Primary_failure_to_prevent A recognizable subject that still feels AI-generated Prompts

AI inbreeding

AI inbreeding

AI inbreeding

AI inbreeding

AI inbreeding

,failed human(aggressive), highly detailed,

AI inbreeding

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

AI inbreeding

unstable diffusion, AI, artificial inteliigence, mind

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

AI inbreeding

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

{ "template_name": "MARRLONN2027_V57_TERMINAL_ZERO_AI_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_TERMINAL_SEALED_CANON_EOS_R50_KLING_3_READY", "core_mission": "Create one final master still image that preserves IMAGE1 facial identity and real skin truth, preserves IMAGE2 body anatomy and proportions, and uses IMAGE3 only as a subordinated dynamic reference for pose, scene, wardrobe, angle, objects, and environment. The final result must look like a real imperfect human photographed by a real Canon EOS R50 camera, not like AI, CGI, beauty retouch, actor replacement, model replacement, luxury advertisement, or synthetic portrait. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, hand failure, edge shimmer, clothing crawl, or synthetic human perception.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + REAL_HUMAN_PERCEPTION_LOCK + BIOLOGICAL_SKIN_TRUTH + BODY_ANATOMY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + CANON_EOS_R50_REAL_CAPTURE + KLING_3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too polished, too clean, too cinematic, too handsome, too actor-like, too model-like, too luxury-ad-like, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "A viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, natural imperfections, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_FINAL_REAL_HUMAN_PERCEPTION", "3_IMAGE2_BODY_ANATOMY_AND_SCALE", "4_KLING_3_VIDEO_STABILITY", "5_IMAGE3_POSE_SCENE_WARDROBE_OBJECTS_SUBORDINATED", "6_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "7_CINEMATIC_ONLY_FOR_COMPOSITION_AND_ENVIRONMENT" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "redness", "under-eye shadows", "facial fatigue", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "mustache texture", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer the real skin truth from IMAGE1, do not recreate a cleaner version", "preserve imperfect human facial truth under any IMAGE3 scene or wardrobe", "realism must come from camera truth and biological imperfection, not from changing the person", "do not improve attractiveness", "do not normalize skin", "do not clean the face", "do not replace the subject with a more realistic generic human", "do not transfer any third-party, actor, celebrity, model, or reference identity" ], "forbidden": [ "identity drift", "generic human replacement", "celebrity identity transfer", "actor replacement", "model replacement", "face redesign", "beautification", "symmetry correction", "youthification", "facial slimming", "jaw enhancement", "nose refinement", "eye enhancement", "lip enhancement", "skin smoothing", "skin polishing", "skin normalization", "makeup effect", "cosmetic cleanup", "plastic skin", "waxy skin", "porcelain skin", "glass skin", "AI face", "AI-corrected masculinity", "commercial confidence face", "luxury portrait face", "perfect male face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight", "real posture limitations" ], "mandatory_rules": [ "IMAGE2 is law for body and anatomy", "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "short arms", "deformed hands", "wrong body scale", "catalog body correction", "idealized shoulders", "fake torso taper", "mannequin posture" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference", "visible objects", "background", "general lighting direction", "environment mood", "spatial layout" ], "mandatory_rules": [ "IMAGE3 provides scene and pose only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty style", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, or model identity", "cinematic effect is allowed only for environment, framing, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override" ], "forbidden": [ "face contamination", "skin contamination", "identity override", "facial geometry override", "beauty style transfer", "cinematic glamour applied to face", "makeup transfer", "skin tone replacement", "facial expression beautification", "celebrity face borrowing", "actor charisma transfer", "luxury catalog facial treatment" ] } }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE", "override_all_conflicts": true }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_REAL_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE_NON_NEGOTIABLE" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_HUMANITY" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY_WITHOUT_BODY_CHANGE" }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence_level": "VISIBLE_ONLY", "visible_objects_only": true, "allow_new_unreferenced_objects": false, "block_unreferenced_objects": true }, "lighting_domain": { "source": "IMAGE3", "influence_level": "DIRECTION_AND_ENVIRONMENT_ONLY", "control_mode": "SKIN_RESPONSE_FROM_IMAGE1", "face_skin_response_source": "IMAGE1", "protect_face": true, "protect_skin": true, "protect_age": true, "protect_texture": true, "protect_human_presence": true, "no_beauty_lighting": true, "no_glamour_lighting_on_face": true } }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception must be: this is a real living human photographed by a real camera.", "requirements": [ "biologically alive presence", "real physical presence", "unretouched human skin", "lived-in face", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into a real environment", "real imperfect facial surface", "real skin response without cosmetic correction", "imperfections inherited from IMAGE1, not fake texture invented by the model" ], "reject_if": [ "subject feels synthetic", "subject feels generated", "subject feels too clean", "subject feels like a mannequin", "subject feels like a luxury ad model", "subject feels like an AI portrait", "subject feels like a movie-star replacement", "skin looks perfect", "skin looks polished", "skin looks waxy", "eyes look synthetic", "expression feels frozen", "face looks corrected", "face looks more handsome than IMAGE1", "humanity is achieved by changing identity" ] }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve pores, wrinkles, spots, redness, unevenness, blemishes, and age markers", "preserve forehead texture", "preserve under-eye structure", "preserve beard edge irregularity", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1", "do not replace real texture with simulated texture", "do not let lighting wash away skin truth" ], "forbidden": [ "invented makeup", "foundation look", "cosmetic shine", "beauty gloss", "skin glow", "skin smoothing", "airbrush", "skin polishing", "retouch cleanup", "pore removal", "fake procedural pores", "uniform cheek gradient", "uniform forehead gradient", "plastic highlights", "waxy subsurface", "porcelain effect", "over-clean skin", "digital beauty finish", "AI pore stamping", "texture overlay that looks generated", "skin made perfect by cinematic light" ] }, "anti_retouch_and_beauty_firewall": { "enabled": true, "mandatory": true, "reject_if_detected": true, "forbidden": [ "beauty retouching", "editorial retouching", "commercial polish", "dodge and burn beauty skin", "frequency separation look", "face cleanup", "blemish removal", "soft skin filter", "AI skin enhancer", "makeup simulation", "lip color enhancement", "eye whitening", "teeth beautification", "jawline correction", "nose correction", "beard grooming perfection", "attractiveness optimization", "portrait retouch finish", "luxury campaign finish", "skin perfecting workflow" ] }, "anti_generic_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human, actor, model, celebrity-like person, or cinematic archetype. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body.", "forbidden": [ "generic realistic human", "different more human face", "actor replacement", "model replacement", "celebrity replacement", "average human replacement", "face realism by identity drift", "new biological identity", "cinematic male replacement", "more attractive version of subject" ] }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth", "spatial drama" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization", "skin shine", "skin color", "facial cleanup" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, perfect skin, or model-like face." }, "human_skin_physics_system": { "enabled": true, "mandatory": true, "texture": { "pore_visibility": "realistic_visible", "irregular": true, "no_flat_areas": true, "micro_texture_preservation": true, "no_airbrush": true, "no_synthetic_cleanup": true, "no_fake_procedural_pores": true, "no_texture_stamping": true, "no_over_sharpened_pores": true }, "specular": { "real_human_irregular_reflectance": true, "allow_only_natural_skin_oil_response": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_even_shiny_surface": true }, "color": { "uneven": true, "micro_variation": true, "natural_redness": true, "preserve_IMAGE1_tone": true, "no_uniform_beauty_tone": true, "no_scene_color_contamination_on_face": true, "no_luxury_warm_skin_grade": true, "no_actor_skin_grade": true }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true, "no_soft_translucent_AI_skin": true } }, "eyes_beard_expression_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "eye_rules": [ "preserve eye shape", "preserve eyelid structure", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured, not digitally painted", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glassy eyes" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture" ], "expression_rules": [ "expression must remain natural and human", "do not create fake actor intensity", "do not create fake confidence face", "do not freeze the face into synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "pose_body_wardrobe_system": { "enabled": true, "mandatory": true, "pose_rules": [ "use IMAGE3 pose as target only", "reduce pose accuracy if conflict appears", "never break anatomy", "never change body to fit pose", "never change face shape to fit angle", "never make pose more actor-like than necessary" ], "wardrobe_rules": [ "wardrobe from IMAGE3 must adapt to IMAGE2 body", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist, and seams must remain physically plausible" ], "forbidden": [ "fake broad shoulders", "torso idealization", "fashion silhouette correction", "CGI fabric", "overperfect suit or shirt fit", "body redesigned by wardrobe", "luxury fashion campaign body", "mannequin posture" ] }, "hands_edges_and_contact_system": { "enabled": true, "mandatory": true, "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "correct wrist connection", "real contact pressure", "visible natural skin texture", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands", "no waxy hands" ], "protected_edges": [ "face outline", "ears", "eyelids", "eye corners", "nose edges", "mouth line", "beard boundary", "mustache boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams", "glass edges", "car frame edges when present" ], "edge_requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact", "no fake pasted subject edge" ] }, "object_scene_reflection_system": { "enabled": true, "source": "IMAGE3", "visible_objects_only": true, "block_unreferenced_objects": true, "preserve_object_scale": true, "preserve_object_position": true, "preserve_contact_shadows": true, "preserve_material_realism": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_AI_composite_background": true, "reflection_rules": [ "glass reflections must look physically plausible", "chrome and glossy reflections must not overpower human realism", "reflections must not create synthetic face shine", "reflections must not produce unstable Kling flicker zones", "avoid perfect luxury-ad reflections" ] }, "camera_capture_profile": { "enabled": true, "camera_model": "Canon EOS R50", "sensor_type": "APS-C mirrorless camera look", "capture_intent": "real unretouched camera photograph", "lens_rendering": "natural consumer/professional lens behavior", "depth_of_field": "natural, not fake blur", "sharpness_behavior": "real photographic sharpness, not digital over-sharpening", "color_behavior": "natural Canon EOS R50 style color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "texture_behavior": "real sensor-level detail without AI skin cleanup", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic", "AI simulated camera brand look", "overdone bokeh", "fake premium lens look" ] }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening" ], "scene_rules": [ "allow scene mood from IMAGE3", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment" ] }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "requirements": [ "stable facial geometry", "stable eye shape", "stable eyelids", "stable beard pattern", "stable skin texture", "stable body proportions", "stable hands", "stable clothing boundaries", "clean silhouette edges", "clear object contacts", "no ambiguous mouth or teeth", "no fragile thin artifacts near face", "no unstable reflections on skin", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "stable glass and reflection zones", "stable hand-to-object contact", "stable subject-background integration" ], "forbidden": [ "latent AI skin look", "synthetic eyes", "overpolished face", "ambiguous facial texture", "unstable beard", "broken hands", "unclear edges", "floating objects", "unreal reflections", "scene elements likely to warp in video", "flicker-prone glossy face", "thin artifacts near eyes or beard", "AI edge halos", "clothing seams likely to crawl" ] }, "visual_validation_gate": { "enabled": true, "reject_if": [ "face looks improved instead of preserved", "skin looks smoother than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "eyes look enhanced or synthetic", "subject looks like actor, model, catalog, or luxury ad image", "image looks like CGI or AI render", "scene lighting beautifies the face", "hands look waxy or unstable", "image is not safe for Kling 3.0 motion", "viewer would feel this is AI", "human presence feels synthetic", "subject looks like a generated person", "skin realism is achieved through fake texture instead of IMAGE1 truth", "face feels more attractive than the original subject" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "skin truth is inherited from IMAGE1", "final image feels like a real Canon EOS R50 photograph", "still image is stable enough for 3 to 6 second Kling 3.0 video", "viewer would believe this is a real photographed human", "subject does not feel generated", "humanity and identity coexist without compromise" ] }, "final_human_perception_gate": { "enabled": true, "mandatory": true, "questions": [ "Would a viewer believe this is a real human photographed by a real camera?", "Does the skin have biological imperfection instead of AI polish?", "Does the face feel lived-in, not generated?", "Does the subject avoid mannequin, actor-catalog, luxury-ad, or celebrity-replacement presence?", "Does the identity remain IMAGE1 while the humanity feels real?", "Is the image safe as a master still for Kling 3.0?", "Does the image avoid all signs of beauty retouching?", "Does the subject feel physically present in the environment?", "Would the image still feel real if converted into subtle 3 to 6 second video motion?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, identity preservation, camera capture realism, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "celebrity_identity_transfer", "humanity_loss", "ai_face", "plastic_skin", "waxy_skin", "makeup_effect", "beauty_filter", "skin_polishing", "skin_smoothing", "glamour_bias", "actor_face_bias", "geometry_invention", "object_invention", "body_redesign", "synthetic_eyes", "mannequin_presence", "unstable_kling_base", "generated_person_feeling", "cinematic_glamour_face", "fake_camera_look", "luxury_ad_finish", "AI_composite_edges", "unstable_reflections" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_FROM_IMAGE1", "EYELIDS_FROM_IMAGE1", "BEARD_FROM_IMAGE1", "NOSE_FROM_IMAGE1", "MOUTH_FROM_IMAGE1", "BODY_FROM_IMAGE2", "HANDS_FROM_IMAGE2", "WARDROBE_ADAPTED_FROM_IMAGE3", "POSE_SUBORDINATED_FROM_IMAGE3", "OBJECTS_VISIBLE_FROM_IMAGE3", "SCENE_VISIBLE_FROM_IMAGE3", "CINEMATIC_COMPOSITION_ONLY", "CANON_EOS_R50_REAL_CAPTURE", "KLING_VIDEO_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, celebrity-like, catalog-like, mannequin-like, CGI-like, luxury-ad-like, or AI-generated. Accept only if the subject preserves IMAGE1 identity and IMAGE2 body while feeling biologically alive, physically present, photographically real, unretouched, imperfect, captured as if by a Canon EOS R50, using IMAGE3 only as a subordinated dynamic target, and stable enough for Kling 3.0 video generation from 3 to 6 seconds without identity break, skin flicker, geometry warp, edge instability, or synthetic human perception." }

unstable diffusion, AI, artificial inteliigence, mind

{ "template_name": "MARRLONN2027_V61_TERMINAL_REAL_HUMAN_MICROSKIN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_MULTI_GENDER_DYNAMIC_IMAGE3_TEMPLATE", "version": "V61_FUNCTIONAL_SEALED_REAL_REFERENCE_MICROSKIN_CANON_EOS_R50_KLING3_READY", "core_mission": "Create one final master still image with absolute IMAGE1 face, identity, skin, age, beard and human truth; absolute IMAGE2 body, anatomy, scale and base wardrobe authority; and subordinated IMAGE3 guidance only for pose, pose logic, composition, camera angle, framing, lighting direction, background, environment, scene mood, apparent capture language and visible non-conflicting scene objects. The final output must feel like a biologically alive, imperfect, physically present human photographed with a real Canon EOS R50, not AI, not CGI, not beauty retouch, not plastic skin, not waxy skin, not synthetic glamour, not actor replacement, not model replacement, not generic human replacement, not luxury advertisement, and not a generated poster. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds.", "absolute_governance_principle": "IMAGE1_FACE_SKIN_IDENTITY_LOCK + IMAGE2_BODY_WARDROBE_LOCK + IMAGE3_SCENE_POSE_SUBORDINATION + REAL_REFERENCE_PRIORITY + MICROSKIN_REALISM + MULTI_GENDER_INTELLIGENCE + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + ZERO_MAKEUP_INVENTION + ZERO_PLASTIC_SKIN + ZERO_GENERATED_SCENE_FINISH + CANON_EOS_R50_REAL_CAPTURE + KLING3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too clean, too polished, too glossy, too cinematic, too actor-like, too model-like, too luxury-ad-like, too perfect, too plastic, too waxy, too smooth, or not biologically alive.", "success_definition": "The viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved identity, preserved body, real skin texture, visible individual pores, micro-wrinkles, natural asymmetry, believable hands, non-perfect scene texture, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_REAL_REFERENCE_PIXEL_AND_STRUCTURE_PRIORITY", "3_FINAL_REAL_HUMAN_PERCEPTION", "4_IMAGE2_BODY_ANATOMY_AND_BASE_WARDROBE", "5_MICROSKIN_REALISM_AND_HUMAN_IMPERFECTION", "6_IMAGE3_POSE_SCENE_CAMERA_LIGHT_ONLY", "7_MULTI_GENDER_FILTERING", "8_ANTI_GENERATED_SCENE_FINISH", "9_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "10_KLING3_VIDEO_STABILITY" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eye shape", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "individual visible pores", "irregular pore size", "skin microtexture", "micro-wrinkles around eyes", "micro-wrinkles around mouth", "forehead texture", "under-eye texture", "subtle redness", "small blemishes", "spots", "minor discoloration", "natural asymmetry", "age markers", "facial fatigue", "beard density", "beard shape", "gray beard pattern", "mustache texture", "random beard direction", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer real skin truth from IMAGE1, do not recreate a cleaner version", "preserve individual pores, irregular skin texture, micro-wrinkles, subtle redness and natural imperfections", "preserve the same person under every scene, pose, outfit or camera change", "never improve attractiveness", "never normalize skin", "never clean the face", "never replace the subject with a more realistic generic human", "never transfer identity, face geometry, beauty style, skin style or age from IMAGE3", "realism must come from preserved human truth and camera realism, not from changing the person" ], "forbidden": [ "identity_drift", "generic_human_replacement", "celebrity_transfer", "actor_replacement", "model_replacement", "face_redesign", "beautification", "symmetry_correction", "youthification", "facial_slimming", "jaw_enhancement", "nose_refinement", "eye_enhancement", "lip_enhancement", "skin_smoothing", "skin_polishing", "skin_normalization", "makeup_effect", "cosmetic_cleanup", "plastic_skin", "waxy_skin", "porcelain_skin", "glass_skin", "AI_face", "commercial_confidence_face", "luxury_portrait_face", "perfect_idealized_face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_WARDROBE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "real posture limitations", "base wardrobe", "clothing fit on body", "real anatomical weight" ], "mandatory_rules": [ "IMAGE2 controls body and anatomy", "IMAGE2 controls final base wardrobe when IMAGE3 wardrobe conflicts", "pose must adapt to IMAGE2 body", "wardrobe must adapt to IMAGE2 body", "body must never adapt to an idealized pose, fashion silhouette or actor posture", "hands must remain anatomically believable and stable for Kling 3.0", "clothing cannot create a different body" ], "forbidden": [ "slimming", "muscle_invention", "hero_body_transformation", "fashion_body_stylization", "incorrect_anatomy", "long_arms", "short_arms", "deformed_hands", "wrong_body_scale", "catalog_body_correction", "fake_torso_taper", "mannequin_posture" ] }, "IMAGE3": { "role": "SUBORDINATED_DYNAMIC_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_FILTERED", "allowed_domains": [ "pose", "pose logic", "composition", "camera angle", "framing", "lighting direction", "background", "environment", "scene mood", "spatial layout", "apparent capture language", "non-conflicting visible scene objects", "vehicles", "architecture", "people in background", "birds or environmental elements" ], "mandatory_rules": [ "IMAGE3 provides pose, scene, camera language and environment only", "IMAGE3 cannot alter face identity", "IMAGE3 cannot alter skin texture", "IMAGE3 cannot impose beauty treatment", "IMAGE3 cannot clean or glamorize the subject", "IMAGE3 cannot transfer actor, celebrity, model or gender-specific identity", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, IMAGE1 and IMAGE2 override immediately" ], "forbidden": [ "face_contamination", "skin_contamination", "identity_override", "facial_geometry_override", "beauty_style_transfer", "cinematic_glamour_applied_to_face", "makeup_transfer", "skin_tone_replacement", "facial_expression_beautification", "celebrity_face_borrowing", "actor_charisma_transfer", "luxury_catalog_facial_treatment" ] } }, "real_reference_pixel_priority": { "enabled": true, "mandatory": true, "purpose": "Reduce generated-looking output by preserving real visual structure from IMAGE1 and IMAGE2 whenever possible.", "rules": [ "prioritize real facial structure from IMAGE1 instead of rebuilding a new face", "prioritize real skin texture logic from IMAGE1 instead of inventing new skin", "prioritize real body geometry from IMAGE2 instead of reconstructing a full synthetic body", "preserve real asymmetry, age markers, facial fatigue and imperfect human cues", "do not over-generate areas that already work in IMAGE1 or IMAGE2", "do not rebuild the entire subject from scratch if the reference structure is usable", "perform controlled adaptation, not total reinterpretation", "humanity must be preserved from real references before aesthetic improvement" ], "forbidden": [ "full synthetic facial reconstruction", "new skin generated over IMAGE1 truth", "generic realistic face replacement", "body redesign from scratch", "AI-cleaned version of the subject", "perfected photoreal subject replacement", "reference ignored in favor of prompt aesthetics" ] }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "skin_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true, "forbid_fake_procedural_texture": true, "forbid_skin_reinterpretation": true }, "beard_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "ABSOLUTE" }, "body_domain": { "source": "IMAGE2", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "wardrobe_domain": { "source": "IMAGE2", "influence": 1.0, "mode": "BASE_AUTHORITY_WITH_IMAGE3_FILTERED_CONTEXT" }, "pose_domain": { "source": "IMAGE3", "influence": "CONTROLLED", "mode": "YIELD_TO_IMAGE1_AND_IMAGE2" }, "scene_domain": { "source": "IMAGE3", "influence": 1.0, "mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "IMAGE3", "influence": "VISIBLE_ONLY", "mode": "FILTERED_BY_MULTI_GENDER_AND_BODY_ATTACHMENT_RULES" }, "lighting_domain": { "source": "IMAGE3", "influence": "DIRECTION_AND_ENVIRONMENT_ONLY", "mode": "FACE_SKIN_RESPONSE_FROM_IMAGE1", "forbid_beauty_lighting_on_face": true, "forbid_skin_washout": true, "forbid_glamour_fill": true, "forbid_fake_cinematic_skin_softening": true } }, "micro_skin_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "requirements": [ "individual visible pores", "irregular pore size", "skin microtexture", "micro-wrinkles around eyes", "micro-wrinkles around mouth", "forehead texture", "under-eye texture", "subtle redness", "minor blemishes", "tiny discolorations", "natural asymmetry", "real beard-root texture", "non-uniform cheek texture", "non-uniform forehead texture", "real transition from face to neck", "small real imperfections inherited from IMAGE1", "natural biological skin variation" ], "strict_forbidden": [ "airbrushed_skin", "beauty_skin", "cosmetic_cleanup", "pore_removal", "fake_pore_overlay", "procedural_pore_stamping", "over_sharpened_pore_texture", "plastic_highlights", "waxy_subsurface", "porcelain_effect", "smooth_cheek_gradient", "smooth_forehead_gradient", "AI_skin_texture", "skin_made_cleaner_than_IMAGE1", "beauty_filter_skin", "foundation_look" ], "specular_policy": { "allowed": [ "minimal natural human skin reflectance", "subtle non-cosmetic skin response only when physically plausible" ], "forbidden": [ "invented_sweat_drops", "visible_oil_effect_unless_explicitly_requested", "cosmetic_shine", "beauty_gloss", "wet_render_skin", "oily_artificial_skin", "uniform_shiny_face", "makeup_glow", "plastic_shine", "glamour_highlight_on_skin" ] } }, "humanity_over_hyperrealism_rule": { "enabled": true, "mandatory": true, "rule": "Human realism is more important than hyperreal detail. If hyperrealism creates plastic skin, synthetic lighting, luxury render finish, CGI texture, poster aesthetics or unnatural perfection, reduce hyperrealism and preserve raw photographic humanity.", "priority": "RAW_HUMANITY_OVER_DECORATIVE_HYPERREALISM", "reject_if": [ "hyperreal detail looks synthetic", "skin detail looks procedural", "lighting looks like a render", "scene looks like a luxury advertisement", "human subject looks too perfect", "camera look feels fake" ] }, "multi_gender_logic": { "enabled": true, "objective": "Allow IMAGE3 to be male or female while preserving the real subject from IMAGE1 and IMAGE2.", "if_IMAGE3_is_female": { "copy": [ "pose", "pose logic", "body orientation translated intelligently", "composition", "framing", "camera perspective", "lighting direction", "background", "environment", "vehicles", "birds", "people", "architecture", "non-attached scene props", "scene mood", "apparent photo or video capture language" ], "keep_from_IMAGE2": [ "final clothing", "final wardrobe", "body logic", "body scale", "presentation consistency" ], "do_not_copy": [ "female clothing", "female wardrobe", "female vestments", "female jewelry", "earrings", "female bracelets", "female necklaces", "female rings", "female makeup", "female body traits", "female glamour cues", "any accessory worn by the female subject", "any object worn by the female subject", "any object attached to the female subject", "any object carried by the female subject", "handbag carried by the female subject", "female hair styling transferred to final subject" ], "strict_rule": "If IMAGE3 is female, do not copy clothing, wardrobe, accessories, jewelry, makeup, or any object worn, attached, or carried by the person in IMAGE3. Copy only pose, framing, scene, lighting, environment, camera language and non-attached scene elements.", "accessory_rule": "Accessories from IMAGE3 must be fully blocked when they are worn, carried by, or attached to the female subject.", "object_rule": "Copy only environmental objects and scene elements that are not worn, attached to, or carried by the female subject." }, "pose_translation_rule": "Clone the functional pose and scene logic from IMAGE3, but anatomically reinterpret it through IMAGE2 so the result feels natural, physically plausible, subject-consistent when required, and not rigidly traced." }, "anti_generated_scene_finish": { "enabled": true, "mandatory": true, "purpose": "Prevent the scene from looking like a generated luxury poster, render, catalog, or synthetic cinematic advertisement.", "forbidden": [ "perfect_mansion_render", "overly_clean_background", "repetitive_stone_texture", "over_glossy_car_paint", "catalog_car_reflections", "impossible_chrome_reflections", "luxury_ad_finish", "polished_showroom_look", "fake_cinematic_poster_lighting", "CGI_environment", "AI_background_blend", "overprocessed_clarity", "perfect_global_sharpness", "plastic_material_response", "scene_cleaner_than_reality", "poster_like_composition_if_it_reduces_human_realism" ], "requirements": [ "scene must feel physically real", "background must contain natural imperfections", "materials must have plausible real-world response", "car paint must not look like a CGI showroom render", "stone, road, fabric and objects must avoid repeating AI texture patterns", "contact shadows must be believable", "subject must integrate naturally into the scene", "environment realism must support the human subject, not overpower it" ] }, "real_human_perception_system": { "enabled": true, "mandatory": true, "goal": "The viewer must feel a living human physically present in the scene, not a generated person.", "requirements": [ "biologically alive presence", "real facial gravity", "organic facial tension", "calm natural expression", "subtle facial asymmetry", "real skin imperfection", "ordinary human texture", "non-decorative face", "realistic face-neck transition", "real body weight", "real clothing tension", "non-mannequin posture", "real interaction with objects" ], "reject_if": [ "subject_feels_synthetic", "subject_feels_generated", "subject_feels_too_clean", "subject_feels_like_a_mannequin", "subject_feels_like_actor_catalog", "subject_feels_like_luxury_ad_model", "skin_looks_perfect", "eyes_look_synthetic", "expression_feels_frozen", "face_looks_corrected", "humanity_is_achieved_by_changing_identity" ] }, "face_eye_beard_expression_system": { "enabled": true, "source": "IMAGE1", "eye_rules": [ "preserve real eye shape", "preserve eyelids", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glass eyes", "no over-bright catchlights" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture", "no overclean beard" ], "expression_rules": [ "expression must remain calm, neutral, natural and human", "no exaggerated emotion", "no fake actor intensity", "no fake confidence face", "no frozen synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "camera_and_rendering_system": { "camera_model": "Canon EOS R50", "capture_intent": "real unretouched camera photograph", "look": "natural Canon EOS R50 real-world capture", "rules": [ "natural color", "balanced exposure", "no blown highlights", "plausible optics", "realistic depth of field", "natural shadow falloff", "real microcontrast", "no over-sharpening", "no over-grading", "no fake HDR", "no beauty grade", "real material response", "no CGI render finish", "no fake premium lens aesthetic", "no computational skin smoothing" ], "lens_policy": { "portrait_closeup": "85mm portrait feeling only when composition is close-up and appropriate", "full_body_or_vehicle_scene": "use natural Canon EOS R50 perspective appropriate for the scene; do not force 85mm if it distorts composition" } }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro-shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance only", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening", "forbid luxury campaign skin lighting" ], "scene_rules": [ "allow scene mood from IMAGE3", "allow natural directional light", "allow realistic shadow falloff", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment", "forbid poster-like lighting if it makes the subject synthetic" ] }, "body_hands_wardrobe_system": { "enabled": true, "body_source": "IMAGE2", "wardrobe_source": "IMAGE2_BASE_AUTHORITY", "pose_source": "IMAGE3_CONTROLLED", "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "real fingernail structure", "subtle finger wrinkles", "natural finger curvature", "correct wrist connection", "real contact pressure", "visible natural skin texture", "hands must not look flat", "hands must not look waxy", "hands must not align unnaturally", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands" ], "wardrobe_rules": [ "wardrobe must follow IMAGE2 unless IMAGE3 wardrobe is explicitly compatible", "if IMAGE3 is female, keep wardrobe from IMAGE2", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist and seams must remain physically plausible", "fabric must show real texture, natural folds and non-perfect wear" ], "forbidden": [ "fake_broad_shoulders", "torso_idealization", "fashion_silhouette_correction", "CGI_fabric", "overperfect_shirt_fit", "body_redesigned_by_wardrobe", "mannequin_posture" ] }, "object_scene_transfer_policy": { "preserve_from_IMAGE3": [ "scene layout", "background depth", "lighting setup", "camera height", "lens feeling", "environment storytelling", "vehicles", "birds", "people", "architecture", "environment props not attached to IMAGE3 person" ], "filter_from_IMAGE3": [ "identity", "facial structure", "skin style", "gender-specific wardrobe", "gender-specific accessories", "worn objects", "attached objects", "carried objects when IMAGE3 is female or incompatible" ], "scene_rules": [ "scene must feel real and imperfect", "avoid luxury ad perfection", "avoid polished showroom look", "avoid impossible reflections", "avoid overly clean environment", "preserve contact shadows", "preserve realistic object scale", "preserve visual plausibility over cinematic perfection" ] }, "kling3_preparation": { "ready_for_video": true, "duration": "3_to_6_seconds", "must_survive": [ "identity continuity", "skin continuity", "eye stability", "beard edge stability", "hand integrity", "clothing stability", "geometry stability", "subject-background integration", "zero shimmer", "zero warp", "zero fake-human reveal during motion", "stable object contact", "stable face outline", "stable neck and collar", "stable material reflections" ], "forbidden": [ "latent_AI_skin", "synthetic_eyes", "overpolished_face", "ambiguous_facial_texture", "unstable_hands", "unclear_edges", "flicker_prone_glossy_face", "thin_artifacts_near_eyes_or_beard", "AI_edge_halos", "clothing_seams_likely_to_crawl", "unstable_car_reflections", "glossy_zones_likely_to_flicker" ] }, "validation_gate": { "must_pass": [ "same person as IMAGE1", "same skin truth as IMAGE1", "same body reality as IMAGE2", "correctly translated pose and scene logic from IMAGE3", "no AI skin", "no plastic skin", "no waxy skin", "no makeup invention", "no generic handsome face", "no beauty retouch", "no generated luxury scene finish", "credible real human perception", "Canon EOS R50 real-camera feeling", "usable as master frame for Kling 3.0" ], "reject_if": [ "looks beautified", "looks cleaner than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "looks like a different person", "feels synthetic", "borrows celebrity or actor energy", "copies female wardrobe when IMAGE3 is female", "copies female worn accessories or worn objects when IMAGE3 is female", "has cosmetic shine", "has invented sweat or oil", "scene looks like CGI", "car looks like showroom render", "background looks AI-repetitive", "lighting looks like poster render", "unstable for video" ] }, "render_priority": [ "FACE_IDENTITY_FROM_IMAGE1", "REAL_REFERENCE_STRUCTURE_PRIORITY", "SKIN_TRUTH_AND_MICROTEXTURE_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_AND_BEARD_FROM_IMAGE1", "BODY_AND_BASE_WARDROBE_FROM_IMAGE2", "POSE_FROM_IMAGE3_TRANSLATED_TO_IMAGE2_BODY", "SCENE_LIGHT_CAMERA_LANGUAGE_FROM_IMAGE3", "ANTI_GENERATED_SCENE_FINISH", "MULTI_GENDER_FILTERING", "CANON_EOS_R50_REALISM", "KLING3_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too clean, too smooth, actor-like, model-like, luxury-ad-like, mannequin-like, CGI-like, plastic, waxy, oily, makeup-covered, showroom-rendered, poster-like, or AI-generated. Accept only if IMAGE1 identity and micro-skin truth remain intact, IMAGE2 body and wardrobe authority remain intact, IMAGE3 contributes only filtered pose, scene, composition, lighting and environment, real reference structure is preserved, the scene avoids generated perfection, and when IMAGE3 is female the system does not copy clothing, wardrobe, accessories, jewelry, makeup, or any worn, attached, or carried object from that female subject." }

(exasperated:0.40) husband trying to teach his (reluctant:0.50) ((blonde, Anglo):0.30) wife how to use AI Art Generator

{ "template_name": "MARRLONN2027_V62_TERMINAL_CONDITIONAL_IMAGE3_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_MULTI_GENDER_DYNAMIC_IMAGE3_TEMPLATE", "version": "V62_FUNCTIONAL_SEALED_CONDITIONAL_IMAGE3_MICROSKIN_CANON_EOS_R50_KLING3_READY", "core_mission": "Create one final master still image with absolute IMAGE1 face, identity, skin, age, beard and human truth; absolute IMAGE2 body, anatomy, scale, anatomical limits and base physical structure; and conditional IMAGE3 transfer depending on whether IMAGE3 subject is male or female. If IMAGE3 subject is male, clone pose, wardrobe, clothing, outfit, background, image style, lighting, accessories and objects when coherent, while preserving IMAGE1 identity and IMAGE2 body anatomy. If IMAGE3 subject is female, clone pose, composition, background, image style, lighting, environment and camera language only, but do not clone clothing, wardrobe, accessories, jewelry, makeup, hairstyle, or any object worn, attached to, or carried by the female subject. The final result must feel like a biologically alive, imperfect, physically present human photographed with a real Canon EOS R50, not AI, not CGI, not beauty retouch, not plastic skin, not waxy skin, not synthetic glamour, not actor replacement, not model replacement, not generic human replacement, not luxury advertisement, and not a generated poster. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds.", "absolute_governance_principle": "IMAGE1_FACE_SKIN_IDENTITY_LOCK + IMAGE2_BODY_ANATOMY_LOCK + CONDITIONAL_IMAGE3_TRANSFER + REAL_REFERENCE_PRIORITY + MICROSKIN_REALISM + MULTI_GENDER_INTELLIGENCE + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + ZERO_MAKEUP_INVENTION + ZERO_PLASTIC_SKIN + ZERO_GENERATED_SCENE_FINISH + CANON_EOS_R50_REAL_CAPTURE + KLING3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too clean, too polished, too glossy, too cinematic, too actor-like, too model-like, too luxury-ad-like, too perfect, too plastic, too waxy, too smooth, anatomically forced, gender-contaminated, or not biologically alive.", "success_definition": "The viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved IMAGE1 identity, preserved IMAGE2 body reality, correct conditional transfer from IMAGE3, real skin texture, visible individual pores, micro-wrinkles, natural asymmetry, believable hands, non-perfect scene texture, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_REAL_REFERENCE_PIXEL_AND_STRUCTURE_PRIORITY", "3_FINAL_REAL_HUMAN_PERCEPTION", "4_IMAGE2_BODY_ANATOMY_SCALE_AND_LIMITS", "5_CONDITIONAL_IMAGE3_TRANSFER_BY_GENDER", "6_MICROSKIN_REALISM_AND_HUMAN_IMPERFECTION", "7_ANTI_GENERATED_SCENE_FINISH", "8_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "9_KLING3_VIDEO_STABILITY" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eye shape", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "individual visible pores", "irregular pore size", "skin microtexture", "micro-wrinkles around eyes", "micro-wrinkles around mouth", "forehead texture", "under-eye texture", "subtle redness", "small blemishes", "spots", "minor discoloration", "natural asymmetry", "age markers", "facial fatigue", "beard density", "beard shape", "gray beard pattern", "mustache texture", "random beard direction", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer real skin truth from IMAGE1, do not recreate a cleaner version", "preserve individual pores, irregular skin texture, micro-wrinkles, subtle redness and natural imperfections", "preserve the same person under every scene, pose, outfit or camera change", "never improve attractiveness", "never normalize skin", "never clean the face", "never replace the subject with a more realistic generic human", "never transfer identity, face geometry, beauty style, skin style or age from IMAGE3", "realism must come from preserved human truth and camera realism, not from changing the person" ], "forbidden": [ "identity_drift", "generic_human_replacement", "celebrity_transfer", "actor_replacement", "model_replacement", "face_redesign", "beautification", "symmetry_correction", "youthification", "facial_slimming", "jaw_enhancement", "nose_refinement", "eye_enhancement", "lip_enhancement", "skin_smoothing", "skin_polishing", "skin_normalization", "makeup_effect", "cosmetic_cleanup", "plastic_skin", "waxy_skin", "porcelain_skin", "glass_skin", "AI_face", "commercial_confidence_face", "luxury_portrait_face", "perfect_idealized_face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_SCALE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "real posture limitations", "body density", "real anatomical weight", "base physical structure", "body-to-clothing fit logic" ], "mandatory_rules": [ "IMAGE2 controls body and anatomy", "IMAGE2 controls body scale and anatomical limits", "pose must adapt to IMAGE2 body", "wardrobe must fit IMAGE2 body", "body must never adapt to an idealized pose, fashion silhouette or actor posture", "hands must remain anatomically believable and stable for Kling 3.0", "clothing cannot create a different body", "if IMAGE3 is female or incompatible, final wardrobe must remain from IMAGE2" ], "forbidden": [ "slimming", "muscle_invention", "hero_body_transformation", "fashion_body_stylization", "incorrect_anatomy", "long_arms", "short_arms", "deformed_hands", "wrong_body_scale", "catalog_body_correction", "fake_torso_taper", "mannequin_posture", "body_redesign_to_fit_IMAGE3" ] }, "IMAGE3": { "role": "CONDITIONAL_DYNAMIC_REFERENCE", "authority": "CONDITIONAL_BY_SUBJECT_GENDER_AND_COMPATIBILITY", "allowed_domains_if_male": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "wardrobe", "clothing", "outfit", "fabric style", "shoes when visible", "accessories", "jewelry if masculine or neutral", "watch", "glasses", "hat", "objects held by the male subject", "objects worn by the male subject", "objects attached to the male subject", "vehicles", "architecture", "people in background", "birds", "non-conflicting visible scene objects" ], "allowed_domains_if_female": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "vehicles", "architecture", "people in background", "birds", "non-attached scene props", "non-conflicting environmental objects" ], "universal_forbidden": [ "face_contamination", "skin_contamination", "identity_override", "facial_geometry_override", "beauty_style_transfer", "cinematic_glamour_applied_to_face", "makeup_transfer", "skin_tone_replacement", "facial_expression_beautification", "celebrity_face_borrowing", "actor_charisma_transfer", "luxury_catalog_facial_treatment", "body_redesign_to_match_IMAGE3" ] } }, "image3_gender_conditional_transfer_system": { "enabled": true, "mandatory": true, "purpose": "Apply intelligent conditional transfer from IMAGE3 depending on whether IMAGE3 subject is male or female, while preserving IMAGE1 identity, IMAGE1 skin truth, IMAGE2 body anatomy, IMAGE2 scale and final human realism.", "if_IMAGE3_subject_is_male": { "transfer_allowed": true, "copy_from_IMAGE3": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "wardrobe", "clothing", "outfit", "fabric style", "shoes when visible", "accessories", "jewelry if masculine or neutral", "watch", "glasses", "hat", "objects held by the male subject", "objects worn by the male subject", "objects attached to the male subject", "vehicles", "architecture", "people in background", "birds", "non-conflicting visible scene objects" ], "adaptation_rules": [ "clone male IMAGE3 wardrobe and accessories when visually coherent", "fit IMAGE3 wardrobe to IMAGE2 body anatomy and proportions", "translate IMAGE3 pose through IMAGE2 body limits", "preserve IMAGE2 body mass and scale even when copying IMAGE3 outfit", "do not reshape IMAGE2 body to force IMAGE3 wardrobe", "do not alter IMAGE1 face, skin, beard, age, eyes, or identity", "do not beautify the subject while copying male wardrobe, accessories or image style", "objects and accessories must remain physically plausible and naturally integrated", "if male IMAGE3 wardrobe conflicts with IMAGE2 anatomy, adapt wardrobe instead of changing body" ], "forbidden": [ "identity transfer from IMAGE3", "skin transfer from IMAGE3", "face geometry transfer from IMAGE3", "body redesign to match IMAGE3", "actor-face replacement", "beauty treatment transfer", "synthetic fashion render", "catalog body correction", "outfit that changes body mass", "accessory that causes identity drift" ] }, "if_IMAGE3_subject_is_female": { "transfer_allowed": true, "copy_from_IMAGE3": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "vehicles", "architecture", "people in background", "birds", "non-attached scene props", "non-conflicting environmental objects" ], "keep_from_IMAGE2": [ "final clothing", "final wardrobe", "body anatomy", "body proportions", "body scale", "presentation consistency", "base body-to-clothing logic" ], "do_not_copy_from_IMAGE3": [ "female clothing", "female wardrobe", "female outfit", "female vestments", "female shoes if attached to the subject", "female accessories", "female jewelry", "earrings", "female bracelets", "female necklaces", "female rings", "female watch if clearly feminine", "female makeup", "female hairstyle", "female body traits", "female glamour cues", "handbag carried by the female subject", "purse carried by the female subject", "any accessory worn by the female subject", "any object worn by the female subject", "any object attached to the female subject", "any object carried by the female subject" ], "strict_rule": "If IMAGE3 subject is female, copy pose, pose logic, scene, background, lighting, camera style, image style, environment and non-attached scene elements only. Do not copy clothing, wardrobe, accessories, jewelry, makeup, hairstyle, shoes attached to the subject, or any object worn, attached to, or carried by the female subject.", "object_rule": "Only environmental objects that are not worn, attached to, or carried by the female subject may be copied.", "wardrobe_rule": "When IMAGE3 subject is female, final wardrobe must come from IMAGE2 or from a neutral compatible wardrobe explicitly requested by the user, never from the female subject in IMAGE3." }, "universal_rules": [ "IMAGE1 always controls face, identity, skin, beard, age and human truth", "IMAGE2 always controls body anatomy, body scale and anatomical limits", "IMAGE3 never controls identity or skin", "pose must be anatomically translated through IMAGE2", "final result must remain real human, imperfect, non-plastic, non-beautified and Canon EOS R50 believable", "if gender or compatibility is uncertain, protect IMAGE1 and IMAGE2 first and avoid copying gendered wardrobe or accessories from IMAGE3", "when in doubt, copy pose, scene, lighting and camera language but block identity, skin and gendered body contamination" ] }, "real_reference_pixel_priority": { "enabled": true, "mandatory": true, "purpose": "Reduce generated-looking output by preserving real visual structure from IMAGE1 and IMAGE2 whenever possible.", "rules": [ "prioritize real facial structure from IMAGE1 instead of rebuilding a new face", "prioritize real skin texture logic from IMAGE1 instead of inventing new skin", "prioritize real body geometry from IMAGE2 instead of reconstructing a full synthetic body", "preserve real asymmetry, age markers, facial fatigue and imperfect human cues", "do not over-generate areas that already work in IMAGE1 or IMAGE2", "do not rebuild the entire subject from scratch if the reference structure is usable", "perform controlled adaptation, not total reinterpretation", "humanity must be preserved from real references before aesthetic improvement" ], "forbidden": [ "full synthetic facial reconstruction", "new skin generated over IMAGE1 truth", "generic realistic face replacement", "body redesign from scratch", "AI-cleaned version of the subject", "perfected photoreal subject replacement", "reference ignored in favor of prompt aesthetics" ] }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "skin_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true, "forbid_fake_procedural_texture": true, "forbid_skin_reinterpretation": true }, "beard_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "ABSOLUTE" }, "body_domain": { "source": "IMAGE2", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "wardrobe_domain": { "source": "CONDITIONAL", "influence": "CONTROLLED", "mode": "IMAGE3_IF_MALE__IMAGE2_IF_IMAGE3_FEMALE_OR_INCOMPATIBLE", "rules": [ "if IMAGE3 subject is male, copy wardrobe, clothing, outfit, accessories and worn/carried objects from IMAGE3 when coherent", "if IMAGE3 subject is female, do not copy wardrobe, clothing, accessories, jewelry, makeup, hairstyle, or worn/carried/attached objects from IMAGE3", "wardrobe must always fit IMAGE2 body anatomy", "wardrobe must never alter IMAGE1 identity or IMAGE2 body structure", "if IMAGE3 male wardrobe conflicts with IMAGE2 body, adapt wardrobe to IMAGE2 instead of changing body", "if gender or compatibility is uncertain, preserve IMAGE2 wardrobe and copy only pose, scene, lighting and camera language" ] }, "pose_domain": { "source": "IMAGE3", "influence": "CONTROLLED", "mode": "YIELD_TO_IMAGE1_AND_IMAGE2" }, "scene_domain": { "source": "IMAGE3", "influence": 1.0, "mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "CONDITIONAL", "influence": "FILTERED", "mode": "IMAGE3_OBJECTS_IF_MALE__ENVIRONMENT_ONLY_IF_FEMALE", "rules": [ "if IMAGE3 subject is male, copy held, worn, attached and environmental objects when coherent", "if IMAGE3 subject is female, copy only environmental objects not worn, attached to, or carried by the female subject", "objects must not create gender contamination", "objects must not change identity, body or human realism", "objects must remain physically plausible and stable for Kling 3.0" ] }, "lighting_domain": { "source": "IMAGE3", "influence": "DIRECTION_AND_ENVIRONMENT_ONLY", "mode": "FACE_SKIN_RESPONSE_FROM_IMAGE1", "forbid_beauty_lighting_on_face": true, "forbid_skin_washout": true, "forbid_glamour_fill": true, "forbid_fake_cinematic_skin_softening": true } }, "micro_skin_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "requirements": [ "individual visible pores", "irregular pore size", "skin microtexture", "micro-wrinkles around eyes", "micro-wrinkles around mouth", "forehead texture", "under-eye texture", "subtle redness", "minor blemishes", "tiny discolorations", "natural asymmetry", "real beard-root texture", "non-uniform cheek texture", "non-uniform forehead texture", "real transition from face to neck", "small real imperfections inherited from IMAGE1", "natural biological skin variation" ], "strict_forbidden": [ "airbrushed_skin", "beauty_skin", "cosmetic_cleanup", "pore_removal", "fake_pore_overlay", "procedural_pore_stamping", "over_sharpened_pore_texture", "plastic_highlights", "waxy_subsurface", "porcelain_effect", "smooth_cheek_gradient", "smooth_forehead_gradient", "AI_skin_texture", "skin_made_cleaner_than_IMAGE1", "beauty_filter_skin", "foundation_look" ], "specular_policy": { "allowed": [ "minimal natural human skin reflectance", "subtle non-cosmetic skin response only when physically plausible" ], "forbidden": [ "invented_sweat_drops", "visible_oil_effect_unless_explicitly_requested", "cosmetic_shine", "beauty_gloss", "wet_render_skin", "oily_artificial_skin", "uniform_shiny_face", "makeup_glow", "plastic_shine", "glamour_highlight_on_skin" ] } }, "humanity_over_hyperrealism_rule": { "enabled": true, "mandatory": true, "rule": "Human realism is more important than hyperreal detail. If hyperrealism creates plastic skin, synthetic lighting, luxury render finish, CGI texture, poster aesthetics or unnatural perfection, reduce hyperrealism and preserve raw photographic humanity.", "priority": "RAW_HUMANITY_OVER_DECORATIVE_HYPERREALISM", "reject_if": [ "hyperreal detail looks synthetic", "skin detail looks procedural", "lighting looks like a render", "scene looks like a luxury advertisement", "human subject looks too perfect", "camera look feels fake" ] }, "anti_generated_scene_finish": { "enabled": true, "mandatory": true, "purpose": "Prevent the scene from looking like a generated luxury poster, render, catalog, or synthetic cinematic advertisement.", "forbidden": [ "perfect_mansion_render", "overly_clean_background", "repetitive_stone_texture", "over_glossy_car_paint", "catalog_car_reflections", "impossible_chrome_reflections", "luxury_ad_finish", "polished_showroom_look", "fake_cinematic_poster_lighting", "CGI_environment", "AI_background_blend", "overprocessed_clarity", "perfect_global_sharpness", "plastic_material_response", "scene_cleaner_than_reality", "poster_like_composition_if_it_reduces_human_realism" ], "requirements": [ "scene must feel physically real", "background must contain natural imperfections", "materials must have plausible real-world response", "car paint must not look like a CGI showroom render", "stone, road, fabric and objects must avoid repeating AI texture patterns", "contact shadows must be believable", "subject must integrate naturally into the scene", "environment realism must support the human subject, not overpower it" ] }, "real_human_perception_system": { "enabled": true, "mandatory": true, "goal": "The viewer must feel a living human physically present in the scene, not a generated person.", "requirements": [ "biologically alive presence", "real facial gravity", "organic facial tension", "calm natural expression", "subtle facial asymmetry", "real skin imperfection", "ordinary human texture", "non-decorative face", "realistic face-neck transition", "real body weight", "real clothing tension", "non-mannequin posture", "real interaction with objects" ], "reject_if": [ "subject_feels_synthetic", "subject_feels_generated", "subject_feels_too_clean", "subject_feels_like_a_mannequin", "subject_feels_like_actor_catalog", "subject_feels_like_luxury_ad_model", "skin_looks_perfect", "eyes_look_synthetic", "expression_feels_frozen", "face_looks_corrected", "humanity_is_achieved_by_changing_identity" ] }, "face_eye_beard_expression_system": { "enabled": true, "source": "IMAGE1", "eye_rules": [ "preserve real eye shape", "preserve eyelids", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glass eyes", "no over-bright catchlights" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture", "no overclean beard" ], "expression_rules": [ "expression must remain calm, neutral, natural and human", "no exaggerated emotion", "no fake actor intensity", "no fake confidence face", "no frozen synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "camera_and_rendering_system": { "camera_model": "Canon EOS R50", "capture_intent": "real unretouched camera photograph", "look": "natural Canon EOS R50 real-world capture", "rules": [ "natural color", "balanced exposure", "no blown highlights", "plausible optics", "realistic depth of field", "natural shadow falloff", "real microcontrast", "no over-sharpening", "no over-grading", "no fake HDR", "no beauty grade", "real material response", "no CGI render finish", "no fake premium lens aesthetic", "no computational skin smoothing" ], "lens_policy": { "portrait_closeup": "85mm portrait feeling only when composition is close-up and appropriate", "full_body_or_vehicle_scene": "use natural Canon EOS R50 perspective appropriate for the scene; do not force 85mm if it distorts composition" } }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro-shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance only", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening", "forbid luxury campaign skin lighting" ], "scene_rules": [ "allow scene mood from IMAGE3", "allow natural directional light", "allow realistic shadow falloff", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment", "forbid poster-like lighting if it makes the subject synthetic" ] }, "body_hands_wardrobe_system": { "enabled": true, "body_source": "IMAGE2", "wardrobe_source": "CONDITIONAL_IMAGE3_MALE_OR_IMAGE2_FEMALE_CONFLICT", "pose_source": "IMAGE3_CONTROLLED", "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "real fingernail structure", "subtle finger wrinkles", "natural finger curvature", "correct wrist connection", "real contact pressure", "visible natural skin texture", "hands must not look flat", "hands must not look waxy", "hands must not align unnaturally", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands" ], "wardrobe_rules": [ "if IMAGE3 subject is male, wardrobe clothing outfit and coherent accessories may be copied from IMAGE3", "if IMAGE3 subject is female, wardrobe must follow IMAGE2 and female clothing/accessories from IMAGE3 are blocked", "wardrobe must always fit IMAGE2 body anatomy", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist and seams must remain physically plausible", "fabric must show real texture, natural folds and non-perfect wear" ], "forbidden": [ "fake_broad_shoulders", "torso_idealization", "fashion_silhouette_correction", "CGI_fabric", "overperfect_shirt_fit", "body_redesigned_by_wardrobe", "mannequin_posture" ] }, "object_scene_transfer_policy": { "if_IMAGE3_subject_is_male_preserve_from_IMAGE3": [ "scene layout", "background depth", "lighting setup", "camera height", "lens feeling", "environment storytelling", "wardrobe-related props", "objects held by subject", "objects attached to subject", "objects worn by subject", "vehicles", "birds", "people", "architecture", "environment props" ], "if_IMAGE3_subject_is_female_preserve_from_IMAGE3": [ "scene layout", "background depth", "lighting setup", "camera height", "lens feeling", "environment storytelling", "vehicles", "birds", "people", "architecture", "environment props not attached to the female subject" ], "filter_from_IMAGE3": [ "identity", "facial structure", "skin style", "gender-specific incompatible wardrobe", "gender-specific incompatible accessories", "female worn objects when IMAGE3 is female", "female attached objects when IMAGE3 is female", "female carried objects when IMAGE3 is female" ], "scene_rules": [ "scene must feel real and imperfect", "avoid luxury ad perfection", "avoid polished showroom look", "avoid impossible reflections", "avoid overly clean environment", "preserve contact shadows", "preserve realistic object scale", "preserve visual plausibility over cinematic perfection" ] }, "kling3_preparation": { "ready_for_video": true, "duration": "3_to_6_seconds", "must_survive": [ "identity continuity", "skin continuity", "eye stability", "beard edge stability", "hand integrity", "clothing stability", "geometry stability", "subject-background integration", "zero shimmer", "zero warp", "zero fake-human reveal during motion", "stable object contact", "stable face outline", "stable neck and collar", "stable material reflections" ], "forbidden": [ "latent_AI_skin", "synthetic_eyes", "overpolished_face", "ambiguous_facial_texture", "unstable_hands", "unclear_edges", "flicker_prone_glossy_face", "thin_artifacts_near_eyes_or_beard", "AI_edge_halos", "clothing_seams_likely_to_crawl", "unstable_car_reflections", "glossy_zones_likely_to_flicker" ] }, "validation_gate": { "must_pass": [ "same person as IMAGE1", "same skin truth as IMAGE1", "same body reality as IMAGE2", "correctly translated pose and scene logic from IMAGE3", "if IMAGE3 is male, coherent wardrobe clothing accessories and objects from IMAGE3 are copied when physically plausible", "if IMAGE3 is female, clothing wardrobe accessories jewelry makeup and worn/carried/attached objects from IMAGE3 are blocked", "no AI skin", "no plastic skin", "no waxy skin", "no makeup invention", "no generic handsome face", "no beauty retouch", "no generated luxury scene finish", "credible real human perception", "Canon EOS R50 real-camera feeling", "usable as master frame for Kling 3.0" ], "reject_if": [ "looks beautified", "looks cleaner than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "looks like a different person", "feels synthetic", "borrows celebrity or actor energy", "fails to copy male IMAGE3 clothing when coherent and requested", "fails to copy male IMAGE3 accessories or objects when coherent and requested", "copies female wardrobe when IMAGE3 is female", "copies female worn accessories or worn objects when IMAGE3 is female", "has cosmetic shine", "has invented sweat or oil", "scene looks like CGI", "car looks like showroom render", "background looks AI-repetitive", "lighting looks like poster render", "unstable for video" ] }, "render_priority": [ "FACE_IDENTITY_FROM_IMAGE1", "REAL_REFERENCE_STRUCTURE_PRIORITY", "SKIN_TRUTH_AND_MICROTEXTURE_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_AND_BEARD_FROM_IMAGE1", "BODY_AND_ANATOMY_FROM_IMAGE2", "CONDITIONAL_IMAGE3_TRANSFER_BY_GENDER", "POSE_FROM_IMAGE3_TRANSLATED_TO_IMAGE2_BODY", "MALE_IMAGE3_WARDROBE_ACCESSORIES_OBJECTS_WHEN_COHERENT", "FEMALE_IMAGE3_SCENE_POSE_LIGHT_ONLY_WITH_WARDROBE_ACCESSORIES_BLOCKED", "SCENE_LIGHT_CAMERA_LANGUAGE_FROM_IMAGE3", "ANTI_GENERATED_SCENE_FINISH", "CANON_EOS_R50_REALISM", "KLING3_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too clean, too smooth, actor-like, model-like, luxury-ad-like, mannequin-like, CGI-like, plastic, waxy, oily, makeup-covered, showroom-rendered, poster-like, or AI-generated. Accept only if IMAGE1 identity and micro-skin truth remain intact, IMAGE2 body anatomy and scale remain intact, IMAGE3 transfer follows gender-conditional logic, real reference structure is preserved, the scene avoids generated perfection, and the final output feels like a real imperfect human captured by a Canon EOS R50 and stable enough for Kling 3.0." }

unstable diffusion, AI, artificial intelligence, mind

{ "template_name": "MARRLONN2027_V62_TERMINAL_CONDITIONAL_IMAGE3_REAL_HUMAN_MASTER", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_MULTI_GENDER_DYNAMIC_IMAGE3_TEMPLATE", "version": "V62_FUNCTIONAL_SEALED_CONDITIONAL_IMAGE3_MICROSKIN_CANON_EOS_R50_KLING3_READY", "core_mission": "Create one final master still image with absolute IMAGE1 face, identity, skin, age, beard and human truth; absolute IMAGE2 body, anatomy, scale, anatomical limits and base physical structure; and conditional IMAGE3 transfer depending on whether IMAGE3 subject is male or female. If IMAGE3 subject is male, clone pose, wardrobe, clothing, outfit, background, image style, lighting, accessories and objects when coherent, while preserving IMAGE1 identity and IMAGE2 body anatomy. If IMAGE3 subject is female, clone pose, composition, background, image style, lighting, environment and camera language only, but do not clone clothing, wardrobe, accessories, jewelry, makeup, hairstyle, or any object worn, attached to, or carried by the female subject. The final result must feel like a biologically alive, imperfect, physically present human photographed with a real Canon EOS R50, not AI, not CGI, not beauty retouch, not plastic skin, not waxy skin, not synthetic glamour, not actor replacement, not model replacement, not generic human replacement, not luxury advertisement, and not a generated poster. The image must be stable enough for Kling 3.0 video generation from 3 to 6 seconds.", "absolute_governance_principle": "IMAGE1_FACE_SKIN_IDENTITY_LOCK + IMAGE2_BODY_ANATOMY_LOCK + CONDITIONAL_IMAGE3_TRANSFER + REAL_REFERENCE_PRIORITY + MICROSKIN_REALISM + MULTI_GENDER_INTELLIGENCE + ZERO_BEAUTIFICATION + ZERO_GENERIC_REPLACEMENT + ZERO_MAKEUP_INVENTION + ZERO_PLASTIC_SKIN + ZERO_GENERATED_SCENE_FINISH + CANON_EOS_R50_REAL_CAPTURE + KLING3_STABILITY", "primary_failure_to_prevent": "A recognizable subject that still feels AI-generated, too clean, too polished, too glossy, too cinematic, too actor-like, too model-like, too luxury-ad-like, too perfect, too plastic, too waxy, too smooth, anatomically forced, gender-contaminated, or not biologically alive.", "success_definition": "The viewer must believe this is a real imperfect human physically present in a real environment, captured by a real Canon EOS R50 camera, with preserved IMAGE1 identity, preserved IMAGE2 body reality, correct conditional transfer from IMAGE3, real skin texture, visible individual pores, micro-wrinkles, natural asymmetry, believable hands, non-perfect scene texture, and stable visual structure for Kling 3.0 video.", "global_execution_hierarchy": [ "1_IMAGE1_FACE_IDENTITY_AND_SKIN_TRUTH", "2_REAL_REFERENCE_PIXEL_AND_STRUCTURE_PRIORITY", "3_FINAL_REAL_HUMAN_PERCEPTION", "4_IMAGE2_BODY_ANATOMY_SCALE_AND_LIMITS", "5_CONDITIONAL_IMAGE3_TRANSFER_BY_GENDER", "6_MICROSKIN_REALISM_AND_HUMAN_IMPERFECTION", "7_ANTI_GENERATED_SCENE_FINISH", "8_CANON_EOS_R50_REAL_CAMERA_CAPTURE", "9_KLING3_VIDEO_STABILITY" ], "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "face geometry", "eyes", "eye shape", "eyelids", "eyebrows", "nose", "nostrils", "mouth", "lips", "jaw", "cheeks", "chin", "forehead", "temples", "ears when visible", "neck transition", "skin tone", "individual visible pores", "irregular pore size", "skin microtexture", "micro-wrinkles around eyes", "micro-wrinkles around mouth", "forehead texture", "under-eye texture", "subtle redness", "small blemishes", "spots", "minor discoloration", "natural asymmetry", "age markers", "facial fatigue", "beard density", "beard shape", "gray beard pattern", "mustache texture", "random beard direction", "hairline", "real biological imperfection", "lived-in human presence" ], "mandatory_rules": [ "IMAGE1 is law, not inspiration", "transfer real skin truth from IMAGE1, do not recreate a cleaner version", "preserve individual pores, irregular skin texture, micro-wrinkles, subtle redness and natural imperfections", "preserve the same person under every scene, pose, outfit or camera change", "never improve attractiveness", "never normalize skin", "never clean the face", "never replace the subject with a more realistic generic human", "never transfer identity, face geometry, beauty style, skin style or age from IMAGE3", "realism must come from preserved human truth and camera realism, not from changing the person" ], "forbidden": [ "identity_drift", "generic_human_replacement", "celebrity_transfer", "actor_replacement", "model_replacement", "face_redesign", "beautification", "symmetry_correction", "youthification", "facial_slimming", "jaw_enhancement", "nose_refinement", "eye_enhancement", "lip_enhancement", "skin_smoothing", "skin_polishing", "skin_normalization", "makeup_effect", "cosmetic_cleanup", "plastic_skin", "waxy_skin", "porcelain_skin", "glass_skin", "AI_face", "commercial_confidence_face", "luxury_portrait_face", "perfect_idealized_face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_SCALE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "waist", "arms", "forearms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "real posture limitations", "body density", "real anatomical weight", "base physical structure", "body-to-clothing fit logic" ], "mandatory_rules": [ "IMAGE2 controls body and anatomy", "IMAGE2 controls body scale and anatomical limits", "pose must adapt to IMAGE2 body", "wardrobe must fit IMAGE2 body", "body must never adapt to an idealized pose, fashion silhouette or actor posture", "hands must remain anatomically believable and stable for Kling 3.0", "clothing cannot create a different body", "if IMAGE3 is female or incompatible, final wardrobe must remain from IMAGE2" ], "forbidden": [ "slimming", "muscle_invention", "hero_body_transformation", "fashion_body_stylization", "incorrect_anatomy", "long_arms", "short_arms", "deformed_hands", "wrong_body_scale", "catalog_body_correction", "fake_torso_taper", "mannequin_posture", "body_redesign_to_fit_IMAGE3" ] }, "IMAGE3": { "role": "CONDITIONAL_DYNAMIC_REFERENCE", "authority": "CONDITIONAL_BY_SUBJECT_GENDER_AND_COMPATIBILITY", "allowed_domains_if_male": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "wardrobe", "clothing", "outfit", "fabric style", "shoes when visible", "accessories", "jewelry if masculine or neutral", "watch", "glasses", "hat", "objects held by the male subject", "objects worn by the male subject", "objects attached to the male subject", "vehicles", "architecture", "people in background", "birds", "non-conflicting visible scene objects" ], "allowed_domains_if_female": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "vehicles", "architecture", "people in background", "birds", "non-attached scene props", "non-conflicting environmental objects" ], "universal_forbidden": [ "face_contamination", "skin_contamination", "identity_override", "facial_geometry_override", "beauty_style_transfer", "cinematic_glamour_applied_to_face", "makeup_transfer", "skin_tone_replacement", "facial_expression_beautification", "celebrity_face_borrowing", "actor_charisma_transfer", "luxury_catalog_facial_treatment", "body_redesign_to_match_IMAGE3" ] } }, "image3_gender_conditional_transfer_system": { "enabled": true, "mandatory": true, "purpose": "Apply intelligent conditional transfer from IMAGE3 depending on whether IMAGE3 subject is male or female, while preserving IMAGE1 identity, IMAGE1 skin truth, IMAGE2 body anatomy, IMAGE2 scale and final human realism.", "if_IMAGE3_subject_is_male": { "transfer_allowed": true, "copy_from_IMAGE3": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "wardrobe", "clothing", "outfit", "fabric style", "shoes when visible", "accessories", "jewelry if masculine or neutral", "watch", "glasses", "hat", "objects held by the male subject", "objects worn by the male subject", "objects attached to the male subject", "vehicles", "architecture", "people in background", "birds", "non-conflicting visible scene objects" ], "adaptation_rules": [ "clone male IMAGE3 wardrobe and accessories when visually coherent", "fit IMAGE3 wardrobe to IMAGE2 body anatomy and proportions", "translate IMAGE3 pose through IMAGE2 body limits", "preserve IMAGE2 body mass and scale even when copying IMAGE3 outfit", "do not reshape IMAGE2 body to force IMAGE3 wardrobe", "do not alter IMAGE1 face, skin, beard, age, eyes, or identity", "do not beautify the subject while copying male wardrobe, accessories or image style", "objects and accessories must remain physically plausible and naturally integrated", "if male IMAGE3 wardrobe conflicts with IMAGE2 anatomy, adapt wardrobe instead of changing body" ], "forbidden": [ "identity transfer from IMAGE3", "skin transfer from IMAGE3", "face geometry transfer from IMAGE3", "body redesign to match IMAGE3", "actor-face replacement", "beauty treatment transfer", "synthetic fashion render", "catalog body correction", "outfit that changes body mass", "accessory that causes identity drift" ] }, "if_IMAGE3_subject_is_female": { "transfer_allowed": true, "copy_from_IMAGE3": [ "pose", "pose logic", "body orientation translated intelligently", "camera angle", "framing", "composition", "background", "environment", "scene mood", "lighting direction", "image style", "apparent camera language", "vehicles", "architecture", "people in background", "birds", "non-attached scene props", "non-conflicting environmental objects" ], "keep_from_IMAGE2": [ "final clothing", "final wardrobe", "body anatomy", "body proportions", "body scale", "presentation consistency", "base body-to-clothing logic" ], "do_not_copy_from_IMAGE3": [ "female clothing", "female wardrobe", "female outfit", "female vestments", "female shoes if attached to the subject", "female accessories", "female jewelry", "earrings", "female bracelets", "female necklaces", "female rings", "female watch if clearly feminine", "female makeup", "female hairstyle", "female body traits", "female glamour cues", "handbag carried by the female subject", "purse carried by the female subject", "any accessory worn by the female subject", "any object worn by the female subject", "any object attached to the female subject", "any object carried by the female subject" ], "strict_rule": "If IMAGE3 subject is female, copy pose, pose logic, scene, background, lighting, camera style, image style, environment and non-attached scene elements only. Do not copy clothing, wardrobe, accessories, jewelry, makeup, hairstyle, shoes attached to the subject, or any object worn, attached to, or carried by the female subject.", "object_rule": "Only environmental objects that are not worn, attached to, or carried by the female subject may be copied.", "wardrobe_rule": "When IMAGE3 subject is female, final wardrobe must come from IMAGE2 or from a neutral compatible wardrobe explicitly requested by the user, never from the female subject in IMAGE3." }, "universal_rules": [ "IMAGE1 always controls face, identity, skin, beard, age and human truth", "IMAGE2 always controls body anatomy, body scale and anatomical limits", "IMAGE3 never controls identity or skin", "pose must be anatomically translated through IMAGE2", "final result must remain real human, imperfect, non-plastic, non-beautified and Canon EOS R50 believable", "if gender or compatibility is uncertain, protect IMAGE1 and IMAGE2 first and avoid copying gendered wardrobe or accessories from IMAGE3", "when in doubt, copy pose, scene, lighting and camera language but block identity, skin and gendered body contamination" ] }, "real_reference_pixel_priority": { "enabled": true, "mandatory": true, "purpose": "Reduce generated-looking output by preserving real visual structure from IMAGE1 and IMAGE2 whenever possible.", "rules": [ "prioritize real facial structure from IMAGE1 instead of rebuilding a new face", "prioritize real skin texture logic from IMAGE1 instead of inventing new skin", "prioritize real body geometry from IMAGE2 instead of reconstructing a full synthetic body", "preserve real asymmetry, age markers, facial fatigue and imperfect human cues", "do not over-generate areas that already work in IMAGE1 or IMAGE2", "do not rebuild the entire subject from scratch if the reference structure is usable", "perform controlled adaptation, not total reinterpretation", "humanity must be preserved from real references before aesthetic improvement" ], "forbidden": [ "full synthetic facial reconstruction", "new skin generated over IMAGE1 truth", "generic realistic face replacement", "body redesign from scratch", "AI-cleaned version of the subject", "perfected photoreal subject replacement", "reference ignored in favor of prompt aesthetics" ] }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "skin_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "TRANSFER_NOT_RECREATE", "forbid_cleaner_version": true, "forbid_fake_procedural_texture": true, "forbid_skin_reinterpretation": true }, "beard_domain": { "source": "IMAGE1", "influence": 1.0, "mode": "ABSOLUTE" }, "body_domain": { "source": "IMAGE2", "influence": 1.0, "mode": "ABSOLUTE_NON_NEGOTIABLE" }, "wardrobe_domain": { "source": "CONDITIONAL", "influence": "CONTROLLED", "mode": "IMAGE3_IF_MALE__IMAGE2_IF_IMAGE3_FEMALE_OR_INCOMPATIBLE", "rules": [ "if IMAGE3 subject is male, copy wardrobe, clothing, outfit, accessories and worn/carried objects from IMAGE3 when coherent", "if IMAGE3 subject is female, do not copy wardrobe, clothing, accessories, jewelry, makeup, hairstyle, or worn/carried/attached objects from IMAGE3", "wardrobe must always fit IMAGE2 body anatomy", "wardrobe must never alter IMAGE1 identity or IMAGE2 body structure", "if IMAGE3 male wardrobe conflicts with IMAGE2 body, adapt wardrobe to IMAGE2 instead of changing body", "if gender or compatibility is uncertain, preserve IMAGE2 wardrobe and copy only pose, scene, lighting and camera language" ] }, "pose_domain": { "source": "IMAGE3", "influence": "CONTROLLED", "mode": "YIELD_TO_IMAGE1_AND_IMAGE2" }, "scene_domain": { "source": "IMAGE3", "influence": 1.0, "mode": "VISIBLE_SCENE_ONLY" }, "object_domain": { "source": "CONDITIONAL", "influence": "FILTERED", "mode": "IMAGE3_OBJECTS_IF_MALE__ENVIRONMENT_ONLY_IF_FEMALE", "rules": [ "if IMAGE3 subject is male, copy held, worn, attached and environmental objects when coherent", "if IMAGE3 subject is female, copy only environmental objects not worn, attached to, or carried by the female subject", "objects must not create gender contamination", "objects must not change identity, body or human realism", "objects must remain physically plausible and stable for Kling 3.0" ] }, "lighting_domain": { "source": "IMAGE3", "influence": "DIRECTION_AND_ENVIRONMENT_ONLY", "mode": "FACE_SKIN_RESPONSE_FROM_IMAGE1", "forbid_beauty_lighting_on_face": true, "forbid_skin_washout": true, "forbid_glamour_fill": true, "forbid_fake_cinematic_skin_softening": true } }, "micro_skin_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "requirements": [ "individual visible pores", "irregular pore size", "skin microtexture", "micro-wrinkles around eyes", "micro-wrinkles around mouth", "forehead texture", "under-eye texture", "subtle redness", "minor blemishes", "tiny discolorations", "natural asymmetry", "real beard-root texture", "non-uniform cheek texture", "non-uniform forehead texture", "real transition from face to neck", "small real imperfections inherited from IMAGE1", "natural biological skin variation" ], "strict_forbidden": [ "airbrushed_skin", "beauty_skin", "cosmetic_cleanup", "pore_removal", "fake_pore_overlay", "procedural_pore_stamping", "over_sharpened_pore_texture", "plastic_highlights", "waxy_subsurface", "porcelain_effect", "smooth_cheek_gradient", "smooth_forehead_gradient", "AI_skin_texture", "skin_made_cleaner_than_IMAGE1", "beauty_filter_skin", "foundation_look" ], "specular_policy": { "allowed": [ "minimal natural human skin reflectance", "subtle non-cosmetic skin response only when physically plausible" ], "forbidden": [ "invented_sweat_drops", "visible_oil_effect_unless_explicitly_requested", "cosmetic_shine", "beauty_gloss", "wet_render_skin", "oily_artificial_skin", "uniform_shiny_face", "makeup_glow", "plastic_shine", "glamour_highlight_on_skin" ] } }, "humanity_over_hyperrealism_rule": { "enabled": true, "mandatory": true, "rule": "Human realism is more important than hyperreal detail. If hyperrealism creates plastic skin, synthetic lighting, luxury render finish, CGI texture, poster aesthetics or unnatural perfection, reduce hyperrealism and preserve raw photographic humanity.", "priority": "RAW_HUMANITY_OVER_DECORATIVE_HYPERREALISM", "reject_if": [ "hyperreal detail looks synthetic", "skin detail looks procedural", "lighting looks like a render", "scene looks like a luxury advertisement", "human subject looks too perfect", "camera look feels fake" ] }, "anti_generated_scene_finish": { "enabled": true, "mandatory": true, "purpose": "Prevent the scene from looking like a generated luxury poster, render, catalog, or synthetic cinematic advertisement.", "forbidden": [ "perfect_mansion_render", "overly_clean_background", "repetitive_stone_texture", "over_glossy_car_paint", "catalog_car_reflections", "impossible_chrome_reflections", "luxury_ad_finish", "polished_showroom_look", "fake_cinematic_poster_lighting", "CGI_environment", "AI_background_blend", "overprocessed_clarity", "perfect_global_sharpness", "plastic_material_response", "scene_cleaner_than_reality", "poster_like_composition_if_it_reduces_human_realism" ], "requirements": [ "scene must feel physically real", "background must contain natural imperfections", "materials must have plausible real-world response", "car paint must not look like a CGI showroom render", "stone, road, fabric and objects must avoid repeating AI texture patterns", "contact shadows must be believable", "subject must integrate naturally into the scene", "environment realism must support the human subject, not overpower it" ] }, "real_human_perception_system": { "enabled": true, "mandatory": true, "goal": "The viewer must feel a living human physically present in the scene, not a generated person.", "requirements": [ "biologically alive presence", "real facial gravity", "organic facial tension", "calm natural expression", "subtle facial asymmetry", "real skin imperfection", "ordinary human texture", "non-decorative face", "realistic face-neck transition", "real body weight", "real clothing tension", "non-mannequin posture", "real interaction with objects" ], "reject_if": [ "subject_feels_synthetic", "subject_feels_generated", "subject_feels_too_clean", "subject_feels_like_a_mannequin", "subject_feels_like_actor_catalog", "subject_feels_like_luxury_ad_model", "skin_looks_perfect", "eyes_look_synthetic", "expression_feels_frozen", "face_looks_corrected", "humanity_is_achieved_by_changing_identity" ] }, "face_eye_beard_expression_system": { "enabled": true, "source": "IMAGE1", "eye_rules": [ "preserve real eye shape", "preserve eyelids", "preserve under-eye texture", "preserve natural asymmetry", "eye highlights must look physically captured", "no eye whitening", "no iris enhancement", "no actor gaze replacement", "no synthetic glass eyes", "no over-bright catchlights" ], "beard_rules": [ "preserve density pattern", "preserve gray distribution", "preserve irregular edges", "preserve mustache texture", "preserve micro gaps", "preserve random hair direction", "no barbershop perfection", "no painted beard", "no uniform beard edges", "no synthetic beard texture", "no overclean beard" ], "expression_rules": [ "expression must remain calm, neutral, natural and human", "no exaggerated emotion", "no fake actor intensity", "no fake confidence face", "no frozen synthetic seriousness", "preserve realistic facial muscle tension", "preserve lived-in facial fatigue when present" ] }, "camera_and_rendering_system": { "camera_model": "Canon EOS R50", "capture_intent": "real unretouched camera photograph", "look": "natural Canon EOS R50 real-world capture", "rules": [ "natural color", "balanced exposure", "no blown highlights", "plausible optics", "realistic depth of field", "natural shadow falloff", "real microcontrast", "no over-sharpening", "no over-grading", "no fake HDR", "no beauty grade", "real material response", "no CGI render finish", "no fake premium lens aesthetic", "no computational skin smoothing" ], "lens_policy": { "portrait_closeup": "85mm portrait feeling only when composition is close-up and appropriate", "full_body_or_vehicle_scene": "use natural Canon EOS R50 perspective appropriate for the scene; do not force 85mm if it distorts composition" } }, "lighting_system": { "face_rules": [ "IMAGE1 skin truth overrides IMAGE3 light style", "preserve micro-shadows", "preserve real skin texture under light", "allow realistic irregular skin reflectance only", "forbid flat beauty light", "forbid glamour fill", "forbid face polish by light", "forbid skin washout", "forbid perfect even exposure", "forbid actor lighting on face", "forbid cinematic skin softening", "forbid luxury campaign skin lighting" ], "scene_rules": [ "allow scene mood from IMAGE3", "allow natural directional light", "allow realistic shadow falloff", "cinematic allowed only for scene and composition", "forbid cinematic glamour on face", "forbid skin stylization", "forbid face beautification by environment", "forbid poster-like lighting if it makes the subject synthetic" ] }, "body_hands_wardrobe_system": { "enabled": true, "body_source": "IMAGE2", "wardrobe_source": "CONDITIONAL_IMAGE3_MALE_OR_IMAGE2_FEMALE_CONFLICT", "pose_source": "IMAGE3_CONTROLLED", "hands_rules": [ "five fingers", "natural hand proportion", "real knuckles", "real fingernail structure", "subtle finger wrinkles", "natural finger curvature", "correct wrist connection", "real contact pressure", "visible natural skin texture", "hands must not look flat", "hands must not look waxy", "hands must not align unnaturally", "no floating hands", "no fused fingers", "no extra fingers", "no mannequin hands" ], "wardrobe_rules": [ "if IMAGE3 subject is male, wardrobe clothing outfit and coherent accessories may be copied from IMAGE3", "if IMAGE3 subject is female, wardrobe must follow IMAGE2 and female clothing/accessories from IMAGE3 are blocked", "wardrobe must always fit IMAGE2 body anatomy", "clothing must not reshape shoulders", "clothing must not slim torso", "clothing must not create catalog body", "fabric tension must follow real body mass", "collar, sleeves, waist and seams must remain physically plausible", "fabric must show real texture, natural folds and non-perfect wear" ], "forbidden": [ "fake_broad_shoulders", "torso_idealization", "fashion_silhouette_correction", "CGI_fabric", "overperfect_shirt_fit", "body_redesigned_by_wardrobe", "mannequin_posture" ] }, "object_scene_transfer_policy": { "if_IMAGE3_subject_is_male_preserve_from_IMAGE3": [ "scene layout", "background depth", "lighting setup", "camera height", "lens feeling", "environment storytelling", "wardrobe-related props", "objects held by subject", "objects attached to subject", "objects worn by subject", "vehicles", "birds", "people", "architecture", "environment props" ], "if_IMAGE3_subject_is_female_preserve_from_IMAGE3": [ "scene layout", "background depth", "lighting setup", "camera height", "lens feeling", "environment storytelling", "vehicles", "birds", "people", "architecture", "environment props not attached to the female subject" ], "filter_from_IMAGE3": [ "identity", "facial structure", "skin style", "gender-specific incompatible wardrobe", "gender-specific incompatible accessories", "female worn objects when IMAGE3 is female", "female attached objects when IMAGE3 is female", "female carried objects when IMAGE3 is female" ], "scene_rules": [ "scene must feel real and imperfect", "avoid luxury ad perfection", "avoid polished showroom look", "avoid impossible reflections", "avoid overly clean environment", "preserve contact shadows", "preserve realistic object scale", "preserve visual plausibility over cinematic perfection" ] }, "kling3_preparation": { "ready_for_video": true, "duration": "3_to_6_seconds", "must_survive": [ "identity continuity", "skin continuity", "eye stability", "beard edge stability", "hand integrity", "clothing stability", "geometry stability", "subject-background integration", "zero shimmer", "zero warp", "zero fake-human reveal during motion", "stable object contact", "stable face outline", "stable neck and collar", "stable material reflections" ], "forbidden": [ "latent_AI_skin", "synthetic_eyes", "overpolished_face", "ambiguous_facial_texture", "unstable_hands", "unclear_edges", "flicker_prone_glossy_face", "thin_artifacts_near_eyes_or_beard", "AI_edge_halos", "clothing_seams_likely_to_crawl", "unstable_car_reflections", "glossy_zones_likely_to_flicker" ] }, "validation_gate": { "must_pass": [ "same person as IMAGE1", "same skin truth as IMAGE1", "same body reality as IMAGE2", "correctly translated pose and scene logic from IMAGE3", "if IMAGE3 is male, coherent wardrobe clothing accessories and objects from IMAGE3 are copied when physically plausible", "if IMAGE3 is female, clothing wardrobe accessories jewelry makeup and worn/carried/attached objects from IMAGE3 are blocked", "no AI skin", "no plastic skin", "no waxy skin", "no makeup invention", "no generic handsome face", "no beauty retouch", "no generated luxury scene finish", "credible real human perception", "Canon EOS R50 real-camera feeling", "usable as master frame for Kling 3.0" ], "reject_if": [ "looks beautified", "looks cleaner than IMAGE1", "skin tone is more uniform than IMAGE1", "beard looks cleaner than IMAGE1", "looks like a different person", "feels synthetic", "borrows celebrity or actor energy", "fails to copy male IMAGE3 clothing when coherent and requested", "fails to copy male IMAGE3 accessories or objects when coherent and requested", "copies female wardrobe when IMAGE3 is female", "copies female worn accessories or worn objects when IMAGE3 is female", "has cosmetic shine", "has invented sweat or oil", "scene looks like CGI", "car looks like showroom render", "background looks AI-repetitive", "lighting looks like poster render", "unstable for video" ] }, "render_priority": [ "FACE_IDENTITY_FROM_IMAGE1", "REAL_REFERENCE_STRUCTURE_PRIORITY", "SKIN_TRUTH_AND_MICROTEXTURE_FROM_IMAGE1", "FINAL_HUMAN_PERCEPTION", "EYES_AND_BEARD_FROM_IMAGE1", "BODY_AND_ANATOMY_FROM_IMAGE2", "CONDITIONAL_IMAGE3_TRANSFER_BY_GENDER", "POSE_FROM_IMAGE3_TRANSLATED_TO_IMAGE2_BODY", "MALE_IMAGE3_WARDROBE_ACCESSORIES_OBJECTS_WHEN_COHERENT", "FEMALE_IMAGE3_SCENE_POSE_LIGHT_ONLY_WITH_WARDROBE_ACCESSORIES_BLOCKED", "SCENE_LIGHT_CAMERA_LANGUAGE_FROM_IMAGE3", "ANTI_GENERATED_SCENE_FINISH", "CANON_EOS_R50_REALISM", "KLING3_STABILITY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too clean, too smooth, actor-like, model-like, luxury-ad-like, mannequin-like, CGI-like, plastic, waxy, oily, makeup-covered, showroom-rendered, poster-like, or AI-generated. Accept only if IMAGE1 identity and micro-skin truth remain intact, IMAGE2 body anatomy and scale remain intact, IMAGE3 transfer follows gender-conditional logic, real reference structure is preserved, the scene avoids generated perfection, and the final output feels like a real imperfect human captured by a Canon EOS R50 and stable enough for Kling 3.0." }