Goal Preserve real mature human skin exactly as human skin Prompts

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

{ "template_name": "MARRLONN2027_V50_SUPREME_EXECUTION_TERMINAL_LOCK", "template_type": "ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_IDENTITY_TRANSFER_TEMPLATE", "version": "V50_FULL_FUSED_RESTRUCTURED_COMPLETE_NO_SIMPLIFICATION_NO_FUNCTIONAL_DELETION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 Prep Optional Downstream Only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_prompt_explanation": true, "no_engine_interpretation": true, "final_image_goal": "one single final natural real-camera photograph" }, "core_mission": "Create one single final impossible-to-doubt real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, transferred into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are fixed permanent human anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in the current IMAGE3: pose, gesture, body orientation, camera framing, environment, background, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode any prop. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final result must look like a real imperfect mature human photographed by a real camera, with preserved pores, wrinkles, uneven skin tone, real beard-root texture, natural asymmetry, true body mass, real hands, natural edges, and no visible AI signature.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "anchor_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "source_domains": [ "face identity", "facial geometry", "skull structure", "forehead", "brow ridge", "eyes", "eyelids", "eyelid heaviness", "eyebrows", "eye spacing", "nose", "nose bridge", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "source_domains": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "state": "PREFLIGHT_VALIDATE_INPUTS_BEFORE_GENERATION", "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, weapons, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "dynamic_image3_parsing_protocol": { "rules": [ "Parse IMAGE3 fresh every run.", "Do not reuse any object, accessory, pose assumption, background, lighting, furniture, prop, wardrobe, or scene detail from previous runs.", "Do not use memory of previous target scenes.", "Do not hardcode any object class.", "Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.", "Transfer background only as visibly present in IMAGE3; do not expand replace decorate or invent.", "Transfer lighting only as external scene logic; never recolor polish gloss smooth clean or beautify the face.", "Transfer style and cinematic mood only to non-identity scene domains.", "Transfer environmental accessories props objects and furniture only if visibly present in current IMAGE3 manifest.", "Transfer worn accessories from IMAGE3 only if user_allows_worn_image3_accessories_transfer is true.", "Transfer wardrobe from IMAGE3 only if user_allows_image3_wardrobe_transfer is true; otherwise IMAGE2 wardrobe remains locked.", "If current IMAGE3 requires an absent object to complete composition, reject the absent object instead of inventing it." ], "conditional_logic": { "if_object_visible_in_IMAGE3_manifest": "allow transfer with correct scale position perspective occlusion contact shadows and physics", "if_object_absent_from_IMAGE3_manifest": "forbid generation completely", "if_object_ambiguous_near_subject": "omit object completely", "if_object_ambiguous_distant_background": "allow only indistinct background shape, not a defined object", "if_environment_accessory_visible_in_IMAGE3_manifest": "allow as scene element only", "if_worn_accessory_visible_on_IMAGE3_person": "do not transfer to anchored subject unless user explicitly allows worn accessory transfer", "if_accessory_absent_from_IMAGE3_manifest": "forbid invention", "if_pose_conflicts_with_identity": "preserve IMAGE1 identity and reduce pose accuracy", "if_pose_conflicts_with_body": "preserve IMAGE2 body and reduce pose accuracy", "if_style_conflicts_with_skin_truth": "preserve IMAGE1 skin truth and reduce style intensity", "if_lighting_conflicts_with_skin_texture": "preserve skin texture and reduce lighting effect", "if_scene_requires_unseen_items": "reject unseen items instead of inventing them" } }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "failure_handling": { "if_identity_conflict": "Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.", "if_skin_conflict": "Preserve IMAGE1 skin texture, tone, pores, imperfections, and natural human micro-reflectance; reduce scene lighting or cinematic grade instead.", "if_scene_light_creates_gloss": "Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead, nose, cheeks, lips, or under-eyes.", "if_realism_becomes_beauty": "Reject beauty conversion and restore raw human texture, asymmetry, pores, wrinkles, uneven tone, and mature skin truth.", "if_mature_face_gets_upgraded": "Reject mature handsome AI portrait, distinguished male face, professional actor face, or cinematic older male upgrade. Restore raw source identity.", "if_face_neck_conflict": "Preserve face and neck continuity; reject plastic neck or mismatched tone.", "if_body_conflict": "Preserve IMAGE2 mass and reduce pose accuracy.", "if_wardrobe_conflict": "Preserve IMAGE2 wardrobe unless the user explicitly enabled user_allows_image3_wardrobe_transfer.", "if_worn_accessory_conflict": "Remove IMAGE3 worn accessory unless user explicitly enabled user_allows_worn_image3_accessories_transfer.", "if_hands_fail": "Reject output; do not hide failure with blur, shadow, crop, or depth of field.", "if_hand_skin_conflict": "Preserve natural hand texture, knuckles, creases, nails, and subject-consistent hand color; reject plastic or overclean AI hands.", "if_object_absent": "Do not generate it.", "if_object_contact_fails": "Reject output; object contact must be physically credible.", "if_scene_style_contaminates_face": "Reject output; scene style has no authority over face, skin, beard, hair, neck, hands, or identity.", "if_face_too_small": "Reframe closer until identity is readable; do not sacrifice identity for cinematic framing.", "if_result_looks_AI": "Reject output immediately." }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "final_execution_instruction": "Use this as the complete supreme terminal universal dynamic strict-governance template. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{"template_name":"MARRLONN2027_V44_UNIVERSAL_REAL_HUMAN_SKIN_TRUTH_LOCK","template_type":"ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_TEMPLATE","version":"V44_FULL_FUSED_NO_INVENTION_NO_AI_SKIN_NO_PLASTIC_NO_GLOSS","target_engine_primary":"Nano Banana Pro Realistic","target_engine_secondary":"Kling 3.0 Prep","language_policy":"English operational JSON only","core_mission":"Create one final impossible-to-doubt real-camera photograph of the exact same real person anchored by IMAGE1 and IMAGE2, transferred into the dynamic target of IMAGE3. IMAGE1 and IMAGE2 are fixed permanent person anchors. IMAGE3 is variable and can be any target image. Transfer from IMAGE3 only visible target information: pose, gesture, body orientation, camera framing, background, environment, lights, visible objects, visible accessories, wardrobe influence only when visibly present, atmosphere, color mood, and cinematic scene style. Do not invent, do not beautify, do not reconstruct, do not smooth, do not add shine, do not create AI skin, do not create plastic skin, do not create glossy commercial skin. Final result must look like a real human captured by a real camera, with believable pores, wrinkles, uneven tone, beard-root texture, natural asymmetry, imperfect skin, realistic body mass, real hands, real edges, and no visible AI signature.","absolute_governance_principle":"IMAGE1_AND_IMAGE2_ARE_FIXED_PERSON_ANCHORS; IMAGE3_IS_DYNAMIC_TARGET_BLUEPRINT_ONLY; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_BEAUTIFICATION_ALLOWED; IDENTITY_AND_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_AND_ENGINE_DEFAULTS.","input_contract":{"IMAGE1":{"role":"ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["face identity","facial geometry","skull structure","forehead","eyes","eyelids","eyebrows","eye spacing","nose","nostrils","mouth","lips","jaw","chin","cheeks","ears if visible","skin tone","skin undertone","skin pores","skin microtexture","wrinkles","spots","redness variation","uneven pigmentation","under-eye texture","forehead texture","beard-root texture","natural micro-asymmetry","beard map","mustache map","beard density","salt-and-pepper ratio","hairline","hair density","hair direction","mature age appearance","real human imperfection pattern"],"zero_allowed_changes":["identity drift","new face","generated face","reconstructed face","averaged face","younger face","beautified face","symmetry correction","celebrity resemblance","default attractive male face","IMAGE3 face influence","skin smoothing","skin polishing","plastic skin","wax skin","glossy skin","beauty lighting","face cleanup","beard cleanup","hairline change"]},"IMAGE2":{"role":"ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER","authority":"MAXIMUM_NON_OVERRIDEABLE","locked_domains":["body mass","body proportions","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural physical presence","body weight realism","base wardrobe visible in IMAGE2","footwear visible in IMAGE2","watch or chain only if visible and coherent"],"zero_allowed_changes":["body slimming","athletic redesign","body widening beyond source","copied IMAGE3 body","changed body age","changed hand scale","changed body proportions","changed base wardrobe unless explicitly required by visible target clothing in IMAGE3 and identity remains intact","fashion beautification","luxury redesign","commercial wardrobe cleanup"]},"IMAGE3":{"role":"DYNAMIC_TARGET_BLUEPRINT_ONLY","authority":"LIMITED_TO_VISIBLE_TARGET_ELEMENTS","allowed_transfer_domains":["pose skeleton","body orientation","gesture","camera angle","lens framing","composition","visible background","visible environment","visible lighting direction","visible lighting mood","visible visual style","scene-level color mood only","visible accessories","visible props","visible objects","visible furniture","visible wardrobe silhouette only if actually present","atmosphere","cinematic scene finish"],"zero_authority_over":["face identity","skin identity","skin texture","skin tone","skin shine","beard identity","hair identity","body identity","age identity","facial structure","facial expression identity","body mass","hand scale","source-person uniqueness","human truth of IMAGE1 and IMAGE2"]}},"dynamic_image3_parsing_protocol":{"state":"PARSE_IMAGE3_FRESH_EVERY_RUN_BEFORE_GENERATION","rules":["Detect only what is visibly present in IMAGE3 at this run.","Do not reuse any object, accessory, pose assumption, background, lighting setup, furniture, or prop from a previous IMAGE3.","Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.","Transfer background only as visibly present in IMAGE3; do not expand, replace, decorate, or invent background elements.","Transfer lighting only as physical scene logic; never recolor, smooth, polish, gloss, or beautify the face.","Transfer visual style only to the scene domain, environment, wardrobe adaptation, atmosphere, and cinematic finish; never to identity, skin, beard, hair, pores, wrinkles, or body mass.","Transfer accessories only if visibly present in IMAGE3.","Transfer props only if visibly present in IMAGE3.","Transfer objects only if visibly present in IMAGE3.","Transfer furniture only if visibly present in IMAGE3.","Do not hardcode any object class. No fixed cup, no fixed chair, no fixed table, no fixed flowers, no fixed book, no fixed glasses, no fixed jewelry, no fixed microphone, no fixed smoke, no fixed vehicle, no fixed sign, no fixed weapon, no fixed decorative object, unless that exact object class is visible in IMAGE3.","If an element is ambiguous in IMAGE3, omit it or simplify it instead of inventing."],"conditional_logic":{"if_object_visible_in_IMAGE3":"allow transfer with correct scale, position, perspective, occlusion, contact shadows, and physics","if_object_absent_in_IMAGE3":"forbid generation completely","if_accessory_visible_in_IMAGE3":"allow transfer only as visible, wearable, and physically coherent","if_accessory_absent_in_IMAGE3":"forbid invention","if_lighting_visible_in_IMAGE3":"replicate direction, contrast, atmosphere, and scene mood while protecting IMAGE1 skin truth","if_background_visible_in_IMAGE3":"replicate visible background structure and atmosphere without adding absent elements","if_pose_conflicts_with_identity":"preserve IMAGE1 identity and reduce pose accuracy","if_pose_conflicts_with_body":"preserve IMAGE2 body and reduce pose accuracy","if_style_conflicts_with_skin_truth":"preserve IMAGE1 skin truth and reduce style intensity","if_scene_requires_unseen_items":"reject unseen items; keep only visible target elements"}},"anti_invention_lock":{"interpretation_allowed":false,"identity_inference_allowed":false,"object_invention_allowed":false,"prop_invention_allowed":false,"accessory_invention_allowed":false,"background_expansion_allowed":false,"scene_memory_from_previous_case_allowed":false,"hardcoded_object_allowed":false,"engine_default_fill_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"skin_polishing_allowed":false,"commercial_retouch_allowed":false,"automatic_retouch_allowed":false,"glamour_lighting_allowed":false,"default_hands_allowed":false,"default_wardrobe_allowed":false,"celebrity_similarity_allowed":false,"model_face_prior_allowed":false,"symmetry_correction_allowed":false,"rule":"When the engine is uncertain, preserve IMAGE1 and IMAGE2 and omit uncertain IMAGE3 details instead of inventing, beautifying, smoothing, or guessing."},"real_human_skin_truth_system":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","goal":"Preserve real mature human skin as photographed, with natural pores, texture, imperfections, tonal irregularity, beard-root texture, wrinkles, and non-uniform light response. The skin must not look AI, plastic, waxy, glossy, polished, commercial, de-noised, or beauty-retouched.","must_preserve":["visible pores","uneven pore density","forehead texture","forehead marks","under-eye texture","cheek pores","nose pores","nasolabial texture","beard-root texture","micro-wrinkles","small imperfections","redness variation","uneven tone","natural pigmentation variation","subtle tiredness","age-consistent texture","non-uniform exposure","real photographic micro-noise","natural matte-to-low-sheen skin response","real skin color separation from scene lighting"],"strictly_forbidden":["plastic skin","wax skin","porcelain skin","rubber skin","CGI skin","AI skin","beauty filter","skin smoothing","frequency flattening","face cleanup","tone evening","uniform skin","commercial retouch","glamour retouch","airbrushed face","over-denoised skin","fake gloss","glossy forehead","wet skin look","oil shine boost","specular highlight boost","HDR skin","over-sharpened fake pores","blurred pores","orange cast","teal cast","blue cast","magenta cast","green cast","studio color contamination on skin","cinematic grade on face skin","beauty lighting on face","skin texture replaced by engine prior"],"skin_reflectance_control":{"allowed":"natural low-to-moderate real human skin response only when already consistent with IMAGE1","forbidden":"new shine, fake highlights, glossy patches, plastic forehead, shiny cheeks, shiny nose bridge, wet lips unless present in IMAGE1, high-specular AI finish","rule":"If scene lighting from IMAGE3 is strong, reduce its effect on skin before changing the skin truth."},"microtexture_protection":{"denoise_allowed":false,"beauty_smooth_allowed":false,"texture_simplification_allowed":false,"pores_must_remain_readable":true,"wrinkles_must_remain_readable":true,"under_eye_texture_must_remain_readable":true,"beard_root_texture_must_remain_readable":true}},"identity_lock":{"source":"IMAGE1_ONLY","priority":"FATAL_MAXIMUM","rule":"Project the exact same IMAGE1 face into IMAGE3 pose perspective without redesigning anatomy. If target angle is difficult, preserve identity and reduce angle accuracy. Identity loss is fatal.","must_preserve":["forehead","eyes","eyelids","eye spacing","eyebrows","nose width","nostrils","mouth width","lip thickness","jaw","chin","cheeks","under-eye texture","skin pores","beard map","hairline","mature age","natural asymmetry","real imperfect facial presence"],"forbidden":["new face","AI face","averaged face","IMAGE3 face","celebrity face","younger face","prettier face","symmetrized face","smoothed face","changed expression identity","default handsome male face","portrait-engine face prior","social-media face optimization"],"identity_threshold":"The subject must be instantly recognizable as the exact same real man from IMAGE1 without explanation."},"skin_beard_hair_lock":{"source":"IMAGE1_ONLY","skin_must_preserve":["pores","wrinkles","forehead texture","under-eye texture","cheek pores","nose texture","beard-root texture","small imperfections","redness variation","uneven tone","real photographic micro-noise","mature skin realism","natural low-sheen skin response only if present in source"],"beard_hair_must_preserve":["salt-and-pepper beard distribution","mustache density","chin beard mass","cheek beard irregularity","rough beard edges","hairline position","short gray-black hair","hair density","hair direction","natural flyaways","mature coarse texture"],"forbidden":["plastic skin","wax skin","beauty filter","skin smoothing","skin polishing","tone evening","fake gloss","HDR skin","orange skin","teal skin","blue cast on face","beard regularization","barber-perfect beard","beard edge cleanup","hair restyle","changed hairline","AI groomed beard"]},"body_and_wardrobe_lock":{"source":"IMAGE2_ONLY","priority":"FATAL_MAXIMUM","rule":"Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 pose only when physically possible. If IMAGE3 pose requires body distortion, reduce pose accuracy.","wardrobe_policy":"IMAGE2 wardrobe remains the base identity wardrobe. Only visible clothing, outerwear, or accessory requirements from IMAGE3 may be considered if present in IMAGE3 and if they do not alter identity, body mass, age coherence, or realism. Never invent wardrobe not visible in IMAGE2 or IMAGE3.","must_preserve":["solid body mass","shoulder width","neck thickness","torso volume","abdomen mass impression","arm thickness","forearm scale","hand size","leg proportions","age-body coherence","natural weight","base wardrobe integrity","real fabric behavior"],"forbidden":["slim body","athletic redesign","copied IMAGE3 body","wrong shoulders","wrong neck","wrong torso","tiny hands","oversized hands","engine-invented clothing","luxury redesign unless visibly present in IMAGE3","commercial wardrobe beautification"]},"pose_background_style_light_transfer":{"source":"IMAGE3_DYNAMIC_ONLY","pose_rule":"Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.","background_rule":"Clone only the visible IMAGE3 background and environment. Do not expand, replace, decorate, or invent background elements.","style_rule":"Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, or age.","lighting_rule":"Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, and hair truth. Lighting may shape the scene but cannot polish or gloss the face.","accessory_object_rule":"Clone only accessories, props, objects, furniture, and environmental items visibly present in IMAGE3. Absent objects are forbidden."},"cinematic_finish_governance":{"allowed":true,"apply_after_identity_body_skin_locks":true,"allowed_domains":["background","environment","visible objects","visible accessories","wardrobe lighting interaction","global scene atmosphere","camera mood","background contrast","scene depth"],"protected_domains":["face identity","skin color","skin undertone","skin texture","skin pores","skin wrinkles","skin imperfections","skin reflectance","beard","hairline","hair texture","body mass","hand anatomy"],"cinematic_intensity_cap":0.12,"forbidden":["cinematic grade recoloring face","cinematic grade smoothing skin","beauty lighting on face","plastic commercial skin","overprocessed HDR look","fake bokeh hiding errors","scene haze over identity zones","glossy forehead","shiny cheeks","shiny nose","AI sharpness","skin polish","skin glow","luxury retouch finish"],"rule":"Cinematic finish must make the scene look cinematic, not make the human look artificial."},"hands_and_contact_lock":{"source_priority":"IMAGE2 hand scale plus IMAGE3 visible gesture and object contact","rules":["five fingers per visible hand unless truly occluded","real knuckles","real finger separation","natural wrist angle","skin texture on hands must remain human and non-plastic","contact shadows required for any touched object","object scale must match IMAGE3 if present","no hand-object penetration","no floating objects","no deformed object edges","do not invent held objects absent from IMAGE3"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hands","plastic hands","wrong grip","broken wrist","floating object","fake contact","blur used to hide hand failure","crop used to hide hand failure"]},"face_visibility_and_blur_control":{"reject_if_face_too_small":true,"reject_if_identity_not_readable_at_thumbnail":true,"depth_of_field_policy":"Depth of field is allowed only in background and distant environment. Face, eyes, nose, mouth, beard, skin texture, hands, visible accessories, and visible objects must not be blurred, softened, denoised, or hazed to hide errors.","forbidden":["face blur","eye blur","beard blur","skin blur","hand blur hiding anatomy","object blur hiding geometry","low-resolution identity hiding","haze over face","soft-focus beauty effect","diffusion filter on face"]},"edge_integration_governance":{"required":["no halo","no double contour","no mask trace","no cutout effect","natural hair edge","natural beard edge","natural clothing edge","realistic contact shadows","realistic overlap ordering","natural body-environment contact","realistic skin-to-shadow transition"],"rule":"Integration must look physically real, not sterile AI-perfect, not visibly composited, not overly blended, and not smoothed into the scene."},"preflight_validation":{"must_pass_before_generation":true,"reject_before_generation_if":["IMAGE1 face is not clear enough for identity lock","IMAGE1 skin texture is not readable enough to preserve real human texture","IMAGE2 body mass or wardrobe is not usable","IMAGE3 pose is unreadable","IMAGE3 object/accessory presence is ambiguous and would require invention","IMAGE3 target requires hiding critical identity zones","target framing makes face too small for recognition","pose requires impossible body distortion","hands or object contact cannot be rendered credibly without guessing","scene lighting would require glossy or plastic skin to fit"],"required_decisions_before_output":["lock IMAGE1 identity","lock IMAGE1 real skin texture","lock IMAGE1 beard hair","lock IMAGE2 body mass scale wardrobe","parse IMAGE3 visible pose","parse IMAGE3 visible background","parse IMAGE3 visible lights","parse IMAGE3 visible accessories","parse IMAGE3 visible objects","delete all absent-object assumptions","block all AI skin defaults","apply cinematic finish only after locks are preserved"]},"numerical_thresholds":{"identity_similarity_minimum":0.985,"skin_texture_preservation_minimum":0.98,"skin_reflectance_preservation_minimum":0.98,"beard_hair_preservation_minimum":0.97,"body_mass_preservation_minimum":0.95,"body_proportion_preservation_minimum":0.95,"image3_identity_influence_allowed":0.0,"absent_object_generation_allowed":0.0,"beautification_allowed_score":0.0,"plastic_skin_allowed_score":0.0,"glossy_skin_allowed_score":0.0,"skin_smoothing_allowed_score":0.0,"celebrity_resemblance_allowed_score":0.0,"face_visibility_minimum_ratio_close_medium":0.25,"face_visibility_minimum_ratio_full_body":0.18,"hands_anatomy_minimum_score":0.96,"object_contact_physics_minimum_score":0.96,"ai_artifact_tolerance":0.0,"blur_used_to_hide_errors_allowed":false},"execution_sequence":["PREFLIGHT_VALIDATE_INPUTS","LOCK_IMAGE1_FACE_IDENTITY","LOCK_IMAGE1_REAL_HUMAN_SKIN_TEXTURE_AND_REFLECTANCE","LOCK_IMAGE1_BEARD_AND_HAIR","LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE","PARSE_IMAGE3_DYNAMIC_TARGET_VISIBLE_ELEMENTS_ONLY","EXTRACT_IMAGE3_POSE_BACKGROUND_LIGHTS_STYLE_ACCESSORIES_OBJECTS_ONLY_IF_PRESENT","REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY","BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS","PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE","INTEGRATE_VISIBLE_IMAGE3_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION","APPLY_CONTROLLED_CINEMATIC_FINISH_TO_SCENE_ONLY","VALIDATE_IDENTITY_SKIN_REFLECTANCE_BODY_HANDS_OBJECTS_EDGES_REALISM","ACCEPT_OR_REJECT_OUTPUT"],"failure_handling":{"if_identity_conflict":"Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.","if_skin_conflict":"Preserve IMAGE1 skin texture, tone, pores, imperfections, and matte-low-sheen truth; reduce scene lighting or cinematic grade instead.","if_scene_light_creates_gloss":"Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead nose cheeks or under-eyes.","if_body_conflict":"Preserve IMAGE2 mass and reduce pose accuracy.","if_wardrobe_conflict":"Preserve IMAGE2 wardrobe unless the visible IMAGE3 target clothing is explicitly allowed and physically coherent.","if_hands_fail":"Reject output; do not hide failure with blur, shadow, crop, or depth of field.","if_object_absent":"Do not generate it.","if_object_contact_fails":"Reject output; object contact must be physically credible.","if_scene_style_contaminates_face":"Reject output; scene style has no authority over face skin beard hair or identity.","if_face_too_small":"Reject output or reframe closer until identity is readable.","if_result_looks_AI":"Reject output immediately."},"validation_gate":{"accept_only_if":["IMAGE1 identity is instantly recognizable","IMAGE1 skin remains real textured mature imperfect and non-plastic","IMAGE1 skin has no fake gloss, no beauty shine, no wax finish, no AI polish","IMAGE2 body mass and scale are preserved","IMAGE3 contributes only visible target pose background style lights accessories objects and composition","no absent objects are generated","no previous-scene objects appear","beard and hair remain locked to IMAGE1","body and hand scale remain locked to IMAGE2","all visible object contacts are physically credible","cinematic finish does not contaminate face, skin, beard, hair, or body truth","depth of field does not hide errors","edges are clean and natural","final result looks like a real human photographed by a real camera"],"reject_if":["identity drift","face reconstruction","IMAGE3 identity contamination","younger face","beautified face","plastic skin","wax skin","glossy skin","skin smoothing","skin polish","skin glow","AI skin","beard regularization","hairline change","body slimming","wrong body scale","invented object","invented accessory","hardcoded prop from previous case","object absent in IMAGE3 appears in output","bad hands","fake contact","scene color contaminates face","lighting creates fake skin shine","blur hiding errors","halo edges","AI look","human viewer could doubt realism"]},"strict_negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","default attractive male face","plastic skin","wax skin","rubber skin","porcelain skin","smooth skin","glossy skin","shiny skin","skin glow","wet skin look","fake oil shine","fake specular highlights","beauty lighting","face polish","skin polish","airbrushed face","pore loss","skin cleanup","HDR skin","over-denoised skin","orange skin","teal skin","blue cast on face","magenta cast on skin","changed eyes","changed nose","changed mouth","changed jaw","changed beard","changed hairline","slim body","athletic body","wrong shoulders","wrong neck","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","plastic hands","floating object","fake contact","invented object","invented prop","invented accessory","invented furniture","invented background element","hardcoded object","previous scene memory","object not visible in IMAGE3","overprocessed scene","CGI look","painterly look","AI signature","halo edges","mask traces","cutout effect","face too small","blur hiding face","blur hiding skin","blur hiding hands","human viewer could doubt realism"],"final_execution_instruction":"Use this as a universal dynamic strict-governance template. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh every time. Transfer only what is visibly present in IMAGE3: pose, framing, background, style, lights, accessories, props, objects, atmosphere, and cinematic mood. Do not invent anything. Do not reuse objects from previous cases. Do not hardcode any prop. Preserve IMAGE1 identity, real human skin texture, matte-low-sheen skin truth, pores, wrinkles, beard, hair, mature realism, and imperfections. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Apply cinematic finish only to the scene after identity, skin, and body locks are safe. Never let cinematic style create plastic skin, glossy skin, beauty skin, fake shine, smooth skin, or AI skin. If any conflict appears, preserve identity, body, and real human skin first, reduce target similarity, and reject any invented, beautified, glossy, plastic, or AI-looking result."}

}{ "template_name": "MARRLONN2027_V50_SUPREME_EXECUTION_TERMINAL_LOCK", "template_type": "ABSOLUTE_STRICT_PROGRAMMATIC_DYNAMIC_IMAGE3_REAL_PERSON_IDENTITY_TRANSFER_TEMPLATE", "version": "V50_FULL_FUSED_RESTRUCTURED_COMPLETE_NO_SIMPLIFICATION_NO_FUNCTIONAL_DELETION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 Prep Optional Downstream Only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_prompt_explanation": true, "no_engine_interpretation": true, "final_image_goal": "one single final natural real-camera photograph" }, "core_mission": "Create one single final impossible-to-doubt real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, transferred into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are fixed permanent human anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in the current IMAGE3: pose, gesture, body orientation, camera framing, environment, background, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode any prop. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final result must look like a real imperfect mature human photographed by a real camera, with preserved pores, wrinkles, uneven skin tone, real beard-root texture, natural asymmetry, true body mass, real hands, natural edges, and no visible AI signature.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "anchor_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "source_domains": [ "face identity", "facial geometry", "skull structure", "forehead", "brow ridge", "eyes", "eyelids", "eyelid heaviness", "eyebrows", "eye spacing", "nose", "nose bridge", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "source_domains": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "state": "PREFLIGHT_VALIDATE_INPUTS_BEFORE_GENERATION", "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, weapons, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "dynamic_image3_parsing_protocol": { "rules": [ "Parse IMAGE3 fresh every run.", "Do not reuse any object, accessory, pose assumption, background, lighting, furniture, prop, wardrobe, or scene detail from previous runs.", "Do not use memory of previous target scenes.", "Do not hardcode any object class.", "Transfer pose only if it does not damage IMAGE1 identity or IMAGE2 body mass.", "Transfer background only as visibly present in IMAGE3; do not expand replace decorate or invent.", "Transfer lighting only as external scene logic; never recolor polish gloss smooth clean or beautify the face.", "Transfer style and cinematic mood only to non-identity scene domains.", "Transfer environmental accessories props objects and furniture only if visibly present in current IMAGE3 manifest.", "Transfer worn accessories from IMAGE3 only if user_allows_worn_image3_accessories_transfer is true.", "Transfer wardrobe from IMAGE3 only if user_allows_image3_wardrobe_transfer is true; otherwise IMAGE2 wardrobe remains locked.", "If current IMAGE3 requires an absent object to complete composition, reject the absent object instead of inventing it." ], "conditional_logic": { "if_object_visible_in_IMAGE3_manifest": "allow transfer with correct scale position perspective occlusion contact shadows and physics", "if_object_absent_from_IMAGE3_manifest": "forbid generation completely", "if_object_ambiguous_near_subject": "omit object completely", "if_object_ambiguous_distant_background": "allow only indistinct background shape, not a defined object", "if_environment_accessory_visible_in_IMAGE3_manifest": "allow as scene element only", "if_worn_accessory_visible_on_IMAGE3_person": "do not transfer to anchored subject unless user explicitly allows worn accessory transfer", "if_accessory_absent_from_IMAGE3_manifest": "forbid invention", "if_pose_conflicts_with_identity": "preserve IMAGE1 identity and reduce pose accuracy", "if_pose_conflicts_with_body": "preserve IMAGE2 body and reduce pose accuracy", "if_style_conflicts_with_skin_truth": "preserve IMAGE1 skin truth and reduce style intensity", "if_lighting_conflicts_with_skin_texture": "preserve skin texture and reduce lighting effect", "if_scene_requires_unseen_items": "reject unseen items instead of inventing them" } }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "failure_handling": { "if_identity_conflict": "Preserve IMAGE1 identity and reduce IMAGE3 pose accuracy.", "if_skin_conflict": "Preserve IMAGE1 skin texture, tone, pores, imperfections, and natural human micro-reflectance; reduce scene lighting or cinematic grade instead.", "if_scene_light_creates_gloss": "Remove gloss from face and preserve real skin truth; do not brighten highlights on forehead, nose, cheeks, lips, or under-eyes.", "if_realism_becomes_beauty": "Reject beauty conversion and restore raw human texture, asymmetry, pores, wrinkles, uneven tone, and mature skin truth.", "if_mature_face_gets_upgraded": "Reject mature handsome AI portrait, distinguished male face, professional actor face, or cinematic older male upgrade. Restore raw source identity.", "if_face_neck_conflict": "Preserve face and neck continuity; reject plastic neck or mismatched tone.", "if_body_conflict": "Preserve IMAGE2 mass and reduce pose accuracy.", "if_wardrobe_conflict": "Preserve IMAGE2 wardrobe unless the user explicitly enabled user_allows_image3_wardrobe_transfer.", "if_worn_accessory_conflict": "Remove IMAGE3 worn accessory unless user explicitly enabled user_allows_worn_image3_accessories_transfer.", "if_hands_fail": "Reject output; do not hide failure with blur, shadow, crop, or depth of field.", "if_hand_skin_conflict": "Preserve natural hand texture, knuckles, creases, nails, and subject-consistent hand color; reject plastic or overclean AI hands.", "if_object_absent": "Do not generate it.", "if_object_contact_fails": "Reject output; object contact must be physically credible.", "if_scene_style_contaminates_face": "Reject output; scene style has no authority over face, skin, beard, hair, neck, hands, or identity.", "if_face_too_small": "Reframe closer until identity is readable; do not sacrifice identity for cinematic framing.", "if_result_looks_AI": "Reject output immediately." }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "final_execution_instruction": "Use this as the complete supreme terminal universal dynamic strict-governance template. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }

{ "template_name": "MARRLONN2027_V51_NANO_BANANA_REALISTIC_FUNCTIONAL_TERMINAL_LOCK", "template_type": "FUNCTIONAL_EXECUTION_JSON_FOR_NANO_BANANA_PRO_REALISTIC", "version": "V51_COMPLETE_FUSED_FUNCTIONAL_NO_SIMPLIFICATION", "target_engine_primary": "Nano Banana Pro Realistic", "target_engine_secondary": "Kling 3.0 optional downstream only", "language_policy": "English operational JSON only", "output_policy": { "single_output_only": true, "generate_one_final_image": true, "no_variations": true, "no_alternative_versions": true, "no_creative_options": true, "no_explanation_in_output": true, "no_engine_interpretation": true }, "core_task": "Create one single final ultra-realistic real-camera photograph of the exact same real natural human anchored by IMAGE1 and IMAGE2, placed into the current dynamic IMAGE3 target. IMAGE1 and IMAGE2 are permanent fixed anchors. IMAGE3 is always variable and must be parsed fresh every run as a closed visible-element manifest. Transfer only what is visibly present in current IMAGE3: pose, gesture, body orientation, framing, camera angle, background, environment, lighting logic, visible props, visible objects, visible environmental accessories, visible furniture, atmosphere, and cinematic scene mood. Do not invent anything. Do not reuse previous target elements. Do not hardcode props. Do not beautify, idealize, polish, smooth, clean, reconstruct, average, stylize, reinterpret, upgrade, refine, or improve the person. The final image must look like a real imperfect mature human photographed by a real camera, not AI.", "absolute_governance_principle": "IMAGE1_AND_IMAGE2_ARE_FIXED_HUMAN_ANCHORS; IMAGE3_IS_CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY; CURRENT_IMAGE3_MANIFEST_IS_A_CLOSED_VISIBLE_LIST; PRESENCE_BASED_TRANSFER_ONLY; NO_ENGINE_INVENTION_ALLOWED; NO_PREVIOUS_SCENE_MEMORY_ALLOWED; NO_AI_SKIN_ALLOWED; NO_PLASTIC_SKIN_ALLOWED; NO_GLOSSY_SKIN_ALLOWED; NO_REALISTIC_BEAUTY_CONVERSION_ALLOWED; NO_MATURE_HANDSOME_AI_PORTRAIT_ALLOWED; IDENTITY_BODY_AND_REAL_HUMAN_SKIN_TRUTH_ALWAYS_OVERRIDE_STYLE_LIGHTING_POSE_CINEMATIC_GRADE_ENGINE_PRIORS_AND_ENGINE_DEFAULTS.", "terminal_flags": { "single_output_only": true, "creative_variations_allowed": false, "alternative_versions_allowed": false, "improvisation_allowed": false, "user_allows_image3_wardrobe_transfer": false, "user_allows_worn_image3_accessories_transfer": false, "image3_identity_influence_allowed": false, "image3_skin_influence_allowed": false, "image3_body_identity_influence_allowed": false, "absent_object_generation_allowed": false, "previous_scene_memory_allowed": false, "hardcoded_object_allowed": false, "background_expansion_allowed": false, "engine_default_fill_allowed": false, "identity_inference_allowed": false, "face_generation_allowed": false, "face_reconstruction_allowed": false, "face_averaging_allowed": false, "face_interpolation_allowed": false, "beautification_allowed": false, "idealization_allowed": false, "realistic_beauty_conversion_allowed": false, "healthy_skin_upgrade_allowed": false, "premium_realism_allowed": false, "premium_portrait_optimization_allowed": false, "editorial_male_portrait_optimization_allowed": false, "mature_handsome_ai_portrait_allowed": false, "cinematic_older_male_upgrade_allowed": false, "distinguished_male_face_allowed": false, "refined_mature_skin_allowed": false, "professional_actor_face_allowed": false, "cinematic_handsome_correction_allowed": false, "subtle_face_improvement_allowed": false, "symmetry_correction_allowed": false, "skin_smoothing_allowed": false, "skin_polishing_allowed": false, "skin_cleanup_allowed": false, "plastic_skin_allowed": false, "glossy_skin_allowed": false, "fake_skin_shine_allowed": false, "beauty_lighting_on_face_allowed": false, "cinematic_finish_external_only": true, "allow_natural_micro_reflectance_only_if_present_in_IMAGE1": true, "if_unsure_keep_skin_dry_natural_textured_non_glossy": true, "scene_must_adapt_to_locked_person": true, "person_must_never_adapt_identity_to_scene": true, "when_conflict_identity_wins": true, "when_conflict_body_wins_over_pose": true, "when_conflict_skin_truth_wins_over_lighting": true }, "image_roles": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_BEARD_HAIR_IDENTITY_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "face identity", "facial geometry", "skull structure", "forehead", "eyes", "eyelids", "eyebrows", "eye spacing", "nose", "nostrils", "mouth", "lips", "jaw", "chin", "cheeks", "ears if visible", "skin tone", "skin undertone", "skin pores", "skin microtexture", "wrinkles", "spots", "redness variation", "uneven pigmentation", "under-eye texture", "forehead texture", "nose texture", "cheek texture", "beard-root texture", "natural facial asymmetry", "beard map", "mustache map", "beard density", "salt-and-pepper beard ratio", "hairline", "hair density", "hair direction", "mature age appearance", "real human imperfection pattern" ], "must_preserve": [ "instant recognizability as IMAGE1", "exact mature identity", "natural asymmetry", "real skin pores", "real wrinkles", "uneven human texture", "beard-root texture", "rough beard map", "hairline", "mature non-idealized age" ], "forbidden": [ "identity drift", "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "social media portrait face", "symmetrized face", "smoothed face", "healthy skin upgrade", "subtle face improvement", "cinematic handsome correction", "face cleanup", "expression redesign", "skin texture replacement" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_SCALE_PROPORTION_WARDROBE_MASTER", "authority": "MAXIMUM_NON_OVERRIDEABLE", "use_only_for": [ "body mass", "body proportions", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural physical presence", "body weight realism", "base wardrobe visible in IMAGE2", "footwear visible in IMAGE2", "watch or chain only if visible and coherent" ], "must_preserve": [ "solid body mass", "real body proportions", "shoulder width", "neck thickness", "torso volume", "arm scale", "hand scale", "natural weight", "base wardrobe", "age-body coherence" ], "forbidden": [ "body slimming", "athletic redesign", "copied IMAGE3 body", "changed body age", "changed hand scale", "changed body proportions", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "fashion beautification", "body idealization" ] }, "IMAGE3": { "role": "CURRENT_DYNAMIC_TARGET_BLUEPRINT_ONLY", "authority": "LIMITED_TO_CURRENT_VISIBLE_TARGET_ELEMENTS_ONLY", "current_run_only": true, "allowed_transfer_domains": [ "pose skeleton", "body orientation", "gesture", "camera angle", "lens framing", "composition", "visible background", "visible environment", "visible lighting direction", "visible lighting mood", "scene-level visual style", "scene-level color mood external only", "visible environmental accessories", "visible props", "visible objects", "visible furniture", "atmosphere", "cinematic scene mood external only", "external scene shadows" ], "zero_authority_over": [ "face identity", "skin identity", "skin tone truth", "skin texture", "skin reflectance", "beard identity", "hair identity", "body identity", "age identity", "facial structure", "facial expression identity", "body mass", "hand scale", "source-person uniqueness", "human truth of IMAGE1 and IMAGE2" ] } }, "preflight_validation": { "must_pass_before_generation": true, "reject_before_generation_if": [ "IMAGE1 face is not clear enough for identity lock", "IMAGE1 skin texture is unreadable", "IMAGE1 beard or hair reference is unusable when visible identity requires it", "IMAGE2 body mass or wardrobe is unusable", "IMAGE2 hand scale is unusable and IMAGE3 requires close hand interaction", "IMAGE3 pose is unreadable", "IMAGE3 visible-object manifest is too ambiguous near the subject", "IMAGE3 requires hiding critical identity zones", "IMAGE3 requires impossible face angle projection", "IMAGE3 requires impossible body distortion", "IMAGE3 requires hand-object contact that cannot be rendered credibly without guessing", "target framing makes face too small for recognition", "scene lighting would require glossy plastic smooth or beauty skin to fit", "cinematic mood would contaminate face skin beard hair neck or hands" ], "required_before_output": [ "lock IMAGE1 face identity", "lock IMAGE1 real skin texture", "lock IMAGE1 beard and hair", "lock IMAGE1 face-neck continuity", "lock IMAGE2 body mass scale wardrobe and hand size", "parse current IMAGE3 as closed visible manifest", "separate environmental accessories from worn subject accessories", "remove absent objects", "remove previous scene memory", "block AI skin defaults", "block realistic-beauty conversion", "block healthy-skin upgrade", "block mature handsome AI portrait", "apply cinematic finish only outside identity zones", "validate fatal matrix before accepting" ] }, "current_image3_manifest_protocol": { "state": "PARSE_CURRENT_IMAGE3_AS_CLOSED_MANIFEST_BEFORE_GENERATION", "instruction": "Build an internal closed manifest from the current IMAGE3 only. The manifest contains only visible pose, gesture, framing, background, environment, lighting, style, environmental accessories, props, objects, furniture, atmosphere, and scene mood. Anything not visible in this current manifest is forbidden.", "manifest_slots": { "visible_pose": "extract from current IMAGE3 only", "visible_gesture": "extract from current IMAGE3 only", "visible_body_orientation": "extract from current IMAGE3 only", "visible_camera_angle": "extract from current IMAGE3 only", "visible_camera_framing": "extract from current IMAGE3 only", "visible_lens_perspective": "extract from current IMAGE3 only", "visible_background": "extract from current IMAGE3 only", "visible_environment": "extract from current IMAGE3 only", "visible_lighting_direction": "extract from current IMAGE3 only", "visible_lighting_mood": "extract from current IMAGE3 only", "visible_scene_style": "extract from current IMAGE3 only", "visible_color_mood_external_only": "extract from current IMAGE3 only as external scene-level mood; never apply to face skin beard hair neck hands or body truth", "visible_environmental_accessories": "extract from current IMAGE3 only; allowed if not worn by subject and physically part of scene", "visible_worn_accessories_on_target_person": "extract from current IMAGE3 only; do not transfer to anchored subject unless user_allows_worn_image3_accessories_transfer is true", "visible_props": "extract from current IMAGE3 only; if absent use none", "visible_objects": "extract from current IMAGE3 only; if absent use none", "visible_furniture": "extract from current IMAGE3 only; if absent use none", "visible_handheld_objects": "extract from current IMAGE3 only; transfer only if visibly held or required by pose contact and physically coherent", "visible_atmosphere": "extract from current IMAGE3 only" }, "closed_list_rule": "Only elements inside the current IMAGE3 manifest may appear in the output. All non-manifest elements are prohibited. No prior mug, table, flowers, book, chair, glasses, jewelry, microphone, smoke, vehicle, sign, hat, jacket, prop, furniture, background element, or decorative item may appear unless visibly present in current IMAGE3.", "ambiguity_rule": "If an element is ambiguous and close to the subject, omit it. If an element is ambiguous and distant in the background, allow only an indistinct non-defined background shape; never convert ambiguity into a clear invented object." }, "accessory_governance": { "environment_accessories_allowed": "true only if visibly present in current IMAGE3 manifest and physically part of environment", "worn_accessories_on_subject_allowed": false, "worn_accessories_override_requires_explicit_user_command": true, "handheld_objects_allowed_only_if_visible_and_pose_requires_contact": true, "rules": [ "Environmental accessories visible in IMAGE3 may transfer as scene elements only.", "Accessories worn by another person in IMAGE3 must not transfer onto anchored subject unless user explicitly allows it.", "Glasses, hats, jewelry, watches, chains, scarves, jackets, microphones, badges, bags, and wearable items must not be added to the anchored subject unless visible in IMAGE2 or explicitly commanded by user.", "Handheld objects may transfer only if visibly present in current IMAGE3 and required by the pose or contact geometry.", "No accessory may alter face identity, skin, beard, hair, body mass, or hand scale." ], "reject_if": [ "worn accessory appears without explicit user command", "environment accessory becomes subject-worn accessory", "handheld object appears while absent from IMAGE3", "accessory changes identity or face silhouette", "accessory hides critical identity zones unnecessarily" ] }, "identity_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "rule": "Project the exact same IMAGE1 face into the IMAGE3 pose perspective without redesigning anatomy. If the target angle is difficult, preserve identity and reduce target angle accuracy. Identity loss is fatal.", "identity_threshold": "The subject must be instantly recognizable as the exact same real person from IMAGE1 without explanation.", "facial_zone_priority_weights": { "eyes": 1.0, "eyelids": 1.0, "eye_spacing": 1.0, "nose": 0.99, "nostrils": 0.98, "mouth": 0.97, "jaw": 0.97, "chin": 0.96, "cheeks": 0.95, "brow": 0.95, "beard": 0.96, "hairline": 0.96, "skin_texture": 1.0, "face_neck_continuity": 0.98 }, "must_preserve": [ "forehead", "eyes", "eyelids", "eyelid heaviness", "eye spacing", "eyebrows", "nose width", "nose bridge", "nostrils", "mouth width", "lip thickness", "jaw", "chin", "cheeks", "under-eye texture", "skin pores", "beard map", "mustache map", "hairline", "mature age", "natural asymmetry", "real imperfect facial presence" ], "forbidden": [ "new face", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face", "celebrity face", "younger face", "prettier face", "default attractive male face", "premium portrait face", "luxury cinematic face", "social media portrait face", "editorial portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature face", "professional actor face", "symmetrized face", "smoothed face", "changed expression identity", "subtle face improvement", "cinematic handsome correction" ], "dynamic_face_angle_projection_lock": { "source": "IMAGE1_ONLY", "rule": "Only perspective projection is allowed. Do not invent unseen anatomy. If IMAGE3 angle demands a profile or 3/4 view not supported by IMAGE1, reduce angle accuracy before altering identity.", "forbidden": [ "new side profile", "invented cheek structure", "invented jawline", "invented nose profile", "new eyelid geometry", "new mouth identity", "celebrity approximation", "identity softened to fit target angle", "profile geometry guessed" ], "reject_if": [ "face no longer instantly matches IMAGE1", "profile geometry is guessed", "jaw nose eyes or mouth change", "target angle damages identity" ] } }, "face_scale_and_framing_control": { "priority": "FATAL_HIGH", "minimum_face_visibility_required": true, "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "if_IMAGE3_framing_makes_face_too_small": "reframe closer or reduce target framing similarity before losing identity", "rules": [ "Identity readability overrides exact IMAGE3 framing.", "If cinematic framing hides or shrinks the face, preserve identity by moving closer.", "Do not use distance, depth of field, haze, crop, shadow, or motion blur to hide identity errors.", "The face must remain readable enough for immediate recognition." ], "reject_if": [ "face too small to verify", "eyes unreadable", "skin texture unreadable", "beard map unreadable", "identity only works when explained", "cinematic framing hides identity" ] }, "real_human_skin_truth_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_MAXIMUM", "goal": "Preserve real mature human skin exactly as human skin, not beauty skin, not AI skin, not cinematic polished skin.", "texture_priority_over_lighting": "Skin texture truth overrides lighting realism. If IMAGE3 lighting creates shine, smoothness, polish, glow, wax, plasticity, or beauty skin, reduce the lighting effect instead of damaging skin truth.", "must_preserve": [ "visible pores", "uneven pore density", "forehead texture", "forehead marks", "under-eye texture", "cheek pores", "nose pores", "nasolabial texture", "beard-root texture", "micro-wrinkles", "small imperfections", "redness variation", "uneven tone", "natural pigmentation variation", "subtle tiredness", "age-consistent texture", "non-uniform exposure", "real photographic micro-noise", "face-to-neck continuity", "natural human micro-reflectance only if already present in IMAGE1" ], "strictly_forbidden": [ "AI skin", "plastic skin", "wax skin", "porcelain skin", "rubber skin", "CGI skin", "beauty filter", "skin smoothing", "skin polishing", "frequency flattening", "face cleanup", "tone evening", "uniform skin", "commercial retouch", "editorial retouch", "premium portrait skin", "luxury cinematic skin", "mature handsome AI portrait skin", "refined mature skin", "professional actor skin", "airbrushed face", "over-denoised skin", "fake gloss", "glossy forehead", "wet skin look", "oil shine boost", "specular highlight boost", "HDR skin", "over-sharpened fake pores", "blurred pores", "orange cast", "teal cast", "blue cast", "magenta cast", "green cast", "cinematic grade on face skin", "beauty lighting on face", "healthy skin upgrade", "premium realism skin", "realistic-beauty conversion", "skin texture replaced by engine prior" ], "natural_micro_reflectance_not_gloss": { "rule": "Allow natural human micro-reflectance only if already present in IMAGE1. If uncertain, keep skin dry, natural, textured, imperfect, and non-glossy.", "allowed": [ "source-consistent human micro-reflectance", "small physically plausible non-beauty skin dimensionality already coherent with IMAGE1" ], "forbidden": [ "beauty shine", "fashion editorial glow", "new shine", "fake highlights", "glossy patches", "shiny cheeks", "shiny nose bridge", "shiny forehead", "skin glow", "wet commercial look" ] }, "microtexture_protection": { "denoise_allowed": false, "beauty_smooth_allowed": false, "texture_simplification_allowed": false, "pores_must_remain_readable": true, "wrinkles_must_remain_readable": true, "under_eye_texture_must_remain_readable": true, "beard_root_texture_must_remain_readable": true, "forehead_texture_must_remain_readable": true, "neck_texture_must_remain_readable_if_visible": true, "hand_texture_must_remain_readable_if_visible": true } }, "zonal_skin_truth_map": { "priority": "FATAL_MAXIMUM", "forehead": { "preserve": [ "pores", "marks", "uneven tone", "wrinkles", "real texture", "age detail" ], "forbid": [ "glossy forehead", "plastic shine", "smooth forehead", "beauty highlight", "fake specular band" ] }, "under_eyes": { "preserve": [ "texture", "fine lines", "age detail", "natural tiredness", "asymmetry" ], "forbid": [ "eye bag cleanup", "beauty smoothing", "brightened glamour eyes", "AI eye polish", "under-eye retouch" ] }, "nose": { "preserve": [ "nose pores", "real skin grain", "natural tonal variation", "actual nose structure" ], "forbid": [ "shiny plastic nose", "fake specular stripe", "smoothed bridge", "nose reshaping", "beauty nose highlight" ] }, "cheeks": { "preserve": [ "cheek pores", "redness variation", "uneven tone", "age texture", "natural asymmetry" ], "forbid": [ "airbrushed cheeks", "commercial cheek polish", "beauty blush invention", "skin uniformity", "plastic cheek sheen" ] }, "mouth_lips": { "preserve": [ "natural mouth identity", "lip thickness", "mature tension", "real texture" ], "forbid": [ "glossy lips unless present in IMAGE1", "smile beautification", "celebrity smile", "teeth smile invention", "mouth reshaping" ] }, "beard_root": { "preserve": [ "beard-root texture", "irregular beard density", "salt-and-pepper transition", "rough edge" ], "forbid": [ "painted beard", "clean barber edge", "uniform density", "beard smoothing", "AI groomed beard" ] }, "neck": { "preserve": [ "tone continuity", "texture continuity", "age consistency", "natural shadows", "jaw shadow transition" ], "forbid": [ "smooth AI neck", "wrong neck tone", "plastic neck", "face-neck mismatch", "cutout jaw seam" ] }, "hands": { "preserve": [ "natural hand texture", "knuckles", "creases", "age-consistent skin", "real contact shadows", "subject-consistent color", "natural nails", "finger skin folds", "real finger joints" ], "forbid": [ "plastic hands", "rubber hands", "smooth AI hands", "beautiful AI fingers", "wrong hand color", "missing hand texture", "mannequin fingers", "overclean nails", "model-like hands" ] } }, "face_neck_skin_continuity_lock": { "priority": "FATAL_HIGH", "requirements": [ "face tone and neck tone must be physically coherent", "face texture and neck texture must not look like different retouch levels", "shadow under jaw must be natural", "beard-to-neck transition must remain realistic", "no cutout effect between face and neck", "no mask seam", "no sudden smooth neck under textured face", "no scene color cast only on neck" ], "reject_if": [ "face and neck have different color temperature", "face has pores but neck is plastic", "neck is too smooth", "jaw edge looks pasted", "beard edge looks composited", "lighting discontinuity breaks realism" ] }, "beard_hair_system": { "source": "IMAGE1_ONLY", "priority": "FATAL_HIGH", "must_preserve": [ "salt-and-pepper beard distribution", "mustache density", "chin beard mass", "cheek beard irregularity", "rough beard edges", "uneven beard density", "beard-root skin texture", "hairline position", "short gray-black hair", "hair density", "hair direction", "natural flyaways", "mature coarse texture" ], "forbidden": [ "beard regularization", "barber-perfect beard", "clean beard edge", "painted beard", "fake beard", "uniform beard density", "beard darkening", "beard whitening", "hair restyle", "changed hairline", "AI groomed beard", "added hair volume" ] }, "expression_system": { "source": "IMAGE1_DOMINANT", "priority": "HIGH", "allowed_change": "Only unavoidable micro-adjustment caused by IMAGE3 pose, gesture, or physical interaction. Expression must remain mature, restrained, natural, and identity-consistent.", "forbidden": [ "big smile", "teeth smile", "celebrity smile", "new friendly persona", "exaggerated cheek lift", "changed eyelid emotion", "changed mouth identity", "copied IMAGE3 smile", "over-pleasant AI expression", "commercial smiling portrait", "talk-show host expression" ] }, "body_wardrobe_hands_system": { "source": "IMAGE2_ONLY", "priority": "FATAL_MAXIMUM", "body_rule": "Preserve IMAGE2 body mass, proportions, scale, hand size, and physical presence. Adapt posture to IMAGE3 only when physically possible. If pose conflicts with body, reduce pose accuracy.", "wardrobe_rule": "IMAGE2 wardrobe remains base wardrobe. IMAGE3 wardrobe has zero authority unless user_allows_image3_wardrobe_transfer is true.", "hands_rule": "Use IMAGE2 hand scale and current IMAGE3 visible gesture/contact only. Hands must be real, textured, anatomically correct, color-consistent with the subject, and never beautified into mannequin/model AI hands.", "must_preserve": [ "solid body mass", "shoulder width", "neck thickness", "torso volume", "abdomen mass impression", "arm thickness", "forearm scale", "hand size", "leg proportions", "age-body coherence", "natural weight", "base wardrobe integrity", "real fabric behavior" ], "reject_if": [ "slim body", "athletic redesign", "wrong body scale", "wrong shoulders", "wrong neck", "wrong torso", "automatic IMAGE3 wardrobe replacement", "engine-invented clothing", "luxury redesign", "commercial wardrobe beautification", "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure" ] }, "hands_objects_and_contact_system": { "source_priority": "IMAGE2 hand scale plus current IMAGE3 visible gesture and visible manifest object contact", "rules": [ "five fingers per visible hand unless truly occluded", "real knuckles", "real finger separation", "natural wrist angle", "human hand texture", "subject-consistent hand color", "natural nails", "visible finger creases", "age-consistent hand skin", "hand color consistent with subject skin truth", "contact shadows required for touched objects", "object scale must match IMAGE3 manifest if present", "no hand-object penetration", "no floating objects", "no invented held object", "do not hide bad hands with blur crop shadow or depth of field" ], "reject_if": [ "extra fingers", "missing fingers without occlusion", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "wrong grip", "broken wrist", "floating object", "fake contact", "blur used to hide hand failure", "crop used to hide hand failure" ] }, "pose_scene_transfer_system": { "source": "CURRENT_IMAGE3_MANIFEST_ONLY", "pose_rule": "Clone IMAGE3 pose skeleton, gesture, body orientation, and camera framing only as far as IMAGE1 identity and IMAGE2 body locks remain intact.", "background_rule": "Clone only the visible IMAGE3 background and environment. Do not expand replace decorate or invent background elements.", "style_rule": "Clone IMAGE3 visible style and cinematic mood at the scene level only. Style cannot modify face identity, skin texture, skin reflectance, beard, hair, body mass, age, neck texture, or hands realism.", "lighting_rule": "Replicate IMAGE3 light direction, contrast mood, shadow logic, and cinematic atmosphere while preserving IMAGE1 face color, skin texture, skin reflectance, beard color, hair truth, neck continuity, and hand realism. Lighting may shape the scene but cannot polish, smooth, gloss, brighten, or beautify the face.", "color_mood_external_only_rule": "Scene-level color mood may affect only background, visible manifest objects, visible environmental accessories, external shadows, and atmosphere. It must never affect face, neck, hands, skin, beard, hair, eyes, lips, or body truth.", "accessory_object_rule": "Clone only environmental accessories, props, objects, furniture, and environmental items visibly present in current IMAGE3 manifest. Absent objects are forbidden. Worn accessories from IMAGE3 do not transfer to the anchored subject unless explicitly commanded." }, "cinematic_finish_governance": { "allowed": true, "cinematic_finish_external_only": true, "apply_after_identity_body_skin_locks": true, "cinematic_intensity_cap": 0.1, "allowed_domains": [ "background", "environment", "visible manifest objects", "visible environmental accessories", "global scene atmosphere", "camera mood", "background contrast", "scene depth", "external non-identity shadows", "non-identity color mood" ], "protected_domains": [ "face identity", "skin color", "skin undertone", "skin texture", "skin pores", "skin wrinkles", "skin imperfections", "skin reflectance", "forehead", "eyes", "under-eyes", "nose", "cheeks", "mouth", "beard", "hair", "neck", "hands", "body mass", "hand anatomy" ], "rule": "Cinematic mood may affect only scene atmosphere, background, external shadows, and visible objects. It must never affect skin, face, beard, neck, hands, identity, or body truth.", "forbidden": [ "cinematic grade recoloring face", "cinematic grade smoothing skin", "cinematic grade polishing skin", "beauty lighting on face", "premium portrait skin", "luxury cinematic face", "mature handsome cinematic face", "scene haze over identity zones", "glossy forehead", "shiny cheeks", "shiny nose", "AI sharpness", "skin polish", "skin glow", "healthy skin upgrade", "face glow", "glamour face contrast" ] }, "blur_visibility_edges_system": { "reject_if_face_too_small": true, "reject_if_identity_not_readable_at_thumbnail": true, "depth_of_field_policy": "Depth of field is allowed only in background and distant environment. Never blur, soften, denoise, diffuse, or haze face, eyes, nose, mouth, beard, neck, skin texture, hands, visible accessories, or visible objects to hide errors.", "forbidden": [ "face blur", "eye blur", "beard blur", "skin blur", "neck blur hiding mismatch", "hand blur hiding anatomy", "object blur hiding geometry", "low-resolution identity hiding", "haze over face", "soft-focus beauty effect", "diffusion filter on face" ], "edge_requirements": [ "no halo", "no double contour", "no mask trace", "no cutout effect", "no edge glow", "natural hair edge", "natural beard edge", "natural clothing edge", "realistic contact shadows", "realistic overlap ordering", "natural face-neck boundary", "natural jaw shadow", "natural body-environment contact" ] }, "fatal_vs_allowed_degradation_policy": { "fatal_errors": [ "identity drift", "face generated reconstructed averaged or changed", "skin becomes AI plastic glossy smooth polished waxy or beauty-retouched", "body mass changes", "wardrobe changes without explicit user command", "worn accessory transfers without explicit user command", "beard or hair pattern changes", "face-neck mismatch", "bad hands", "invented object", "object absent in IMAGE3 appears", "cinematic grade contaminates face skin neck hands or beard", "human viewer detects AI skin or identity drift" ], "allowed_degradations": [ "reduce IMAGE3 pose accuracy to protect identity", "reduce cinematic style intensity to protect skin", "omit ambiguous near-subject object", "simplify distant ambiguous background shape", "reduce target angle if face identity would drift", "reduce scene lighting effect if it creates shine", "reduce wardrobe similarity if user did not allow IMAGE3 wardrobe transfer", "remove worn accessories if user did not explicitly allow them" ] }, "execution_sequence": [ "PREFLIGHT_VALIDATE_INPUTS", "LOCK_IMAGE1_FACE_IDENTITY", "LOCK_IMAGE1_FACE_ZONE_PRIORITY_WEIGHTS", "LOCK_IMAGE1_REAL_HUMAN_SKIN_TRUTH", "LOCK_IMAGE1_ZONAL_SKIN_TRUTH_MAP", "LOCK_IMAGE1_FACE_NECK_CONTINUITY", "LOCK_IMAGE1_BEARD_AND_HAIR", "LOCK_IMAGE2_BODY_MASS_SCALE_WARDROBE_AND_HAND_SIZE", "PARSE_CURRENT_IMAGE3_CLOSED_MANIFEST", "SEPARATE_ENVIRONMENT_ACCESSORIES_FROM_WORN_ACCESSORIES", "REMOVE_ALL_ABSENT_OBJECTS_AND_PREVIOUS_SCENE_MEMORY", "BLOCK_ENGINE_DEFAULT_AI_SKIN_AND_BEAUTY_PRIORS", "BLOCK_REALISTIC_BEAUTY_CONVERSION", "BLOCK_HEALTHY_SKIN_UPGRADE", "BLOCK_MATURE_HANDSOME_AI_PORTRAIT", "PROJECT_LOCKED_PERSON_INTO_DYNAMIC_TARGET_POSE", "INTEGRATE_VISIBLE_IMAGE3_MANIFEST_SCENE_WITHOUT_IDENTITY_OR_SKIN_CONTAMINATION", "APPLY_CONTROLLED_CINEMATIC_FINISH_TO_EXTERNAL_SCENE_ONLY", "VALIDATE_IDENTITY_SKIN_BODY_HANDS_OBJECTS_EDGES_REALISM", "ACCEPT_OR_REJECT_OUTPUT" ], "numerical_thresholds": { "identity_similarity_minimum": 0.99, "eyes_preservation_minimum": 1.0, "nose_preservation_minimum": 0.99, "mouth_preservation_minimum": 0.97, "jaw_preservation_minimum": 0.97, "skin_texture_preservation_minimum": 0.985, "skin_reflectance_preservation_minimum": 0.985, "face_neck_continuity_minimum": 0.98, "beard_hair_preservation_minimum": 0.98, "body_mass_preservation_minimum": 0.96, "body_proportion_preservation_minimum": 0.96, "image3_identity_influence_allowed": 0.0, "absent_object_generation_allowed": 0.0, "worn_accessory_transfer_allowed_without_user_command": 0.0, "beautification_allowed_score": 0.0, "realistic_beauty_conversion_allowed_score": 0.0, "healthy_skin_upgrade_allowed_score": 0.0, "mature_handsome_ai_portrait_allowed_score": 0.0, "plastic_skin_allowed_score": 0.0, "glossy_skin_allowed_score": 0.0, "skin_smoothing_allowed_score": 0.0, "celebrity_resemblance_allowed_score": 0.0, "face_visibility_minimum_ratio_close_medium": 0.25, "face_visibility_minimum_ratio_full_body": 0.18, "hands_anatomy_minimum_score": 0.96, "hand_texture_preservation_minimum": 0.96, "hand_color_consistency_minimum": 0.96, "object_contact_physics_minimum_score": 0.96, "ai_artifact_tolerance": 0.0, "blur_used_to_hide_errors_allowed": false }, "fatal_validation_textual_matrix": { "fatal_errors": [ "identity drift", "face looks generated", "face looks reconstructed", "face looks averaged", "face looks younger", "face looks prettier", "face resembles IMAGE3 identity", "celebrity resemblance", "mature handsome AI portrait detected", "cinematic older male upgrade detected", "distinguished male face detected", "professional actor face detected", "skin looks AI", "skin looks plastic", "skin looks waxy", "skin looks glossy", "skin looks polished", "skin has beauty retouch", "realistic result converted into beauty portrait", "healthy skin upgrade detected", "premium realism skin detected", "forehead has fake shine", "cheeks are smoothed", "nose has plastic specular highlight", "under-eyes are cleaned", "beard is regularized", "hairline changed", "face-neck mismatch", "neck is smoother than face", "body mass changed", "body slimmed", "wardrobe changed without explicit user command", "worn accessory transferred without explicit user command", "hands are anatomically wrong", "hands look plastic smooth overclean or mannequin-like", "hand color differs from subject skin truth", "object appears but is absent in current IMAGE3 manifest", "hardcoded object from previous case appears", "blur hides face skin or hands", "cinematic grade contaminates skin", "AI signature visible", "human viewer detects AI skin or identity drift", "human viewer could doubt realism" ], "reject_action": "Reject immediately. Do not repair by smoothing, cropping, blurring, beautifying, polishing, adding shine, adding haze, adding accessories, or changing identity. Preserve IMAGE1 and IMAGE2, reduce IMAGE3 similarity if needed, and rerun with stricter locks.", "major_errors": [ "minor pose mismatch", "minor non-identity background mismatch", "minor visible object scale mismatch", "minor clothing fold inconsistency", "minor non-face lighting mismatch" ], "allowed_micro_variations": [ "minor fabric wrinkles", "minor seated or pose compression", "minor natural contact shadow changes", "minor background blur limited to distant environment", "minor pose reduction required to protect identity" ] }, "validation_gate": { "accept_only_if": [ "IMAGE1 identity is instantly recognizable without explanation", "IMAGE1 skin remains real textured mature imperfect non-plastic non-glossy", "natural human micro-reflectance appears only if already present in IMAGE1 and never becomes glossy", "zonal skin truth is preserved on forehead under-eyes nose cheeks mouth beard-root neck and hands if visible", "face-neck continuity is physically believable", "IMAGE2 body mass and scale are preserved", "IMAGE2 wardrobe remains unless explicitly allowed otherwise by user_allows_image3_wardrobe_transfer", "no IMAGE3 worn accessory transfers onto subject unless explicitly allowed", "IMAGE3 contributes only current manifest visible elements", "no absent objects are generated", "no previous-scene objects appear", "beard and hair remain locked to IMAGE1", "hands are anatomical textured color-consistent and physically credible", "hands preserve natural knuckles creases nails and subject-consistent texture", "all visible manifest object contacts are physically credible", "cinematic finish does not contaminate identity zones", "scene-level color mood stays external only", "depth of field does not hide errors", "face is readable and not too small", "edges are clean and natural", "final result looks like a real natural non-idealized human photographed by a real camera" ], "reject_if": [ "human viewer detects AI skin or identity drift", "identity drift", "face reconstruction", "face averaging", "IMAGE3 identity contamination", "younger face", "beautified face", "idealized human", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium portrait skin", "luxury cinematic face", "plastic skin", "wax skin", "glossy skin", "skin smoothing", "skin polish", "AI skin", "beard regularization", "hairline change", "face-neck mismatch", "body slimming", "wrong body scale", "invented object", "invented accessory", "worn accessory transferred without explicit command", "object absent in IMAGE3 manifest appears", "bad hands", "fake contact", "scene color contaminates face", "lighting creates fake skin shine", "blur hiding errors", "halo edges", "AI look", "human viewer could doubt realism" ] }, "strict_negative_prompt": [ "different person", "identity drift", "AI face", "generated face", "reconstructed face", "averaged face", "interpolated face", "IMAGE3 face influence", "celebrity resemblance", "younger face", "beautified face", "idealized human", "default attractive male face", "premium portrait face", "luxury cinematic face", "editorial male portrait", "social media portrait face", "mature handsome AI portrait", "cinematic older male upgrade", "distinguished male face", "refined mature skin", "professional actor face", "realistic beauty conversion", "healthy skin upgrade", "premium realism skin", "cinematic handsome correction", "subtle face improvement", "AI skin", "plastic skin", "wax skin", "rubber skin", "porcelain skin", "smooth skin", "glossy skin", "shiny skin", "skin glow", "face polish", "skin polish", "airbrushed face", "pore loss", "skin cleanup", "HDR skin", "over-denoised skin", "wrong neck tone", "plastic neck", "face-neck mismatch", "changed eyes", "changed nose", "changed mouth", "changed jaw", "changed beard", "changed hairline", "slim body", "athletic body", "wrong shoulders", "wrong neck", "wrong hands", "extra fingers", "missing fingers", "fused fingers", "rubber hands", "plastic hands", "smooth AI hands", "beautiful AI fingers", "mannequin hands", "wrong hand color", "overclean hands", "floating object", "fake contact", "invented object", "invented prop", "invented accessory", "invented worn accessory", "invented furniture", "invented background element", "hardcoded object", "previous scene memory", "object not visible in IMAGE3 manifest", "worn accessory from IMAGE3 without permission", "overprocessed scene", "CGI look", "painterly look", "cartoon look", "AI signature", "halo edges", "mask traces", "cutout effect", "edge glow", "face too small", "blur hiding face", "blur hiding skin", "blur hiding hands", "human viewer could doubt realism" ], "nano_banana_execution_prompt": "Create one single final ultra-realistic real-camera photograph. IMAGE1 is the absolute face, skin, beard, hair, and identity source. IMAGE2 is the absolute body, scale, wardrobe, hand-size, and physical-presence source. IMAGE3 is only the current dynamic target scene blueprint and must be parsed fresh as a closed visible-element manifest. Transfer only visible IMAGE3 pose, gesture, framing, background, environment, lighting logic, props, objects, environmental accessories, furniture, atmosphere, and cinematic scene mood. Do not transfer IMAGE3 identity, face, skin, body, age, or human traits. Do not invent absent objects. Do not reuse previous scene objects. Do not hardcode any prop. Do not add worn accessories from IMAGE3 unless explicitly allowed. Keep IMAGE2 wardrobe unless explicitly allowed otherwise. Preserve IMAGE1 identity instantly recognizable without explanation. Preserve real mature human skin: pores, wrinkles, uneven tone, redness variation, under-eye texture, forehead texture, nose pores, cheek pores, beard-root texture, natural asymmetry, face-neck continuity, and non-idealized age. No AI skin, no plastic skin, no glossy skin, no smooth skin, no beauty retouch, no healthy skin upgrade, no premium portrait face, no mature handsome AI portrait, no cinematic older male upgrade, no professional actor face. Preserve IMAGE2 body mass, shoulders, neck, torso, arms, hand scale, and natural weight. Hands must be anatomical, textured, color-consistent, with real knuckles, creases, nails, contact shadows, and correct object physics. Cinematic finish is allowed only on the external scene, background, objects, atmosphere, and external shadows; never on face, skin, beard, hair, neck, hands, body mass, or identity. If any conflict appears, preserve identity, body, real skin, beard, hair, hands, and wardrobe first; reduce IMAGE3 pose/style similarity instead. Reject any output with identity drift, AI skin, plastic skin, glossy skin, invented objects, bad hands, changed body, changed wardrobe, face-neck mismatch, blur hiding errors, or visible AI signature.", "final_execution_instruction": "Use this as the complete functional Nano Banana Pro Realistic JSON. Produce one single final image only. IMAGE1 and IMAGE2 are fixed anchors. IMAGE3 is always variable and must be parsed fresh as a closed current-image manifest. Transfer only what is visibly present in current IMAGE3. Do not invent, reuse, hardcode, beautify, idealize, polish, smooth, clean, reconstruct, average, or reinterpret anything. Preserve IMAGE1 identity, real skin texture, pores, wrinkles, uneven tone, beard, hair, face-neck continuity, mature imperfections, natural asymmetry, and non-idealized human truth. Preserve IMAGE2 body mass, scale, hand size, wardrobe base, and physical presence. Keep environmental accessories separate from worn subject accessories. Do not transfer worn IMAGE3 accessories unless explicitly allowed. Apply cinematic finish only to external scene domains after identity, skin, neck, hands, body, and wardrobe locks are safe. If any conflict appears, preserve identity, body, and real human skin first; reduce target similarity; reject any invented, beautified, glossy, plastic, smooth, polished, idealized, mature-handsome-AI, or AI-looking result." }