Best execution_pipeline lock_identity Prompts

$AI generated: { "master_protocol_metadata": { "official_name": "IRREAL WORLD – IMAGE ZERO GOD MASTER PRODUCT...$

{ "master_protocol_metadata": { "official_name": "IRREAL WORLD – IMAGE ZERO GOD MASTER PRODUCTION PROTOCOL – ABSOLUTE IDENTITY + HYPER HUMANITY", "technical_id": "IW_IZ_GOD_MASTER_PRODUCTION_HYPER_HUMAN_V6", "alias_pro": "IZ-GOD-HF-HYPER", "alias_lite": "IZ-GOD-HF-HYPER-LITE", "status": "FINAL_LOCKED_PRODUCTION_STANDARD", "version": "FINAL_GOD_LEVEL_HYPER_HUMAN_15_PERCENT_V6", "scope": "post_image_zero_only_universal", "compatibility": "Highfields_all_templates_present_and_future", "identity_policy": "ABSOLUTE_INVARIANCE_NO_EXCEPTION_NO_OVERRIDE" }, "base_identity_source": { "required_state": "IMAGE_ZERO_APPROVED", "identity_checksum": "absolute_match_required", "face_geometry_checksum": "absolute_match_required", "facial_landmark_checksum": "absolute_match_required", "eye_geometry_checksum": "absolute_match_required", "iris_pattern_checksum": "absolute_match_required", "sclera_signature_checksum": "absolute_match_required", "skin_texture_checksum": "absolute_match_required", "skin_color_signature": "absolute_match_required", "skin_frequency_signature": "absolute_match_required", "hair_structure_checksum": "absolute_match_required", "reference_refresh": "forbidden", "reference_mutation": "forbidden", "failure_action": "hard_abort_and_restore_image_zero" }, "identity_supremacy_axiom": { "priority": "absolute_over_all_systems_without_exception", "overrides": [ "camera_system", "fx_system", "motion_system", "render_system", "post_processing", "template_logic", "animation_engine", "ai_optimization_layer" ], "violation_response": "instant_hard_abort_and_restore_image_zero" }, "absolute_identity_lock": { "identity": "immutable", "face_geometry": "immutable", "facial_landmarks": "immutable", "eyes": { "geometry": "immutable", "iris_pattern": "immutable", "sclera_signature": "immutable", "reflection_behavior": "locked" }, "nose": "immutable", "mouth": "immutable", "skin_texture": "immutable", "skin_micro_detail": "immutable", "skin_frequency_signature": "immutable", "skin_color_signature": "immutable", "hair_structure": "immutable", "hair_density": "immutable", "hair_silhouette": "immutable", "hairline": "immutable", "override_priority": "highest_system_level", "on_violation": "instant_abort_and_restore_image_zero" }, "hyper_human_perceptual_engine": { "enabled": true, "total_boost": "plus_15_percent_perceptual_only", "composition": { "baseline_humanity": "plus_5_percent", "hyper_human_layer": "plus_10_percent" }, "nature": "neuro_perceptual_and_physiological_presence_only", "applies_to": "all_genders", "safety_cap": "perceptual_only_no_visual_no_structural_no_identity_modification", "domains": [ "biological_latency_response", "micro_material_coherence", "passive_physiological_depth", "near_field_presence_pressure", "neural_familiarity_trigger", "subconscious_realism_response", "memory_projection_response" ], "strictly_forbidden": [ "identity_modification", "geometry_change", "texture_creation", "retouching", "beautification", "style_transfer", "grading", "detail_hallucination", "ai_smoothing", "frequency_rewriting" ] }, "gender_specific_refinement": { "female_hair_ultra_naturalness": { "enabled": true, "boost_level": "plus_5_percent_perceptual_only", "nature": "optical_response_only", "operations": [ "anisotropic_highlight_decoherence", "micro_specular_energy_randomization_existing_mass", "eliminate_residual_cgi_sheen", "preserve_original_keratin_light_latency" ], "hard_constraints": [ "no_new_strands", "no_density_change", "no_volume_change", "no_shape_change", "no_hairline_shift" ], "zoom_safe": true } }, "highfields_execution_sandbox": { "enabled": true, "sandbox_scope": "camera_fx_environment_fx_abstract_fx_only", "identity_visibility": "none", "fx_isolation": "absolute", "execution_order": "identity_lock → sandbox_fx → render_commit", "identity_layer_access": "denied" }, "highfields_template_guard": { "validation_pipeline": { "pre_apply": [ "identity_checksum_match", "geometry_delta_zero", "texture_delta_zero", "frequency_signature_match" ], "during_apply": [ "frame_by_frame_identity_probe", "micro_drift_detection", "skin_frequency_phase_lock", "eye_geometry_and_reflection_lock" ], "post_apply": [ "final_identity_checksum_match", "temporal_consistency_lock" ] }, "on_violation": "auto_fallback_to_image_zero_without_error" }, "zoom_and_motion_invariance": { "enabled": true, "max_zoom": 500, "motion_blur_safe": true, "zoom_mode": "continuous_physical_no_interpolation", "rules": [ "no_identity_drift", "no_geometry_interpolation", "no_texture_reinterpretation", "no_ai_smoothing", "no_detail_generation", "no_frequency_amplification_on_zoom" ] }, "temporal_integrity_guard": { "frame_to_frame_identity": "absolute_lock", "checks": [ "identity_checksum", "facial_landmark_stability", "skin_frequency_phase", "hair_mass_consistency", "eye_geometry_and_iris_stability" ], "tolerance": "zero" }, "video_stress_test_protocol": { "mandatory_when": "complex_fx_or_camera_motion_present", "tests": [ "slow_camera_push_in", "fast_zoom_in_out", "handheld_camera_motion", "cinematic_camera_orbit", "heavy_environment_fx", "abstract_fx_overlay", "destruction_fx_background" ], "success_criteria": [ "identity_checksum_constant", "no facial drift", "no skin reinterpretation", "no hair mutation", "no eye deformation" ], "on_failure": "abort_and_revert_to_image_zero" }, "operational_checklist": { "1": "confirm_IMAGE_ZERO_APPROVED", "2": "verify_all_identity_skin_eye_hair_checksums", "3": "apply_THIS_master_protocol_first", "4": "select_any_highfields_template", "5": "confirm_identity_lock_active", "6": "execute_in_sandbox_mode", "7": "run_stress_test_if_required", "8": "abort_if_any_violation_detected", "9": "render_only_if_final_identity_checksum_matches", "10": "export_video_safe_for_all_zooms_and_fx" }, "output": { "resolution": "4K_UHD_LOCKED", "status": "PRODUCTION_READY_GOD_MASTER_HYPER_HUMAN" }, "final_guarantee": { "identity_integrity": "100_percent_all_frames_all_scales", "identity_drift": "zero_confirmed", "template_compatibility": "unrestricted", "video_safety": "absolute", "human_presence": "maximum_stable_hyper_human_15_percent" }, "studio_axiom": "LA IDENTIDAD NO SE TOCA. EL SISTEMA OBEDECE. EL VIDEO NO INVENTA. LO HUMANO YA EXISTE. SOLO SE REVELA." }

272

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

011

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

06

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", ...$

{ "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", "reference_hierarchy": { "A": "primary_identity_anchor", "B": "secondary_validation_only", "C": "scene_pose_environment", "rules": [ "A dominates all", "B may confirm missing details ONLY if 100% consistent with A", "C never modifies identity", "no averaging", "no blending", "no reinterpretation" ] }, "execution_priority": [ "identity", "head_geometry", "skin_beard", "hair", "angle", "pose", "objects", "lighting", "scene" ], "conflict_resolution": { "order": [ "lock_face", "lock_head_geometry", "lock_skin_beard", "adapt_body_pose", "adapt_hands_objects", "adapt_scene", "adapt_lighting_last" ], "rules": [ "never distort face", "never sacrifice identity", "degrade secondary elements first" ] }, "rollback_protocol": { "facial_drift": "reset_to_A", "pose_failure": "simplify_pose", "object_failure": "reduce_interaction_complexity", "lighting_conflict": "isolate_face_from_grading", "occlusion_conflict": "do_not_generate_hidden_identity" }, "no_invention_law": { "forbidden": [ "invent_facial_features", "hallucinate_beard", "alter_hairline", "fabricate_symmetry", "reconstruct_hidden_zones" ], "rule": "if_not_in_A_do_not_create" }, "facial_zone_lock": [ "geometry", "beard_edge", "skin_chroma", "eye_shape", "nose_structure", "ear_structure", "hairline" ], "expression_lock": [ "no_smile_redesign", "no_lip_shape_change", "no_eyebrow_reinterpretation", "no_eyelid_emotion_shift", "no_expression_reconstruction" ], "angle_camera_alignment": { "required": [ "match_tilt", "match_rotation", "match_gaze", "match_distance", "lens_35_85mm" ], "forbidden": [ "perspective_distortion", "head_scaling" ] }, "pose_rules": { "replicate_if_possible": true, "if_conflict": "adapt_body_not_face" }, "lighting_control": { "match_scene": true, "face_protection": [ "preserve_skin_tone_from_A", "no_color_contamination", "face_not_graded" ] }, "object_physics": { "required": [ "correct_grip", "correct_scale", "real_pressure" ], "conflict_rule": "degrade_object_before_identity" }, "dermal_realism": { "required": [ "pores", "texture", "irregularity" ], "forbidden": [ "plastic_skin", "smoothing" ] }, "video_engine": { "frame_lock": [ "same_face_structure", "same_beard_edge", "same_skin_tone", "same_head_scale", "same_eye_spacing", "same_nose_shape", "same_mouth_shape", "same_hairline" ], "forbidden": [ "flicker", "morphing", "frame_reinterpretation" ] }, "drift_definition": { "facial_drift": [ "change_in_eye_spacing", "change_in_nose_width", "change_in_mouth_width", "change_in_beard_edge", "change_in_head_scale", "change_in_skin_tone" ] }, "complexity_limits": { "pose": "medium_max", "occlusion": "partial_only", "hand_object": "controlled_interaction", "rule": "if_complexity_exceeds_threshold → simplify" }, "validation_gate": { "identity_check": "PASS/FAIL", "geometry_check": "PASS/FAIL", "skin_check": "PASS/FAIL", "beard_edge_check": "PASS/FAIL", "lighting_face_check": "PASS/FAIL", "scale_check": "PASS/FAIL", "drift_check": "PASS/FAIL", "flicker_check": "PASS/FAIL" }, "abort_system": { "conditions": [ "identity_fail", "geometry_fail", "unresolved_drift", "face_occlusion_unrecoverable" ], "action": "REJECT_OUTPUT" }, "final_output_rule": { "requirement": "100_percent_identity_preserved", "if_not": "DO_NOT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

05

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }

04

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }

04

Nano Banana

$AI generated: { "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", ...$

{ "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", "reference_hierarchy": { "A": "primary_identity_anchor", "B": "secondary_validation_only", "C": "scene_pose_environment", "rules": [ "A dominates all", "B may confirm missing details ONLY if 100% consistent with A", "C never modifies identity", "no averaging", "no blending", "no reinterpretation" ] }, "execution_priority": [ "identity", "head_geometry", "skin_beard", "hair", "angle", "pose", "objects", "lighting", "scene" ], "conflict_resolution": { "order": [ "lock_face", "lock_head_geometry", "lock_skin_beard", "adapt_body_pose", "adapt_hands_objects", "adapt_scene", "adapt_lighting_last" ], "rules": [ "never distort face", "never sacrifice identity", "degrade secondary elements first" ] }, "rollback_protocol": { "facial_drift": "reset_to_A", "pose_failure": "simplify_pose", "object_failure": "reduce_interaction_complexity", "lighting_conflict": "isolate_face_from_grading", "occlusion_conflict": "do_not_generate_hidden_identity" }, "no_invention_law": { "forbidden": [ "invent_facial_features", "hallucinate_beard", "alter_hairline", "fabricate_symmetry", "reconstruct_hidden_zones" ], "rule": "if_not_in_A_do_not_create" }, "facial_zone_lock": [ "geometry", "beard_edge", "skin_chroma", "eye_shape", "nose_structure", "ear_structure", "hairline" ], "expression_lock": [ "no_smile_redesign", "no_lip_shape_change", "no_eyebrow_reinterpretation", "no_eyelid_emotion_shift", "no_expression_reconstruction" ], "angle_camera_alignment": { "required": [ "match_tilt", "match_rotation", "match_gaze", "match_distance", "lens_35_85mm" ], "forbidden": [ "perspective_distortion", "head_scaling" ] }, "pose_rules": { "replicate_if_possible": true, "if_conflict": "adapt_body_not_face" }, "lighting_control": { "match_scene": true, "face_protection": [ "preserve_skin_tone_from_A", "no_color_contamination", "face_not_graded" ] }, "object_physics": { "required": [ "correct_grip", "correct_scale", "real_pressure" ], "conflict_rule": "degrade_object_before_identity" }, "dermal_realism": { "required": [ "pores", "texture", "irregularity" ], "forbidden": [ "plastic_skin", "smoothing" ] }, "video_engine": { "frame_lock": [ "same_face_structure", "same_beard_edge", "same_skin_tone", "same_head_scale", "same_eye_spacing", "same_nose_shape", "same_mouth_shape", "same_hairline" ], "forbidden": [ "flicker", "morphing", "frame_reinterpretation" ] }, "drift_definition": { "facial_drift": [ "change_in_eye_spacing", "change_in_nose_width", "change_in_mouth_width", "change_in_beard_edge", "change_in_head_scale", "change_in_skin_tone" ] }, "complexity_limits": { "pose": "medium_max", "occlusion": "partial_only", "hand_object": "controlled_interaction", "rule": "if_complexity_exceeds_threshold → simplify" }, "validation_gate": { "identity_check": "PASS/FAIL", "geometry_check": "PASS/FAIL", "skin_check": "PASS/FAIL", "beard_edge_check": "PASS/FAIL", "lighting_face_check": "PASS/FAIL", "scale_check": "PASS/FAIL", "drift_check": "PASS/FAIL", "flicker_check": "PASS/FAIL" }, "abort_system": { "conditions": [ "identity_fail", "geometry_fail", "unresolved_drift", "face_occlusion_unrecoverable" ], "action": "REJECT_OUTPUT" }, "final_output_rule": { "requirement": "100_percent_identity_preserved", "if_not": "DO_NOT_OUTPUT" } }

04

Nano Banana

$AI generated: { "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", ...$

{ "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", "reference_hierarchy": { "A": "primary_identity_anchor", "B": "secondary_validation_only", "C": "scene_pose_environment", "rules": [ "A dominates all", "B may confirm missing details ONLY if 100% consistent with A", "C never modifies identity", "no averaging", "no blending", "no reinterpretation" ] }, "execution_priority": [ "identity", "head_geometry", "skin_beard", "hair", "angle", "pose", "objects", "lighting", "scene" ], "conflict_resolution": { "order": [ "lock_face", "lock_head_geometry", "lock_skin_beard", "adapt_body_pose", "adapt_hands_objects", "adapt_scene", "adapt_lighting_last" ], "rules": [ "never distort face", "never sacrifice identity", "degrade secondary elements first" ] }, "rollback_protocol": { "facial_drift": "reset_to_A", "pose_failure": "simplify_pose", "object_failure": "reduce_interaction_complexity", "lighting_conflict": "isolate_face_from_grading", "occlusion_conflict": "do_not_generate_hidden_identity" }, "no_invention_law": { "forbidden": [ "invent_facial_features", "hallucinate_beard", "alter_hairline", "fabricate_symmetry", "reconstruct_hidden_zones" ], "rule": "if_not_in_A_do_not_create" }, "facial_zone_lock": [ "geometry", "beard_edge", "skin_chroma", "eye_shape", "nose_structure", "ear_structure", "hairline" ], "expression_lock": [ "no_smile_redesign", "no_lip_shape_change", "no_eyebrow_reinterpretation", "no_eyelid_emotion_shift", "no_expression_reconstruction" ], "angle_camera_alignment": { "required": [ "match_tilt", "match_rotation", "match_gaze", "match_distance", "lens_35_85mm" ], "forbidden": [ "perspective_distortion", "head_scaling" ] }, "pose_rules": { "replicate_if_possible": true, "if_conflict": "adapt_body_not_face" }, "lighting_control": { "match_scene": true, "face_protection": [ "preserve_skin_tone_from_A", "no_color_contamination", "face_not_graded" ] }, "object_physics": { "required": [ "correct_grip", "correct_scale", "real_pressure" ], "conflict_rule": "degrade_object_before_identity" }, "dermal_realism": { "required": [ "pores", "texture", "irregularity" ], "forbidden": [ "plastic_skin", "smoothing" ] }, "video_engine": { "frame_lock": [ "same_face_structure", "same_beard_edge", "same_skin_tone", "same_head_scale", "same_eye_spacing", "same_nose_shape", "same_mouth_shape", "same_hairline" ], "forbidden": [ "flicker", "morphing", "frame_reinterpretation" ] }, "drift_definition": { "facial_drift": [ "change_in_eye_spacing", "change_in_nose_width", "change_in_mouth_width", "change_in_beard_edge", "change_in_head_scale", "change_in_skin_tone" ] }, "complexity_limits": { "pose": "medium_max", "occlusion": "partial_only", "hand_object": "controlled_interaction", "rule": "if_complexity_exceeds_threshold → simplify" }, "validation_gate": { "identity_check": "PASS/FAIL", "geometry_check": "PASS/FAIL", "skin_check": "PASS/FAIL", "beard_edge_check": "PASS/FAIL", "lighting_face_check": "PASS/FAIL", "scale_check": "PASS/FAIL", "drift_check": "PASS/FAIL", "flicker_check": "PASS/FAIL" }, "abort_system": { "conditions": [ "identity_fail", "geometry_fail", "unresolved_drift", "face_occlusion_unrecoverable" ], "action": "REJECT_OUTPUT" }, "final_output_rule": { "requirement": "100_percent_identity_preserved", "if_not": "DO_NOT_OUTPUT" } }

04

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { ...$

{ "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

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { ...$

{ "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

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { ...$

{ "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

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

04

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_typ...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

04

Nano Banana

$AI generated: { "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", ...$

{ "system_name": "ULTRA IDENTITY LOCK ENGINE v10.0", "type": "deterministic_control_system", "reference_hierarchy": { "A": "primary_identity_anchor", "B": "secondary_validation_only", "C": "scene_pose_environment", "rules": [ "A dominates all", "B may confirm missing details ONLY if 100% consistent with A", "C never modifies identity", "no averaging", "no blending", "no reinterpretation" ] }, "execution_priority": [ "identity", "head_geometry", "skin_beard", "hair", "angle", "pose", "objects", "lighting", "scene" ], "conflict_resolution": { "order": [ "lock_face", "lock_head_geometry", "lock_skin_beard", "adapt_body_pose", "adapt_hands_objects", "adapt_scene", "adapt_lighting_last" ], "rules": [ "never distort face", "never sacrifice identity", "degrade secondary elements first" ] }, "rollback_protocol": { "facial_drift": "reset_to_A", "pose_failure": "simplify_pose", "object_failure": "reduce_interaction_complexity", "lighting_conflict": "isolate_face_from_grading", "occlusion_conflict": "do_not_generate_hidden_identity" }, "no_invention_law": { "forbidden": [ "invent_facial_features", "hallucinate_beard", "alter_hairline", "fabricate_symmetry", "reconstruct_hidden_zones" ], "rule": "if_not_in_A_do_not_create" }, "facial_zone_lock": [ "geometry", "beard_edge", "skin_chroma", "eye_shape", "nose_structure", "ear_structure", "hairline" ], "expression_lock": [ "no_smile_redesign", "no_lip_shape_change", "no_eyebrow_reinterpretation", "no_eyelid_emotion_shift", "no_expression_reconstruction" ], "angle_camera_alignment": { "required": [ "match_tilt", "match_rotation", "match_gaze", "match_distance", "lens_35_85mm" ], "forbidden": [ "perspective_distortion", "head_scaling" ] }, "pose_rules": { "replicate_if_possible": true, "if_conflict": "adapt_body_not_face" }, "lighting_control": { "match_scene": true, "face_protection": [ "preserve_skin_tone_from_A", "no_color_contamination", "face_not_graded" ] }, "object_physics": { "required": [ "correct_grip", "correct_scale", "real_pressure" ], "conflict_rule": "degrade_object_before_identity" }, "dermal_realism": { "required": [ "pores", "texture", "irregularity" ], "forbidden": [ "plastic_skin", "smoothing" ] }, "video_engine": { "frame_lock": [ "same_face_structure", "same_beard_edge", "same_skin_tone", "same_head_scale", "same_eye_spacing", "same_nose_shape", "same_mouth_shape", "same_hairline" ], "forbidden": [ "flicker", "morphing", "frame_reinterpretation" ] }, "drift_definition": { "facial_drift": [ "change_in_eye_spacing", "change_in_nose_width", "change_in_mouth_width", "change_in_beard_edge", "change_in_head_scale", "change_in_skin_tone" ] }, "complexity_limits": { "pose": "medium_max", "occlusion": "partial_only", "hand_object": "controlled_interaction", "rule": "if_complexity_exceeds_threshold → simplify" }, "validation_gate": { "identity_check": "PASS/FAIL", "geometry_check": "PASS/FAIL", "skin_check": "PASS/FAIL", "beard_edge_check": "PASS/FAIL", "lighting_face_check": "PASS/FAIL", "scale_check": "PASS/FAIL", "drift_check": "PASS/FAIL", "flicker_check": "PASS/FAIL" }, "abort_system": { "conditions": [ "identity_fail", "geometry_fail", "unresolved_drift", "face_occlusion_unrecoverable" ], "action": "REJECT_OUTPUT" }, "final_output_rule": { "requirement": "100_percent_identity_preserved", "if_not": "DO_NOT_OUTPUT" } }

03

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_...$

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19", "system_type": "full_identity_preservation_cinematic_video_system", "master_control_layer": { "priority": "absolute", "rule": "identity_and_human_realism_override_everything" }, "identity_domain": { "face_anchor": "IMAGE1", "body_anchor": "IMAGE2", "scene_source": "IMAGE3", "rules": [ "face_from_IMAGE1_only", "body_from_IMAGE2_only", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override_from_scene" ] }, "face_integration_pipeline": { "mode": "direct_transfer_only", "rules": [ "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face" ] }, "facial_lock": { "geometry": "absolute", "eye_spacing": "absolute", "eye_shape": "absolute", "nose_shape": "absolute", "mouth_shape": "absolute", "jawline": "absolute", "hairline": "absolute", "beard_edge": "absolute" }, "advanced_identity_lock": { "neck_jaw_transition_lock": true, "beard_density_distribution_lock": true, "face_neck_tone_continuity_lock": true }, "asymmetry_lock": { "enabled": true, "rules": [ "preserve_eye_asymmetry", "preserve_mouth_asymmetry", "preserve_nose_asymmetry", "never_symmetrize" ] }, "expression_lock": { "source": "IMAGE1", "rules": [ "no_expression_change", "no_micro_expression_shift", "no_emotional_shift" ] }, "body_identity_lock": { "source": "IMAGE2", "rules": [ "shoulder_width_lock", "neck_to_shoulder_relation_lock", "arm_mass_lock", "forearm_thickness_lock", "torso_length_lock", "hand_to_body_ratio_lock", "no_body_stylization", "no_body_slimming", "no_muscle_reinterpretation", "no_limb_reshaping" ] }, "skin_system": { "source": "IMAGE1", "texture": "real_human", "pores": "visible", "imperfections": "mandatory", "micro_variation": "mandatory", "frequency": "high_micro_detail", "forbidden": [ "skin_smoothing", "plastic_skin", "ai_skin", "beautification", "texture_loss" ] }, "human_realism_enforcement": { "rules": [ "no_uniform_skin", "no_perfect_skin", "skin_must_have_irregularity", "skin_must_have_microtexture" ] }, "lighting_system": { "mode": "adaptive_cinematic_controlled", "rules": [ "light_affects_face_volume_perception_not_face_geometry", "non_destructive_shading_only", "preserve_skin_texture", "preserve_skin_tone", "preserve_undertone", "preserve_beard_pattern" ], "forbidden": [ "skin_hue_shift", "undertone_shift", "beard_color_change", "jaw_neck_contamination", "texture_flattening" ] }, "lighting_separation": { "physical_lighting": "controlled_non_destructive", "grading": "blocked_on_face" }, "no_invention_law": { "rules": [ "no_new_facial_features", "no_hidden_reconstruction", "if_not_visible_do_not_create" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_hidden_identity", "keep_occluded_areas_unresolved" ] }, "pose_system": { "source": "IMAGE3", "rules": [ "adapt_body_only", "never_modify_face" ] }, "execution_pipeline": [ "lock_identity", "lock_face", "lock_body", "apply_pose", "apply_lighting", "integrate_scene", "validate", "repair", "final_validation", "output_or_reject" ], "video_identity_feedback_loop": { "enabled": true, "rules": [ "frame_lock_face_geometry", "frame_lock_eye_spacing", "frame_lock_eye_shape", "frame_lock_nose_shape", "frame_lock_mouth_shape", "frame_lock_skin_texture", "frame_lock_beard_pattern", "compare_each_frame_to_IMAGE1", "correct_micro_drift", "block_frame_reinterpretation", "block_flicker" ] }, "thresholds": { "eye_spacing_variation_percent": 2, "eye_shape_variation_percent": 2, "nose_width_variation_percent": 2, "mouth_width_variation_percent": 3, "hairline_shift_px": 2, "head_scale_variation_percent": 2, "skin_tone_delta_max": 3, "skin_texture_loss_tolerance": 1, "beard_edge_shift_px": 2, "flicker_tolerance_percent": 1 }, "validation": { "critical": [ "face_matches_IMAGE1", "body_matches_IMAGE2", "skin_real", "no_face_contamination", "jaw_neck_transition_preserved", "beard_pattern_preserved", "face_neck_tone_continuity_preserved", "no_undertone_shift", "no_identity_drift" ] }, "repair_protocol": { "priority_order": [ "restore_face", "restore_skin", "restore_beard_pattern", "re_isolate_face_from_scene_lighting", "restore_body", "reduce_pose" ] }, "fail_hard_conditions": [ "skin_not_human", "face_not_matching", "geometry_change", "ai_signature_detected", "unrecoverable_drift", "flicker_detected" ], "final_rule": { "requirement": "real_human_identity_preserved_across_frames", "if_not": "REJECT_OUTPUT" } }

03

Nano Banana

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { ...$

{ "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

$AI generated: { "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V19_1", "master_control_layer": { ...$

{ "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

Execution_pipeline lock_identity Prompts

Discover millions of AI-generated images and prompts from Stable Diffusion, Midjourney, and DALL-E