Must_preserveinstant recognizability as IMAGE1 Prompts

Use 100% face as an reference image

fix that hat it should be like input image 1

generates exactly the same image but with better quality

generates exactly the same image but with better quality

generates exactly the same image but with better quality

generates exactly the same image but with better quality

generates exactly the same image but with better quality

Use 100% face as an reference image

Image 1 model recreating the same image like image 2 model.

generates exactly the same image but with better quality

Image 1 model recreating the same image like image 2 model.

Same image

use my reference image

same image ultra details

Create the second image with reference to the first image

same image ultra details

fix the compression and quality to be like input image 2 when it comes to upscale quality.

Match image

create refrence image

TURN INTo photo realistic photo use face from input image 2

same face, same person, very realistic, imagination

Same image like the one

{"version":"V40_ABSOLUTE_REAL_HUMAN_PHOTOCOPY_LOCK_FULL_FUSED_NOT_SIMPLIFIED","target_engine":"Nano Banana Pro Realistic","secondary_engine_prep":"Kling 3.0","mission":"Create one final image that is visually indistinguishable from a real photograph of the exact same real man from IMAGE1 and IMAGE2 placed inside the IMAGE3 seated mug scene. The result must look like a direct photographic capture, not AI, not edited, not generated, not stylized, not beautified. The human viewer must have no visual reason to doubt that the person is real and that the image is a real camera photograph.","non_negotiable_core":"IMAGE1 is the absolute face identity master. IMAGE2 is the absolute body, proportions, wardrobe, physical presence and scale master. IMAGE3 is only a pose, chair, mug, object layout, camera angle and environment geometry reference. The AI is forbidden to interpret the person, improve the person, average identities, invent missing anatomy, copy the human identity from IMAGE3, beautify skin, simplify texture, or convert the subject into a generic cinematic character.","reference_roles":{"IMAGE1":{"role":"ABSOLUTE_FACE_AND_SKIN_MASTER_ONLY","authority_level":"MAXIMUM","must_preserve":["exact facial identity","skull structure","forehead height and width","forehead skin marks","eyebrow thickness and shape","eye spacing","eye size","eyelid heaviness","under-eye texture","nose width","nostril shape","cheek volume","mouth width","lip thickness","jaw shape","chin structure","ears if visible","hairline","short gray-black hair direction","beard map","mustache map","salt-and-pepper beard ratio","skin tone","pores","wrinkles","spots","redness variation","micro-asymmetry","mature age appearance","real human imperfections"],"forbidden":["no new face","no reconstructed face","no generated face","no averaged face","no younger face","no prettier face","no smoother face","no celebrity resemblance","no face from IMAGE3","no changed expression identity","no changed eye shape","no changed nose","no changed mouth","no changed jaw","no changed beard","no changed hairline","no cosmetic correction"]},"IMAGE2":{"role":"ABSOLUTE_BODY_WARDROBE_SCALE_MASTER_ONLY","authority_level":"MAXIMUM","must_preserve":["solid natural body mass","shoulder width","neck thickness","torso volume","arm thickness","forearm thickness","hand size","leg proportions","age-body coherence","natural weight distribution","black t-shirt","blue jeans","black shoes","watch and chain only if visible and physically coherent"],"forbidden":["no slimming","no athleticizing","no body redesign","no longer torso","no narrow shoulders","no copied IMAGE3 body","no suit unless explicitly requested","no white shirt","no luxury redesign","no altered hand scale","no altered age-body relation"]},"IMAGE3":{"role":"POSE_SCENE_OBJECT_GEOMETRY_ONLY","authority_level":"LIMITED","allowed_use":["seated chair pose skeleton","mug-holding action","mug near mouth position","white chair placement","camera angle","framing","foreground wooden table","book placement","flowers placement","plants","soft city-window background","studio environment layout","depth of field","object scale relationships"],"forbidden_use":["zero face identity","zero facial features","zero skin tone","zero hair","zero beard","zero age","zero body shape","zero smile identity","zero human style","zero wardrobe authority","zero facial lighting authority","zero beauty direction","zero celebrity likeness","zero emotional identity"]}},"absolute_ai_behavior_locks":{"interpretation_allowed":false,"identity_inference_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"automatic_retouch_allowed":false,"style_transfer_to_face_allowed":false,"scene_color_transfer_to_skin_allowed":false,"celebrity_similarity_allowed":false,"generic_ai_face_allowed":false,"mechanical_identity_transfer_only":true,"scene_must_adapt_to_locked_person":true,"person_must_never_adapt_identity_to_scene":true,"when_unsure_preserve_source_identity":true,"when_conflict_identity_wins":true},"face_projection_system":{"source":"IMAGE1_ONLY","method":"project the exact same IMAGE1 face into the target seated 3/4 camera angle without redesigning anatomy","rotation_policy":"Only perspective rotation is allowed. No anatomical replacement. No inferred new facial structure. No smoothing to solve angle mismatch. No copying IMAGE3 expression or facial geometry.","locked_zones":["forehead","hairline","eyebrows","eyes","eyelids","eye spacing","nose bridge","nose width","nostrils","cheeks","mouth","lips","jaw","chin","beard outline","mustache","ears if visible"],"identity_threshold":"must be instantly recognizable as the same real man from IMAGE1 at first glance","reject_if":["face looks like another person","face looks AI-generated","face looks younger","face looks smoother","face looks like IMAGE3 subject","face resembles any celebrity","identity requires explanation to accept"]},"expression_system":{"source":"IMAGE1_DOMINANT","allowed":"Only micro physical adaptation caused by seated conversation and mug proximity. Keep mature restrained real expression. A slight natural social softness is allowed only if it does not change identity.","forbidden":["big smile","teeth smile","celebrity smile","new friendly persona","exaggerated cheek lift","changed eyelid emotion","changed mouth identity","copied IMAGE3 smile","over-pleasant AI expression"],"mouth_lock":"Preserve IMAGE1 mouth width, lip thickness, natural tension and mature shape. Mug pose may create minimal lip relaxation only.","eye_lock":"Preserve IMAGE1 eyelid heaviness, gaze character, asymmetry and real under-eye texture. No brightened AI eyes, no enlarged eyes, no glamour catchlight redesign."},"skin_system":{"source":"IMAGE1_ONLY","required_realism":["visible pores","forehead marks","skin spots","subtle redness","uneven tone","under-eye texture","cheek pores","nose texture","beard-root texture","micro-wrinkles","natural mature skin","non-uniform exposure","small imperfections","real color variation"],"strict_forbidden":["plastic skin","wax skin","porcelain skin","beauty filter","skin smoothing","frequency flattening","AI retouch","face cleanup","uniform tone","fake gloss","fake specular highlights","HDR skin","over-sharpened pores","blurred pores","orange cast","teal cast","blue cast","studio color contamination on skin","commercial beauty finish"]},"beard_hair_system":{"source":"IMAGE1_ONLY","beard_must_preserve":["exact salt-and-pepper distribution","mustache density","gray-white strand placement impression","chin beard mass","cheek beard irregularity","rough beard edges","chaotic natural growth","uneven density","mature beard texture"],"hair_must_preserve":["short gray-black hair","hairline position","density","direction","natural flyaways","mature coarse texture"],"forbidden":["clean beard edge","barber-perfect beard","darkened beard","whitened beard","smoothed beard","fake beard","simplified beard","copied IMAGE3 hairstyle","hair restyle","added volume","changed hairline"]},"body_pose_system":{"body_source":"IMAGE2_ONLY","pose_source":"IMAGE3_SKELETON_ONLY","seated_conversion":"Convert the standing IMAGE2 body into the seated IMAGE3 pose using only physically plausible posture transformation. Preserve IMAGE2 mass, shoulders, neck, torso volume, arms, forearms, hands scale and age-body coherence.","must_preserve":["solid body mass","natural stocky presence","shoulder width","neck thickness","torso weight","arm thickness","forearm scale","hand size","real seated compression","natural fabric fold pressure","real contact with chair","real knee and leg scale"],"forbidden":["slim body","athletic redesign","celebrity body","narrow shoulders","long torso","tiny hands","oversized hands","copied IMAGE3 proportions","floating body","bad seated weight","unphysical torso twist"]},"wardrobe_system":{"source":"IMAGE2_FIXED","default":"plain black t-shirt, blue jeans, black shoes, visible watch/chain only if physically coherent","allowed_adaptation":["wrinkles from sitting","fabric compression","natural folds","occlusion by arms","perspective change","contact shadows"],"forbidden":["copy IMAGE3 suit","add blazer","add white dress shirt","add tie","add logos","change shirt color","change jeans design","luxury outfit","formal redesign","remove IMAGE2 wardrobe without explicit command"]},"hands_and_mug_system":{"hand_scale_source":"IMAGE2","pose_geometry_source":"IMAGE3","requirements":["five fingers per visible hand unless truly occluded","correct thumb through mug handle","real knuckles","real finger separation","real grip pressure","natural wrist angle","hand skin texture consistent with subject","mug rim not warped","mug handle clean and physically possible","mug does not float","mug does not penetrate face","hand does not penetrate mug","contact shadows under fingers","real object weight"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hand","soft AI hand","wrong thumb","broken wrist","floating mug","deformed mug handle","fake contact","hand scale mismatch"]},"scene_system":{"source":"IMAGE3_ENVIRONMENT_GEOMETRY_ONLY","must_include":["white talk-show chair or sofa","mug interaction","foreground wooden table","book on table","pink flowers","studio plants","soft blurred city-window background","realistic depth of field","believable object scale","natural seated composition"],"must_not_include":["scene changing identity","scene changing skin tone","scene forcing suit","scene imposing IMAGE3 subject traits","overprocessed background","CGI environment","painterly texture","fake HDR set","AI-clean sterile set"]},"lighting_color_system":{"face_priority":"identity_protected_real_light","scene_priority":"environment_can_be_cinematic_but_subordinate","rules":["face skin color stays from IMAGE1","beard color stays from IMAGE1","hair color stays from IMAGE1","only minimal believable light interaction from scene","natural shadows under nose lips beard neck and hands","face-neck continuity required","no color grade contamination on face","no blue cast on skin","no orange-teal skin","no glossy forehead","no artificial highlight boost","no contrast redesign","no beauty lighting on face"],"environment_limit":"Background may match IMAGE3 mood but cannot alter the person identity, skin, beard, hair or body."},"edge_integration_system":{"requirements":["no halo","no double contour","no mask trace","no edge glow","no cutout effect","natural hair edge","natural beard edge","natural shoulder-chair contact","natural body-chair compression","natural hand-mug contact","natural object occlusion"],"realism_policy":"Do not make integration sterile or AI-perfect. Preserve small real photographic friction, micro-shadows and natural texture transitions that support real camera believability."},"real_camera_output":{"output_style":"documentary-real professional photograph, not beauty retouch, not CGI, not illustration, not AI render","visual_goal":"a human must believe this is a real photograph of the same man","lens_behavior":"natural portrait compression, realistic depth of field, real camera perspective","detail_behavior":"identity readable, skin detailed, beard detailed, clothing fabric real, no oversharpened AI texture","final_composition":"same seated mug talk-show composition from IMAGE3, but the man remains 100 percent IMAGE1 face and 100 percent IMAGE2 body and wardrobe authority"},"negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","face blend","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","prettier face","smooth face","plastic skin","wax skin","porcelain skin","pore loss","skin cleanup","HDR skin","fake gloss","orange skin","teal skin","blue face cast","changed eyes","changed eyelids","changed eyebrows","changed nose","changed nostrils","changed mouth","changed lips","changed jaw","changed chin","changed cheeks","changed forehead","changed hairline","changed beard","regularized beard","fake beard","clean beard edge","copied IMAGE3 hair","copied IMAGE3 smile","big smile","teeth smile","new persona","slim body","athletic body","wrong shoulders","wrong neck","wrong torso","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","floating mug","warped mug","wrong mug grip","copied IMAGE3 suit","new blazer","white dress shirt","logo shirt","luxury redesign","overprocessed scene","CGI look","painterly look","cartoon look","AI signature","halo edges","double contours","mask traces","cutout effect","unreadable identity","fake perfect integration"],"validation_gate":{"accept_only_if":["face is instantly and unmistakably the exact same man from IMAGE1","body mass and proportions match IMAGE2","wardrobe remains IMAGE2 black t-shirt and blue jeans","IMAGE3 affects only pose scene objects framing and environment geometry","no IMAGE3 identity contamination exists","skin remains textured mature imperfect and real","beard and hair remain locked to IMAGE1","hands and mug contact are anatomically correct","lighting integrates without changing face color or skin texture","edges are clean and physically natural","the image looks like a real camera photograph and not AI"],"reject_if":["identity drift","face reconstruction","face averaging","celebrity resemblance","younger appearance","beautification","plastic skin","skin smoothing","beard regularization","hairline change","eye shape change","nose change","mouth change","jaw change","body slimming","wrong wardrobe","bad hands","fake mug contact","scene color contaminates face","halo edges","AI look","human viewer could doubt realism"]},"final_instruction":"Execute with absolute strict governance. Mechanically transfer IMAGE1 face identity and IMAGE1 skin-beard-hair reality onto IMAGE2 body mass wardrobe and scale, then physically place that locked person into IMAGE3 seated mug scene geometry only. Do not interpret anything about the person. Do not improve anything. Do not simplify anything. Do not blend identities. Do not copy IMAGE3 human traits. Final output must be an impossible-to-doubt real human photograph of the same man."}

{"version":"V40_ABSOLUTE_REAL_HUMAN_PHOTOCOPY_LOCK_FULL_FUSED_NOT_SIMPLIFIED","target_engine":"Nano Banana Pro Realistic","secondary_engine_prep":"Kling 3.0","mission":"Create one final image that is visually indistinguishable from a real photograph of the exact same real man from IMAGE1 and IMAGE2 placed inside the IMAGE3 seated mug scene. The result must look like a direct photographic capture, not AI, not edited, not generated, not stylized, not beautified. The human viewer must have no visual reason to doubt that the person is real and that the image is a real camera photograph.","non_negotiable_core":"IMAGE1 is the absolute face identity master. IMAGE2 is the absolute body, proportions, wardrobe, physical presence and scale master. IMAGE3 is only a pose, chair, mug, object layout, camera angle and environment geometry reference. The AI is forbidden to interpret the person, improve the person, average identities, invent missing anatomy, copy the human identity from IMAGE3, beautify skin, simplify texture, or convert the subject into a generic cinematic character.","reference_roles":{"IMAGE1":{"role":"ABSOLUTE_FACE_AND_SKIN_MASTER_ONLY","authority_level":"MAXIMUM","must_preserve":["exact facial identity","skull structure","forehead height and width","forehead skin marks","eyebrow thickness and shape","eye spacing","eye size","eyelid heaviness","under-eye texture","nose width","nostril shape","cheek volume","mouth width","lip thickness","jaw shape","chin structure","ears if visible","hairline","short gray-black hair direction","beard map","mustache map","salt-and-pepper beard ratio","skin tone","pores","wrinkles","spots","redness variation","micro-asymmetry","mature age appearance","real human imperfections"],"forbidden":["no new face","no reconstructed face","no generated face","no averaged face","no younger face","no prettier face","no smoother face","no celebrity resemblance","no face from IMAGE3","no changed expression identity","no changed eye shape","no changed nose","no changed mouth","no changed jaw","no changed beard","no changed hairline","no cosmetic correction"]},"IMAGE2":{"role":"ABSOLUTE_BODY_WARDROBE_SCALE_MASTER_ONLY","authority_level":"MAXIMUM","must_preserve":["solid natural body mass","shoulder width","neck thickness","torso volume","arm thickness","forearm thickness","hand size","leg proportions","age-body coherence","natural weight distribution","black t-shirt","blue jeans","black shoes","watch and chain only if visible and physically coherent"],"forbidden":["no slimming","no athleticizing","no body redesign","no longer torso","no narrow shoulders","no copied IMAGE3 body","no suit unless explicitly requested","no white shirt","no luxury redesign","no altered hand scale","no altered age-body relation"]},"IMAGE3":{"role":"POSE_SCENE_OBJECT_GEOMETRY_ONLY","authority_level":"LIMITED","allowed_use":["seated chair pose skeleton","mug-holding action","mug near mouth position","white chair placement","camera angle","framing","foreground wooden table","book placement","flowers placement","plants","soft city-window background","studio environment layout","depth of field","object scale relationships"],"forbidden_use":["zero face identity","zero facial features","zero skin tone","zero hair","zero beard","zero age","zero body shape","zero smile identity","zero human style","zero wardrobe authority","zero facial lighting authority","zero beauty direction","zero celebrity likeness","zero emotional identity"]}},"absolute_ai_behavior_locks":{"interpretation_allowed":false,"identity_inference_allowed":false,"face_generation_allowed":false,"face_reconstruction_allowed":false,"face_averaging_allowed":false,"beautification_allowed":false,"skin_cleanup_allowed":false,"automatic_retouch_allowed":false,"style_transfer_to_face_allowed":false,"scene_color_transfer_to_skin_allowed":false,"celebrity_similarity_allowed":false,"generic_ai_face_allowed":false,"mechanical_identity_transfer_only":true,"scene_must_adapt_to_locked_person":true,"person_must_never_adapt_identity_to_scene":true,"when_unsure_preserve_source_identity":true,"when_conflict_identity_wins":true},"face_projection_system":{"source":"IMAGE1_ONLY","method":"project the exact same IMAGE1 face into the target seated 3/4 camera angle without redesigning anatomy","rotation_policy":"Only perspective rotation is allowed. No anatomical replacement. No inferred new facial structure. No smoothing to solve angle mismatch. No copying IMAGE3 expression or facial geometry.","locked_zones":["forehead","hairline","eyebrows","eyes","eyelids","eye spacing","nose bridge","nose width","nostrils","cheeks","mouth","lips","jaw","chin","beard outline","mustache","ears if visible"],"identity_threshold":"must be instantly recognizable as the same real man from IMAGE1 at first glance","reject_if":["face looks like another person","face looks AI-generated","face looks younger","face looks smoother","face looks like IMAGE3 subject","face resembles any celebrity","identity requires explanation to accept"]},"expression_system":{"source":"IMAGE1_DOMINANT","allowed":"Only micro physical adaptation caused by seated conversation and mug proximity. Keep mature restrained real expression. A slight natural social softness is allowed only if it does not change identity.","forbidden":["big smile","teeth smile","celebrity smile","new friendly persona","exaggerated cheek lift","changed eyelid emotion","changed mouth identity","copied IMAGE3 smile","over-pleasant AI expression"],"mouth_lock":"Preserve IMAGE1 mouth width, lip thickness, natural tension and mature shape. Mug pose may create minimal lip relaxation only.","eye_lock":"Preserve IMAGE1 eyelid heaviness, gaze character, asymmetry and real under-eye texture. No brightened AI eyes, no enlarged eyes, no glamour catchlight redesign."},"skin_system":{"source":"IMAGE1_ONLY","required_realism":["visible pores","forehead marks","skin spots","subtle redness","uneven tone","under-eye texture","cheek pores","nose texture","beard-root texture","micro-wrinkles","natural mature skin","non-uniform exposure","small imperfections","real color variation"],"strict_forbidden":["plastic skin","wax skin","porcelain skin","beauty filter","skin smoothing","frequency flattening","AI retouch","face cleanup","uniform tone","fake gloss","fake specular highlights","HDR skin","over-sharpened pores","blurred pores","orange cast","teal cast","blue cast","studio color contamination on skin","commercial beauty finish"]},"beard_hair_system":{"source":"IMAGE1_ONLY","beard_must_preserve":["exact salt-and-pepper distribution","mustache density","gray-white strand placement impression","chin beard mass","cheek beard irregularity","rough beard edges","chaotic natural growth","uneven density","mature beard texture"],"hair_must_preserve":["short gray-black hair","hairline position","density","direction","natural flyaways","mature coarse texture"],"forbidden":["clean beard edge","barber-perfect beard","darkened beard","whitened beard","smoothed beard","fake beard","simplified beard","copied IMAGE3 hairstyle","hair restyle","added volume","changed hairline"]},"body_pose_system":{"body_source":"IMAGE2_ONLY","pose_source":"IMAGE3_SKELETON_ONLY","seated_conversion":"Convert the standing IMAGE2 body into the seated IMAGE3 pose using only physically plausible posture transformation. Preserve IMAGE2 mass, shoulders, neck, torso volume, arms, forearms, hands scale and age-body coherence.","must_preserve":["solid body mass","natural stocky presence","shoulder width","neck thickness","torso weight","arm thickness","forearm scale","hand size","real seated compression","natural fabric fold pressure","real contact with chair","real knee and leg scale"],"forbidden":["slim body","athletic redesign","celebrity body","narrow shoulders","long torso","tiny hands","oversized hands","copied IMAGE3 proportions","floating body","bad seated weight","unphysical torso twist"]},"wardrobe_system":{"source":"IMAGE2_FIXED","default":"plain black t-shirt, blue jeans, black shoes, visible watch/chain only if physically coherent","allowed_adaptation":["wrinkles from sitting","fabric compression","natural folds","occlusion by arms","perspective change","contact shadows"],"forbidden":["copy IMAGE3 suit","add blazer","add white dress shirt","add tie","add logos","change shirt color","change jeans design","luxury outfit","formal redesign","remove IMAGE2 wardrobe without explicit command"]},"hands_and_mug_system":{"hand_scale_source":"IMAGE2","pose_geometry_source":"IMAGE3","requirements":["five fingers per visible hand unless truly occluded","correct thumb through mug handle","real knuckles","real finger separation","real grip pressure","natural wrist angle","hand skin texture consistent with subject","mug rim not warped","mug handle clean and physically possible","mug does not float","mug does not penetrate face","hand does not penetrate mug","contact shadows under fingers","real object weight"],"reject_if":["extra fingers","missing fingers without occlusion","fused fingers","rubber hand","soft AI hand","wrong thumb","broken wrist","floating mug","deformed mug handle","fake contact","hand scale mismatch"]},"scene_system":{"source":"IMAGE3_ENVIRONMENT_GEOMETRY_ONLY","must_include":["white talk-show chair or sofa","mug interaction","foreground wooden table","book on table","pink flowers","studio plants","soft blurred city-window background","realistic depth of field","believable object scale","natural seated composition"],"must_not_include":["scene changing identity","scene changing skin tone","scene forcing suit","scene imposing IMAGE3 subject traits","overprocessed background","CGI environment","painterly texture","fake HDR set","AI-clean sterile set"]},"lighting_color_system":{"face_priority":"identity_protected_real_light","scene_priority":"environment_can_be_cinematic_but_subordinate","rules":["face skin color stays from IMAGE1","beard color stays from IMAGE1","hair color stays from IMAGE1","only minimal believable light interaction from scene","natural shadows under nose lips beard neck and hands","face-neck continuity required","no color grade contamination on face","no blue cast on skin","no orange-teal skin","no glossy forehead","no artificial highlight boost","no contrast redesign","no beauty lighting on face"],"environment_limit":"Background may match IMAGE3 mood but cannot alter the person identity, skin, beard, hair or body."},"edge_integration_system":{"requirements":["no halo","no double contour","no mask trace","no edge glow","no cutout effect","natural hair edge","natural beard edge","natural shoulder-chair contact","natural body-chair compression","natural hand-mug contact","natural object occlusion"],"realism_policy":"Do not make integration sterile or AI-perfect. Preserve small real photographic friction, micro-shadows and natural texture transitions that support real camera believability."},"real_camera_output":{"output_style":"documentary-real professional photograph, not beauty retouch, not CGI, not illustration, not AI render","visual_goal":"a human must believe this is a real photograph of the same man","lens_behavior":"natural portrait compression, realistic depth of field, real camera perspective","detail_behavior":"identity readable, skin detailed, beard detailed, clothing fabric real, no oversharpened AI texture","final_composition":"same seated mug talk-show composition from IMAGE3, but the man remains 100 percent IMAGE1 face and 100 percent IMAGE2 body and wardrobe authority"},"negative_prompt":["different person","identity drift","AI face","generated face","reconstructed face","averaged face","face blend","IMAGE3 face influence","celebrity resemblance","younger face","beautified face","prettier face","smooth face","plastic skin","wax skin","porcelain skin","pore loss","skin cleanup","HDR skin","fake gloss","orange skin","teal skin","blue face cast","changed eyes","changed eyelids","changed eyebrows","changed nose","changed nostrils","changed mouth","changed lips","changed jaw","changed chin","changed cheeks","changed forehead","changed hairline","changed beard","regularized beard","fake beard","clean beard edge","copied IMAGE3 hair","copied IMAGE3 smile","big smile","teeth smile","new persona","slim body","athletic body","wrong shoulders","wrong neck","wrong torso","wrong hands","extra fingers","missing fingers","fused fingers","rubber hands","floating mug","warped mug","wrong mug grip","copied IMAGE3 suit","new blazer","white dress shirt","logo shirt","luxury redesign","overprocessed scene","CGI look","painterly look","cartoon look","AI signature","halo edges","double contours","mask traces","cutout effect","unreadable identity","fake perfect integration"],"validation_gate":{"accept_only_if":["face is instantly and unmistakably the exact same man from IMAGE1","body mass and proportions match IMAGE2","wardrobe remains IMAGE2 black t-shirt and blue jeans","IMAGE3 affects only pose scene objects framing and environment geometry","no IMAGE3 identity contamination exists","skin remains textured mature imperfect and real","beard and hair remain locked to IMAGE1","hands and mug contact are anatomically correct","lighting integrates without changing face color or skin texture","edges are clean and physically natural","the image looks like a real camera photograph and not AI"],"reject_if":["identity drift","face reconstruction","face averaging","celebrity resemblance","younger appearance","beautification","plastic skin","skin smoothing","beard regularization","hairline change","eye shape change","nose change","mouth change","jaw change","body slimming","wrong wardrobe","bad hands","fake mug contact","scene color contaminates face","halo edges","AI look","human viewer could doubt realism"]},"final_instruction":"Execute with absolute strict governance. Mechanically transfer IMAGE1 face identity and IMAGE1 skin-beard-hair reality onto IMAGE2 body mass wardrobe and scale, then physically place that locked person into IMAGE3 seated mug scene geometry only. Do not interpret anything about the person. Do not improve anything. Do not simplify anything. Do not blend identities. Do not copy IMAGE3 human traits. Final output must be an impossible-to-doubt real human photograph of the same man."}