": "High-angle shot, looking down at the subject.", "framing": "Medium shot, capturing the subject from the mid-thighs up to the top of the head.", "focal_length": "35mm to 50mm, creating a sense of intimacy without excessive distortion.", "depth_of_field": "Subject is in sharp focus; the kitchen background is slightly softened but fully distinct.", "shot_type": "Eye-level relative to the high angle, emphasizing the subject's gaze and upper body volume." }, "lighting": { "source": "Soft, diffuse indoor ambient lighting, likely a mix of overhead kitchen fixtures and natural light.", "direction": "Top-down and slightly frontal.", "shadows": "Soft shadows visible in the cleavage and under the chin, defining the volume of the chest and facial features.", "highlights": "Subtle specular highlights on the forehead, nose, and the curvature of the upper chest.", "quality": "Neutral to slightly cool color temperature." }, "mood_and_expression": { "expression": "Neutral to soft, alluring gaze. Direct eye contact with a slight 'doe-eyed' look due to the camera angle.", "atmosphere": "Casual, candid, intimate, domestic.", "emotion": "Calm and confident." }, "style_and_realism": { "aesthetic": "High-fidelity photorealism, resembling a high-quality smartphone photo or candid DSLR shot.", "texture_quality": "Ultra-detailed skin texture, realistic fabric weave, accurate material rendering for the kitchen surfaces (wood, tile, metal).", "render_style": "Unfiltered, raw, authentic photography style." }, "colors_and_tone": { "palette": "Natural skin tones, vibrant blue and pink on the swimsuit, neutral whites, browns, and mosaic purples in the background.", "contrast": "Moderate contrast, preserving shadow detail in the hair and background.", "saturation": "Natural and lifelike, with the swimsuit colors popping against the neutral kitchen tones." }, "quality_and_technical_details": { "resolution": "8k, high definition.", "sharpness": "Crisp focus on the eyes and face.", "noise": "Low ISO, minimal grain." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Portrait" }, "controlnet": { "pose_control": { "model_type": "OpenPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock head tilt and chin tuck" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation", "ensure high-angle perspective geometry" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened or lifted breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features", "low angle", "looking away" ] } }

high shot

A Stunning Medium Shot, ultra-realistic, portrait, shot on a Sony A7III, high quality

{"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"}}

high shot

low shot

low shot

<think> The user wants a Z-Image-Turbo prompt based on the provided JSON description. I need to extract information from each field in the JSON and structure it into a prompt following the specified format. Let's break down each section and map it to the prompt structure: 1. **Subject + very detailed description (who/what, appearance, clothing, expression, pose, age, ethnicity if relevant)** - From "description": stunning model in her early 20s, European features with fair smooth skin showing hyper-detailed realistic texture: visible fine pores, subtle peach fuzz on arms and cheeks, natural micro-imperfections, light natural freckles across nose and upper chest, lightly tanned sun-kissed glow on collarbones and shoulders, athletic yet feminine body with realistic natural proportions, medium perky breasts with soft realistic shape and subtle natural cleavage visible through slightly sheer sections of her form-fitting white and black tactical outfit, low-cut neckline and tight fit accentuating toned midriff, slim waist, defined hips and long legs. - From "face": Long tousled blonde hair with natural volume, sun-kissed highlights and individual strands moving gently as she walks, extremely detailed large beautiful brilliant blue-silver-golden-grey eyes with intricate iris textures, realistic reflections and natural depth, eyes fluttering while staring directly into the camera with intense captivating gaze, full glossy lips transitioning into a warm radiant genuine smile over the scene showing perfect white teeth, high cheekbones, soft natural blush on cheeks. - From "outfit": Form-fitting white and black tactical outfit with futuristic design: high-tech fabric with subtle matte-gloss contrast, deep V-neckline and strategic sheer mesh panels revealing skin tone and natural curves underneath for subtle NSFW sensuality, tactical straps and utility details on shoulders and hips, black accents on sleeves and waist, no visible underwear lines for clean realistic look. 2. **Action or scene context** - From "pose": Dynamic confident walk down a futuristic corridor, hips swinging gracefully, one leg forward in mid-stride, arms relaxed yet purposeful, head slightly tilted toward camera with engaging direct eye contact and growing smile. 3. **Environment / setting + time of day + weather** - From "environment": Sleek futuristic corridor with metallic walls reflecting soft light, continuous yellow glowing floor line creating strong perspective and depth, vertical warm amber light panels on walls casting cinematic illumination, subtle sci-fi ambient fog in distance, high-tech yet elegant atmosphere. 4. **Lighting (extremely important for this model – always describe dramatic, cinematic, volumetric, or natural lighting in detail)** - From "lighting": Warm diffused lighting from vertical panels on both sides, soft golden-amber glow blending with cool metallic reflections, gentle rim light outlining hair, shoulders and curves, realistic soft shadows enhancing three-dimensional form and skin texture, high dynamic range with vivid yet natural colors. 5. **Camera angle, lens, shot type (e.g. close-up, wide shot, low angle, 35mm, 85mm, cinematic)** - From "camera": Cinematic full-body shot with medium telephoto lens (85–135mm equivalent), f/2.0 aperture, razor-sharp focus from face to feet, shallow depth of field with creamy smooth bokeh on corridor background, slight low angle to emphasize power and grace, perfect viewpoint. 6. **Mood / atmosphere / emotion** - From "style" and "environment": elegant futuristic atmosphere with graceful and seductive vibe. 7. **Art style influences (photorealistic, hyperrealistic, cinematic, film still, National Geographic style, etc.)** - From "style": Ultra photorealistic cinematic photography. - From "quality": trending professional sci-fi fashion portrait. 8. **Technical quality boosters (masterpiece, best quality, ultra-detailed, 8k, sharp focus, intricate details, highly detailed skin, realistic textures)** - From "quality": 8K resolution, extreme sharpness, rich cinematic colors with warm amber tones and cool metallic contrast, highly detailed skin realism, hair movement, outfit texture, corridor reflections and light play. - From "style" and general understanding: masterpiece quality. Now, assemble the prompt in the specified format. </think> A stunning young woman with European features and fair smooth skin showcasing hyper-detailed realistic textures, including visible fine pores, subtle peach fuzz, natural micro-imperfections, light freckles, sun-kissed glow on collarbones, athletic yet feminine body with realistic proportions, medium perky breasts with subtle natural cleavage visible through sheer sections of a form-fitting white and black tactical outfit, low-cut neckline accentuating toned midriff, slim waist, defined hips, long legs, long tousled blonde hair with sun-kissed highlights and individual strands gently moving, extremely detailed large brilliant blue-silver-golden-grey eyes with intricate iris textures and realistic reflections, full glossy lips transitioning into a warm radiant smile showing perfect white teeth, high cheekbones, soft natural blush on cheeks, dynamic confident walk down a futuristic corridor with hips swinging gracefully, one leg forward in mid-stride, arms relaxed yet purposeful, head tilted toward camera with engaging direct eye contact and growing smile, sleek futuristic corridor with metallic walls reflecting soft light, continuous yellow glowing floor line creating perspective and depth, vertical warm amber light panels on walls casting cinematic illumination, subtle sci-fi ambient fog in distance, high-tech yet elegant atmosphere, warm diffused lighting from vertical panels, soft golden-amber glow blending with cool metallic reflections, gentle rim light outlining hair, shoulders and curves, realistic soft shadows enhancing form and skin texture, high dynamic range with vivid natural colors, cinematic full-body shot with medium telephoto lens (85–135mm equivalent), f/2.0 aperture, razor-sharp focus from face to feet, shallow depth of field with creamy smooth bokeh on corridor background, slight low angle emphasizing power and grace, perfect viewpoint, ultra photorealistic cinematic photography, maximum lifelike skin detail with pores, fine body hair, natural imperfections and sunlit texture, realistic hair strands with natural movement, authentic fabric weave and subtle sheer effect, elegant futuristic atmosphere with graceful and seductive vibe, 8K resolution, extreme sharpness, rich cinematic colors with warm amber tones and cool metallic contrast, highly detailed skin realism, hair movement, outfit texture, corridor reflections and light play, trending professional sci-fi fashion portrait, masterpiece quality, ultra detailed, absurdres, intricate, sharp focus, depth of field, best quality, 8k uhd, hdr, photorealistic, realistic textures, dramatic rim lighting, volumetric fog, golden hour lighting, The subject is sharply depicted with outstanding detail., flux_pro

{"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"}}