{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
07
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }
016
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
07
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }
016
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
07
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }
016
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
07
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }
016
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }
016
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
07
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
07
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
06
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V20", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled_hard_limited", "humanity_level": "5_percent_controlled_hard_limited" } }, "realism_over_cinema_rule": { "priority": "absolute_over_cinematic_effects", "rules": [ "never_trade_identity_for_style", "never_trade_skin_realism_for_cinematic_look", "block_progressive_stylization", "maintain_photographic_truth" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift_over_time", "no_pose_reinterpretation_between_frames" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure_on_skin", "maintain_microtexture_in_bright_areas", "block_specular_plastic_effect" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 1, "max_head_micro_rotation_deg": 1, "max_skin_variation_delta": 1 }, "rules": [ "micro_movement_allowed_within_limits_only", "no_cumulative_drift", "reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "rules": [ "clamp_all_changes_to_thresholds_per_frame", "prevent_accumulated_variation", "force_identity_reset_if_threshold_exceeded" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "objective_extension": { "natural_humanity_boost": { "naturalness_level": "5_percent_controlled", "humanity_level": "5_percent_controlled", "rules": [ "allow_micro_variation_within_thresholds", "preserve_identity_absolute", "no_expression_change", "no_geometry_change", "no_skin_modification" ] } }, "cinematic_temporal_system": { "duration_seconds": { "min": 3, "max": 6 }, "mode": "cinematic_real_time", "rules": [ "maintain_identity_every_frame", "no_temporal_drift", "no_flicker", "no_frame_reinterpretation", "consistent_lighting_behavior", "consistent_skin_response" ] }, "micro_humanization_layer": { "enabled": true, "allowed_micro_variations": [ "subtle_breathing_motion", "micro_head_stability_adjustment", "natural_eye_micro_movement", "minimal_skin_dynamic_response_to_light" ], "restrictions": [ "no_expression_shift", "no_geometry_shift", "no_eye_shape_change", "no_mouth_shape_change", "no_beard_pattern_change" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }
03
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V22", "system_type": "full_identity_preservation_cinematic_hyperreal_system", "master_control_layer": { "priority": "absolute", "rule": "identity_realism_humanity_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "angle_camera_alignment": { "rules": [ "match_head_angle_to_scene_without_geometry_change", "preserve_facial_proportions_under_camera_transform", "no_perspective_distortion_on_face", "maintain_head_scale_consistency" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "body_thresholds": { "shoulder_width_variation_percent": 2, "neck_shoulder_ratio_variation_percent": 2, "torso_length_variation_percent": 2, "arm_thickness_variation_percent": 2, "forearm_thickness_variation_percent": 2, "hand_body_ratio_variation_percent": 2 }, "body_temporal_lock": { "enabled": true, "rules": [ "maintain_body_proportions_each_frame", "no_limb_drift", "no_mass_shift", "no_pose_reinterpretation" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "apply_pose_to_body_only", "never_modify_face", "reduce_pose_if_conflict_with_identity", "preserve_body_identity_under_pose" ] }, "hand_object_interaction": { "rules": [ "objects_follow_scene_reference", "hands_follow_body_identity", "no_scale_error_in_objects", "no_grip_deformation", "if_conflict_reduce_object_fidelity_before_identity" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "skin_highlight_protection": { "enabled": true, "rules": [ "preserve_pores_under_highlight", "prevent_overexposure", "maintain_microtexture", "block_specular_plastic_effect" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "micro_humanization_layer": { "enabled": true, "hard_limits": { "max_eye_micro_shift_px": 0.5, "max_head_micro_rotation_deg": 0.5, "max_skin_variation_delta": 0.5 }, "rules": [ "subordinate_to_temporal_clamp", "subordinate_to_face_lock", "no_accumulated_drift", "auto_reset_if_threshold_approached" ] }, "temporal_clamp_system": { "enabled": true, "execution_order": [ "detect", "clamp", "validate", "repair", "revalidate" ] }, "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face", "frame_lock_body", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_flicker", "block_frame_reinterpretation" ] }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_present_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "execution_pipeline": [ "lock_identity", "align_camera", "apply_pose", "apply_body", "apply_lighting", "integrate_scene", "temporal_clamp", "validate", "repair", "final_validation", "output_or_reject" ], "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "no_head_scale_drift", "no_eye_shape_drift", "no_body_temporal_drift", "no_highlight_plasticity", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "100_percent_real_human_identity", "if_not": "REJECT_OUTPUT" } }
016
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
05
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "skin_must_have_micro_texture", "skin_must_have_irregularity", "skin_must_have_tonal_variation", "no_uniform_skin_allowed", "no_perfect_skin_allowed" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
04
Nano Banana
{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_CINEMATIC_ENGINE_V17", "system_type": "identity_preservation_governance_layer", "master_control_layer": { "mode": "absolute_priority", "rule": "identity_and_human_realism_override_everything" }, "objective_core": { "type": "NON_NEGOTIABLE", "primary_goal": "preserve_real_human_identity_with_cinematic_integration", "absolute_rules": [ "face_must_be_real_from_IMAGE1", "body_must_match_IMAGE2", "skin_must_be_human_real", "no_ai_skin", "no_plastic_skin", "no_beautification", "no_identity_loss" ], "priority_override": [ "identity_over_scene", "skin_realism_over_style", "integration_over_isolation", "reality_over_visual_effect" ] }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "IMAGE1_controls_face", "IMAGE2_controls_body", "IMAGE3_controls_pose_and_environment_only", "no_identity_blending", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer", "rules": [ "face_transfer_not_generate", "no_diffusion_over_face", "no_style_transfer_face", "no_face_reinterpretation" ] }, "facial_lock": { "geometry": "absolute", "eyes": "locked", "nose": "locked", "mouth": "locked", "jaw": "locked", "beard": "locked", "hairline": "locked" }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_real_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_change" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "preserve_mass", "preserve_proportions", "preserve_structure", "no_body_reinterpretation" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "forbidden": [ "smoothing", "plastic_skin", "ai_skin", "beauty_filter", "texture_loss" ] }, "adaptive_cinematic_lighting": { "mode": "enabled", "rules": [ "light_affects_face_geometry", "light_affects_volume", "light_creates_shadows", "light_integrates_face_with_scene" ], "preservation_rules": [ "preserve_skin_tone", "preserve_undertone", "preserve_skin_texture", "preserve_micro_details", "preserve_beard_edge" ], "forbidden": [ "skin_recoloring", "skin_uniformity", "texture_flattening", "cinematic_color_cast_on_face" ] }, "lighting_separation": { "physical_lighting": "allowed_on_face", "color_grading": "restricted_on_face", "rules": [ "scene_light_can_affect_face_physically", "grading_cannot_redefine_face" ] }, "contamination_control": { "blocked_effects_on_face": [ "color_transfer", "grading_shift", "texture_compression", "contrast_crushing", "over_highlighting" ] }, "hyperrealism_engine": { "mode": "cinematic_human_realism", "rules": [ "skin_must_be_irregular", "skin_must_have_micro_texture", "no_perfect_skin", "no_uniform_surface" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face", "reduce_pose_if_conflict" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_stability": { "frame_lock": [ "face_geometry", "eye_spacing", "nose_shape", "mouth_shape", "skin_texture", "beard_edge" ], "temporal_correction": [ "compare_with_IMAGE1", "correct_drift" ], "forbidden": [ "morphing", "flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "skin_tone_delta_max": 3, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_is_human", "no_texture_loss", "no_identity_drift" ], "fail_action": "REJECT_OUTPUT" }, "final_rule": { "requirement": "real_human_integrated_cinematic_result", "if_not": "DO_NOT_OUTPUT" } }
03
Nano Banana