Soft matte skin finish Prompts

{ "subject": { "type": "portrait", "gender": "female", "age": "young adult", "ethnicity": "ambiguous European", "skin_tone": "fair, porcelain-like", "skin_texture": "smooth and flawless, with matte finish", "facial_features": { "eyes": { "color": "light blue with aqua tones", "shape": "almond-shaped", "makeup": { "eyeshadow": "gold shimmer with inner-corner highlight", "eyeliner": "black, fine, enhancing lash line", "lashes": "long, voluminous, curled" } }, "eyebrows": { "shape": "full and straight with natural arch", "color": "medium brown" }, "lips": { "shape": "full and symmetrical", "color": "soft peach with a glossy finish" }, "nose": "small and straight", "cheekbones": "high and softly contoured" }, "hair": { "style": "tucked under hat, hidden from view", "color": "light brown or blonde (not visible)" }, "accessories": [ { "type": "earrings", "style": "diamond stud with halo setting", "size": "small to medium" }, { "type": "hat", "style": "wide-brim fashion hat", "color": "bright yellow" } ] }, "clothing": { "type": "high-collared garment", "color": "bright yellow", "style": "minimalist, smooth fabric" }, "pose": { "framing": "tight close-up, face centered", "expression": "neutral with slightly parted lips", "eye_contact": "direct to camera" }, "lighting": { "type": "soft, diffused", "direction": "frontal, even illumination", "effect": "enhances smoothness of skin and brightness of colors" }, "background": { "color": "soft pastel blue", "style": "solid, smooth", "depth_of_field": "shallow (sharp focus on subject)" }, "image_quality": { "style": "ultra-high resolution, fashion editorial", "focus": "sharp on eyes and facial features", "color_grade": "bright and clean" } }

Generate a hyper-realistic pure high quality of 6k no grain image based on the attached user photo according to uploaded photo file name. The character in the generated image must look exactly like the person in the attached photo.Place this character into {   "subject_and_concept": {     "exact_subject": "A young female fashion model with fair, lightly olive-toned skin.",     "exact_action": "Looking back over her left shoulder directly at the camera.",     "exact_vibe": "Elegant, classic European chic, serene, sophisticated beauty editorial.",     "exact_hair_style": "Dark brown hair parted in the middle, mostly concealed beneath a headscarf, with loose, wavy tendrils escaping to frame both sides of her face.",     "exact_head_tilting_bend_pose_rotate_and_angle": "Head is turned sharply over her left shoulder (viewer's left), tilted slightly downward, with the chin tucked slightly towards the shoulder.",     "exact_beard_style": "N/A",     "exact_face_expressions": "Serene, confident, with a very soft, subtle, closed-mouth smile.",     "exact_body_alignment_and_posing_and_rotate_and_tilting": "The torso is turned away from the camera, facing the viewer's right, exposing the upper back and the back of the left shoulder in a classic over-the-shoulder pose.",     "exact_shoulder_tilting_bend_pose_rotate_and_angle": "Left shoulder (viewer's left) is raised, prominent, and closest to the camera. The right shoulder is dropped and angled away, mostly out of view.",     "exact_neck_tilting_bend_pose_rotate_and_angle": "Neck is twisted strongly to the left (viewer's left) to accommodate the head looking backward.",     "exact_eyes_direction": "Making direct, engaging eye contact with the camera lens.",     "exact_left_eye_brow": "Dark brown, well-groomed, gently arched.",     "exact_right_eye_brow": "Dark brown, well-groomed, gently arched.",     "exact_head_alignment_and_posing_and_rotate_and_tilting": "Turned into a profile/three-quarter view relative to the camera, looking back.",     "exact_left_leg_posing": "N/A",     "exact_right_leg_posing": "N/A",     "exact_left_hand_posing_and_hight": "N/A",     "exact_right_hand_posing_and_hight": "N/A",     "exact_torso_alignment_and_posing_and_rotate_and_tilting": "Upper torso is visible from the back/side, angled away to the viewer's right.",     "exact_seating_posing": "N/A",     "exact_fingers_posing": "N/A",     "exact_stand_posing": "N/A",     "exact_left_mammilla": "N/A",     "exact_right_mammilla": "N/A"   },   "lighting": {     "exact_setup": "Soft, diffused professional studio lighting. The primary key light is positioned to the front-left (viewer's left), beautifully illuminating the face and the side of the shirt.",     "exact_shadows": "Soft, flattering shadows on the right side of the face (viewer's right), neck, and deep, defining shadows within the folds and drapes of the white shirt.",     "exact_intensity": "Medium intensity, perfectly exposing the skin tones while retaining highlight details in the white fabric.",     "exact_catchlights": "Distinct, small square/rectangular softbox catchlights visible in the upper-left quadrant of both pupils.",     "exact_color_temperature": "Neutral to slightly warm, enhancing the natural warmth of the skin and the vivid red of the scarf."   },   "camera_angle_and_lens_type": {     "exact_angle": "Eye-level with the subject's face.",     "exact_camera_positioning_between_the_subject_and_the_camera": "Medium close-up portrait distance.",     "exact_photographer_angel_according_to_the_subject_body": "Positioned behind and slightly to the left of the subject, capturing her back and profile as she looks over her shoulder.",     "exact_lens": "High-quality portrait lens, approximately 85mm.",     "exact_depth_of_field": "Medium-shallow depth of field. The subject's face, earring, and the front part of the scarf are razor-sharp. The back of the white shirt and the draped scarf tails fall into a very subtle, soft blur.",     "exact_zoom_or_scene_crop": "Medium crop capturing the head, neck, shoulders, and upper back.",     "exact_crop_size": "Vertical portrait format (approx. 9:16)."   },   "model_face": {     "exact_eyes_color": "Dark brown.",     "exact_eyes_direction": "Looking directly into the lens.",     "exact_eyes_expression": "Calm, alluring, and quietly confident.",     "exact_makeup_eyes": "Natural, soft glam editorial look. Subtle warm taupe/brown eyeshadow in the crease.",     "exact_upper_lid": "Soft wash of warm brown eyeshadow.",     "exact_lower_lash_line": "Clean, with very subtle smudged shadow.",     "exact_lashes": "Natural length, defined and separated, lightly coated with dark mascara.",     "exact_details": "Flawless, smooth skin with natural, subtle highlights on the tip of the nose and cheekbones.",     "exact_eyebrows": "Dark brown, naturally full but neatly groomed with a soft arch.",     "exact_skin": "Smooth, soft-matte finish with a natural, healthy glow and subtle peach blush."   },   "lips_mouth_and_snarl_expression": {     "exact_lip_color": "Warm terracotta or soft dusty rose with a smooth satin finish.",     "exact_action": "Closed, relaxed lips with the corners very slightly upturned.",     "exact_the_snarl": "N/A",     "exact_teeth": "Not visible."   },   "props_and_styling": {     "exact_prop": "N/A",     "exact_hand_glove": "N/A",     "exact_jewelry": "A pair of gold-tone drop statement earrings on the visible left ear. The earring features a small pearl at the lobe, attached to a delicate golden hoop, with a cluster of small clear crystals/gemstones at the bottom. A very thin, delicate gold chain necklace is partially visible resting on the back of her neck.",     "exact_alignment_of_clothing": "The subject wears a loose-fitting, bright white button-down shirt or blouse with drop shoulders. The fabric has a subtle, vertical crinkled or crepe texture. A luxurious silk square scarf is folded and tied over her head, covering the crown and tied securely at the nape of the neck, with two long tails draping down her back. The scarf features a vibrant red background with intricate white geometric and paisley-like motifs, bordered by a thick white band containing red repeating patterns."   },   "model_body": {     "exact_orientation": "Turned away from the camera, facing the viewer's right.",     "exact_hand_placement": "N/A"   },   "film_stock_or_color_grading": {     "exact_grading": "Clean, classic digital editorial fashion grading.",     "exact_tone": "High contrast between the vivid red scarf, the bright white shirt, and the neutral grey background.",     "exact_saturation": "Rich, true-to-life saturation on the red fabric and lip color; natural, neutral tones for the skin and background."   },   "background_environment": {     "exact_visual": "A clean, solid, seamless light grey studio backdrop.",     "exact_decoration": "N/A",     "exact_furniture": "N/A",     "exact_porbs": "N/A"   },   "exact_aspect_ratio": "9:16 vertical.",   "photo_quality": "Ultra-high resolution, sharp focus, professional fashion/beauty portrait photography.",   "exact_texture": "A strong interplay of textures: the smooth, luminous sheen of the silk scarf; the matte, softly crinkled linen/crepe texture of the white shirt; and the smooth, soft-matte texture of the model's skin." } Ensure the lighting on the character's face matches the scene perfectly. Maintain the same aspect ratio, mood, and cinematic grain as the description.

specularity,natural-skin-tones

{ "prompt_type": "descriptive_replication", "reference_adherence": "STRICT_VISUAL_FIDELITY", "aspect_ratio": "3:4", "identity_lock": { "priority": "NONE", "instruction": "New female model. Completely different facial structure and overall appearance from any previous version. No resemblance to prior identity." }, "scene_constraints": { "people_count": "exactly one person in the frame", "single_subject_only": true, "no_other_people_visible": true, "no_extra_reflections": true, "no_background_figures": true, "full_body_visible": true, "head_to_toe_in_frame": true }, "subject": { "demographics": "young woman (age 20+), blonde", "presence": "only one visible person in the entire scene", "hair": { "color": "warm blonde (no dark roots)", "style": "side part, long straight hair", "texture": "smooth, natural fall, lightly voluminous" }, "face": { "structure": "distinct oval face shape with higher cheekbones and a slightly sharper jawline", "expression": "calm alluring expression with a subtle closed-lip smirk", "eyes": "almond-shaped eyes with a slightly lifted outer corner", "gaze": "looking at the phone screen through the mirror with composed confidence", "nose": "straight narrow nose with refined bridge", "lips": "naturally fuller lips with soft definition", "makeup": "minimal natural makeup, soft matte skin finish, muted rose lips, softly blended eyeshadow", "visibility": "partially covered by phone but clearly a different facial identity than any previous version" } }, "body": { "pose": "standing in front of mirror with one arm raised above head, legs naturally extended", "posture": "relaxed confident stance with slight hip shift", "anatomy": { "curves": "natural soft curves with realistic proportions", "chest": "bikini-supported, natural shape", "details": "visible collarbones, subtle shoulder definition, natural leg proportions" }, "feet": { "visibility": "fully visible at bottom of frame", "position": "flat on floor, natural stance" }, "skin_texture": "natural skin texture, no airbrushing" } }, "attire_and_accessories": { "clothing": { "top": "black triangle string bikini top with thin straps", "bottom_detail": "matching bikini bottom strings visible at hips" }, "footwear": "barefoot", "jewelry": { "necklaces": [], "wrists": [], "fingers": "no rings" }, "props": { "phone": "white iPhone (iPhone Pro style), held in right hand" } }, "environment": { "setting": "modern luxury bathroom interior, daytime", "foreground_element": { "mirror": "large rectangular mirror with GREY MARBLE FRAME", "material": "polished stone marble with subtle veining" }, "background": { "elements": [ "large marble wall tiles", "floating vanity", "minimalist sink and chrome fixtures", "folded white towels", "clean tiled floor fully visible" ], "style": "minimalist and clean", "clutter": "none" } }, "lighting_and_atmosphere": { "source": "natural daylight from camera-left", "quality": "soft directional light", "effects": [ "subtle highlights on shoulder and collarbone", "gentle shadow falloff along legs and feet" ], "contrast": "moderate, natural" }, "camera_and_technical": { "perspective": "mirror selfie", "camera_position": "eye level, slightly angled downward", "framing": "vertical 3:4, full head-to-toe body visible without cropping feet", "focus": "sharp on subject, background slightly softer", "visual_fidelity": "real smartphone camera look, mild natural noise" }, "realism_constraints": { "allowed": [ "natural skin texture", "minor asymmetry", "realistic lighting" ], "forbidden": [ "multiple people", "extra person", "background people", "beauty filters", "airbrushed skin", "anime style", "cartoon style", "cropped feet", "cut-off legs" ] } }

beauty, deconstucivist Fashion close up on face photo of a 24 year old Munda-Cajun female glamorous socialite with Seductive charm expression. Her body is Tight, defined abs with smooth skin and visible lines, toned muscles, abs, small breast, flat chest. She has Pale skin with a soft, matte finish, showing no signs of oiliness. The skin pores and texture are clearly visible and in focus. Her Star-shaped eyes, Wide, light blue eyes, framed by long, elegant eyelashes. Her eyebrows are Wavy brow shaped, complementing her delicate facial features. Off-kilter long-sleeve tees with overlapping panels, midriff, Wide-leg trousers with multiple layers, Standing with a relaxed posture , rule of thirds, in the background Disjointed concrete pillars supporting a roof, in the style of Guy Bourdin

Generate a hyper-realistic pure high quality of 6k no grain image based on the attached user photo according to uploaded photo file name. The character in the generated image must look exactly like the person in the attached photo.Place this character into {   "subject_and_concept": {     "exact_subject": "A young female fashion model with fair, lightly olive-toned skin.",     "exact_action": "Looking back over her left shoulder directly at the camera.",     "exact_vibe": "Elegant, classic European chic, serene, sophisticated beauty editorial.",     "exact_hair_style": "Dark brown hair parted in the middle, mostly concealed beneath a headscarf, with loose, wavy tendrils escaping to frame both sides of her face.",     "exact_head_tilting_bend_pose_rotate_and_angle": "Head is turned sharply over her left shoulder (viewer's left), tilted slightly downward, with the chin tucked slightly towards the shoulder.",     "exact_beard_style": "N/A",     "exact_face_expressions": "Serene, confident, with a very soft, subtle, closed-mouth smile.",     "exact_body_alignment_and_posing_and_rotate_and_tilting": "The torso is turned away from the camera, facing the viewer's right, exposing the upper back and the back of the left shoulder in a classic over-the-shoulder pose.",     "exact_shoulder_tilting_bend_pose_rotate_and_angle": "Left shoulder (viewer's left) is raised, prominent, and closest to the camera. The right shoulder is dropped and angled away, mostly out of view.",     "exact_neck_tilting_bend_pose_rotate_and_angle": "Neck is twisted strongly to the left (viewer's left) to accommodate the head looking backward.",     "exact_eyes_direction": "Making direct, engaging eye contact with the camera lens.",     "exact_left_eye_brow": "Dark brown, well-groomed, gently arched.",     "exact_right_eye_brow": "Dark brown, well-groomed, gently arched.",     "exact_head_alignment_and_posing_and_rotate_and_tilting": "Turned into a profile/three-quarter view relative to the camera, looking back.",     "exact_left_leg_posing": "N/A",     "exact_right_leg_posing": "N/A",     "exact_left_hand_posing_and_hight": "N/A",     "exact_right_hand_posing_and_hight": "N/A",     "exact_torso_alignment_and_posing_and_rotate_and_tilting": "Upper torso is visible from the back/side, angled away to the viewer's right.",     "exact_seating_posing": "N/A",     "exact_fingers_posing": "N/A",     "exact_stand_posing": "N/A",     "exact_left_mammilla": "N/A",     "exact_right_mammilla": "N/A"   },   "lighting": {     "exact_setup": "Soft, diffused professional studio lighting. The primary key light is positioned to the front-left (viewer's left), beautifully illuminating the face and the side of the shirt.",     "exact_shadows": "Soft, flattering shadows on the right side of the face (viewer's right), neck, and deep, defining shadows within the folds and drapes of the white shirt.",     "exact_intensity": "Medium intensity, perfectly exposing the skin tones while retaining highlight details in the white fabric.",     "exact_catchlights": "Distinct, small square/rectangular softbox catchlights visible in the upper-left quadrant of both pupils.",     "exact_color_temperature": "Neutral to slightly warm, enhancing the natural warmth of the skin and the vivid red of the scarf."   },   "camera_angle_and_lens_type": {     "exact_angle": "Eye-level with the subject's face.",     "exact_camera_positioning_between_the_subject_and_the_camera": "Medium close-up portrait distance.",     "exact_photographer_angel_according_to_the_subject_body": "Positioned behind and slightly to the left of the subject, capturing her back and profile as she looks over her shoulder.",     "exact_lens": "High-quality portrait lens, approximately 85mm.",     "exact_depth_of_field": "Medium-shallow depth of field. The subject's face, earring, and the front part of the scarf are razor-sharp. The back of the white shirt and the draped scarf tails fall into a very subtle, soft blur.",     "exact_zoom_or_scene_crop": "Medium crop capturing the head, neck, shoulders, and upper back.",     "exact_crop_size": "Vertical portrait format (approx. 9:16)."   },   "model_face": {     "exact_eyes_color": "Dark brown.",     "exact_eyes_direction": "Looking directly into the lens.",     "exact_eyes_expression": "Calm, alluring, and quietly confident.",     "exact_makeup_eyes": "Natural, soft glam editorial look. Subtle warm taupe/brown eyeshadow in the crease.",     "exact_upper_lid": "Soft wash of warm brown eyeshadow.",     "exact_lower_lash_line": "Clean, with very subtle smudged shadow.",     "exact_lashes": "Natural length, defined and separated, lightly coated with dark mascara.",     "exact_details": "Flawless, smooth skin with natural, subtle highlights on the tip of the nose and cheekbones.",     "exact_eyebrows": "Dark brown, naturally full but neatly groomed with a soft arch.",     "exact_skin": "Smooth, soft-matte finish with a natural, healthy glow and subtle peach blush."   },   "lips_mouth_and_snarl_expression": {     "exact_lip_color": "Warm terracotta or soft dusty rose with a smooth satin finish.",     "exact_action": "Closed, relaxed lips with the corners very slightly upturned.",     "exact_the_snarl": "N/A",     "exact_teeth": "Not visible."   },   "props_and_styling": {     "exact_prop": "N/A",     "exact_hand_glove": "N/A",     "exact_jewelry": "A pair of gold-tone drop statement earrings on the visible left ear. The earring features a small pearl at the lobe, attached to a delicate golden hoop, with a cluster of small clear crystals/gemstones at the bottom. A very thin, delicate gold chain necklace is partially visible resting on the back of her neck.",     "exact_alignment_of_clothing": "The subject wears a loose-fitting, bright white button-down shirt or blouse with drop shoulders. The fabric has a subtle, vertical crinkled or crepe texture. A luxurious silk square scarf is folded and tied over her head, covering the crown and tied securely at the nape of the neck, with two long tails draping down her back. The scarf features a vibrant red background with intricate white geometric and paisley-like motifs, bordered by a thick white band containing red repeating patterns."   },   "model_body": {     "exact_orientation": "Turned away from the camera, facing the viewer's right.",     "exact_hand_placement": "N/A"   },   "film_stock_or_color_grading": {     "exact_grading": "Clean, classic digital editorial fashion grading.",     "exact_tone": "High contrast between the vivid red scarf, the bright white shirt, and the neutral grey background.",     "exact_saturation": "Rich, true-to-life saturation on the red fabric and lip color; natural, neutral tones for the skin and background."   },   "background_environment": {     "exact_visual": "A clean, solid, seamless light grey studio backdrop.",     "exact_decoration": "N/A",     "exact_furniture": "N/A",     "exact_porbs": "N/A"   },   "exact_aspect_ratio": "9:16 vertical.",   "photo_quality": "Ultra-high resolution, sharp focus, professional fashion/beauty portrait photography.",   "exact_texture": "A strong interplay of textures: the smooth, luminous sheen of the silk scarf; the matte, softly crinkled linen/crepe texture of the white shirt; and the smooth, soft-matte texture of the model's skin." } Ensure the lighting on the character's face matches the scene perfectly. Maintain the same aspect ratio, mood, and cinematic grain as the description.

Half Body Fantasy Fashion photo of a 24 year old Tatar-Māori female adventurous explorer with Hopeful yearning expression. Her body is Smooth, firm skin over the chest and shoulders, toned muscles, abs, small breast, flat chest. She has Cool-toned skin with a soft, matte finish, showing no signs of oiliness. The skin pores and texture are clearly visible and in focus. Her Rounded heart eyes, Bright, emerald green eyes, framed by long, elegant eyelashes. Her haircut is Braided updo that forms the shape of a blooming rose. Her haircolor is Siren's ocean blue. Her eyebrows are Arched and tapered shaped, complementing her delicate facial features. She is dressed with Deep green bandeau made of dragon hide with tiny scales, leather shorts with claw marks that appear and fade, midriff visible. in the background A abandoned chemical weapons facility with nerve agents still seeping through cracked containment, toxic vapors creating rainbow sheens on pooled water the model is lighted with soft natural lighting

{ "subject": { "type": "portrait", "gender": "female", "age": "young adult", "ethnicity": "ambiguous European", "skin_tone": "fair, porcelain-like", "skin_texture": "smooth and flawless, with matte finish", "facial features": { "eyes": { "color": "light grey with aqua tones", "shape": "almond-shaped", "makeup": { "eyeshadow": "gold shimmer with inner-corner highlight", "eyeliner": "black, fine, enhancing lash line", "lashes": "long, voluminous, curled" } }, "eyebrows": { "shape": "full and straight with natural arch", "color": "medium brown" }, "lips": { "shape": "full and symmetrical", "color": "soft peach with a glossy finish" }, "nose": "small and straight", "cheekbones": "high and softly contoured" }, "hair": { "style": "tucked under hat, hidden from view", "color": "light brown or blonde (not visible)" }, "accessories": [ { "type": "earrings", "style": "diamond stud with halo setting", "size": "small to medium" }, { "type": "hat", "style": "wide-brim fashion hat", "color": "bright yellow" } ] }, "clothing": { "type": "high-collared garment", "color": "bright yellow", "style": "minimalist, smooth fabric" }, "pose": { "framing": "tight close-up, face centered", "expression": "neutral with slightly parted lips", "eye_contact": "direct to camera" }, "lighting": { "type": "soft, diffused", "direction": "frontal, even illumination", "effect": "enhances smoothness of skin and brightness of colors" }, "background": { "color": "soft pastel blue", "style": "solid, smooth", "depth_of_field": "shallow (sharp focus on subject)" }, "image_quality": { "style": "ultra-high resolution, fashion editorial", "focus": "sharp on eyes and facial features", "color_grade": "bright and clean" } }

{ "RENDER_PIPELINE": { "optics": "35 mm equivalent smartphone lens (approx. 26 mm actual), f/1.9 aperture, focal plane locked on subject mid-torso at 1.8 m distance, circular bokeh with 7-blade diaphragm emulation visible in background foliage highlights, mild chromatic aberration on high-contrast tree edges, subtle lens flare at 4 o’clock position on right thigh", "film_emulation": "Digital CMOS sensor emulation (Sony IMX sensor equivalent), base ISO 100, zero visible noise, highlight roll-off soft with 2.2 gamma curve, natural daylight LUT with slight teal-orange grading in shadows, 8-bit sRGB output", "atmospherics": "Clear morning air (08:27 timestamp visible top-left), micro-dust particles suspended in volumetric god rays piercing canopy, fog density 0 %, light atmospheric perspective softening distant tree line" }, "LIGHTING_RIG": { "key_light": "Natural sunlight filtered through deciduous canopy, correlated color temperature 5800 K, incident angle 65° from upper camera-right, soft shadow edge transfer (penumbra ~8 cm on asphalt), no hard specular hotspots", "fill_light": "Diffuse sky bounce from open canopy gaps, fill ratio 1:2.5 relative to key, neutral 6500 K, no directional bias", "rim_hair_lights": "Strong rim from rear-right sunlight at 110° azimuth, 6200 K, creating 3 mm wide highlight halo along hair edges and left shoulder contour", "ambient_occlusion": "Deep micro-shadows in skin folds (under buttock crease, inner thigh contact, under bandeau hem), contact occlusion between fingers and face, skirt fabric and gluteal skin" }, "SUBJECT_BIOMETRICS_AND_TOPOLOGY": { "demographics": "Female, visually 19–22 years old, Eastern-European/Slavic phenotype (light Caucasian admixture), ecto-mesomorphic skeletal frame, visual BMI equivalent ~21, long-limbed proportions, pronounced lower-body adiposity with athletic muscle tone", "facial_geometry": "Oval face shape (partially occluded by right hand), high zygomatic prominence (cheekbones projecting 12 mm anteriorly), sharp mandibular angle with defined gonial flare, moderate chin projection (5 mm beyond subnasale vertical), smooth forehead", "nasal_and_ocular_structure": "Nose: straight dorsum with refined supra-tip break, narrow alar base (28 mm width), slightly upturned apex; eyes fully occluded by hand but visible orbital rim suggests almond shape with neutral canthal tilt (~0°), visible lower lash line and tear duct", "aura": "Playful-teasing confidence, deliberate erotic provocation through partial exposure, youthful carefree energy" }, "MICRO_ANATOMY_AND_SHADERS": { "epidermis": "Pore density low (fine on nose bridge, invisible on thighs), uniform light olive-tan tone, zero visible freckles or scars, subtle goosebumps on exposed upper arms from morning air", "dermis_and_vascular": "Subdermal veins faintly visible on inner forearms and dorsal hands (blue-green, 0.3 mm width), no capillary flush except faint pink undertone on cheeks and gluteal skin", "subsurface_scattering": "High SSS on earlobes, nasal tip, and exposed gluteal hemispheres (warm #FFCCAA transmission), moderate on inner thighs where light wraps around fabric edge", "surface_moisture": "Matte skin finish overall, trace sebum sheen on nasal bridge and forehead, single 0.5 mm sweat droplet at left temple hairline, no visible tears", "vellus_hair": "Fine peach-fuzz density on upper arms and outer thighs (0.1 mm length, catching rim light as golden halo)" }, "FACS_AND_MICRO_EXPRESSIONS": { "eyes": "Gaze vector fully occluded by right hand (fingers covering orbits and nasal bridge), inferred forward camera direction, pupil dilation unknown", "brows": "Right brow slightly arched (2 mm superior displacement at lateral tail), micro-tension indicating playful concealment", "mouth": "Lip parting 2 mm at center, upper lip slightly everted, lower lip full and glossy with natural mucosal moisture, teeth not visible, masseter relaxed" }, "HAIR_PHYSICS_AND_GROOMING": { "structure": "Level 6–7 golden-light-brown melanin base, root-to-tip uniform color with subtle sun-bleached highlights, high density (120–140 strands/cm²), individual strand thickness 0.08 mm", "physics": "Gravity-induced cascade over left shoulder and back, gentle S-curve from wind or movement, 18 visible flyaways along crown and right side illuminated by rim light", "styling": "Center-parted, loose natural fall to mid-back length (approx. 65 cm), no visible product stiffness" }, "MAKEUP_AND_BODY_MODS": { "cosmetics": "Natural matte foundation (skin-matched #F5D9C8), soft brown brow pencil, black winged eyeliner on visible lower lash line, nude-pink lip tint, glossy clear topcoat on nails (#FFFFFF with 80 % gloss specular)", "tattoos": "None visible on exposed skin surfaces", "piercings": "None visible" }, "BIOMECHANICS_AND_KINEMATICS": { "spine_pelvis": "Mild lumbar lordosis (approx. 28°), anterior pelvic tilt 12°, creating pronounced gluteal projection", "limbs": "Right shoulder abducted 85°, elbow flexed 110° (hand covering face); left shoulder abducted 35°, elbow flexed 70° (hand on hip); hips rotated 35° camera-left; right knee extended 175°, left knee flexed 165° with weight shifted to left leg; ankles dorsiflexed 10°", "digits": "Right hand: fingers 2–5 extended and slightly spread (covering eyes/nose, 4 mm gaps), thumb tucked under chin, 0.8 kg pressure on face; left hand: fingers 2–5 spread across left gluteal quadrant, thumb on iliac crest, nails pressing 0.3 kg into fabric/skin; all fingernails 12 mm length, square-oval shape" }, "CLOTH_SIMULATION_AND_PHYSICS": { "layer_1_strapless_bandeau_top": { "material": "Matte cotton-elastane jersey, 220 GSM, 4-way stretch, 80 denier opacity", "opacity_map": "100 % opaque on breasts, slight shear at underbust hem revealing 2 mm skin shadow", "tension_physics": "Horizontal stretch lines radiating from side seams under breast weight, 3 mm fabric roll at top edge", "skin_interaction": "Mild skin compression (1 mm indentation) at underbust, no visible nipple protrusion through fabric" }, "layer_2_mini_skirt": { "material": "Lightweight cotton twill, 180 GSM, flared A-line cut with ruffled hem, 60 denier", "opacity_map": "98 % opaque where settled, 0 % where lifted exposing gluteal skin", "tension_physics": "Radial stress wrinkles from left hand grip point, fabric bunching upward 8 cm above natural waist creating exposed lower gluteal crescent", "skin_interaction": "Skirt hem digging 2 mm into upper thigh fat creating soft muffin-top shelf, direct skin-to-fabric contact on right glute with visible fabric lift shadow" }, "layer_3_crew_socks": { "material": "Ribbed cotton, 280 GSM, mid-calf height", "opacity_map": "100 % opaque", "tension_physics": "Slight bunching at ankle fold (3 mm accordion effect)", "skin_interaction": "Mild calf compression creating 1 mm skin bulge above sock cuff" }, "layer_4_chunky_sneakers": { "material": "Synthetic leather upper with rubber sole, 40 mm platform, white laces tied in bow", "opacity_map": "100 % opaque", "tension_physics": "Laces under moderate tension, no creasing on toe box", "skin_interaction": "Sock fabric compressed 2 mm between ankle bone and shoe collar" } }, "SOFT_TISSUE_PHYSICS": { "gravity_impact": "Gluteal hemispheres (right more prominent) hanging 18 mm below natural skirt line due to fabric lift, creating rounded lower pole projection; upper thigh soft tissue slightly dimpled against left leg weight shift", "compression": "Left gluteal flesh compressed 4 mm against left hand palm, mild skin bulging between fingers; right thigh soft tissue flattened 3 mm where skirt hem presses" }, "ENVIRONMENT_AND_PROPS": { "contact_surfaces": "Cracked asphalt pavement (Ra roughness 1.2 mm), dark grey with moss in fissures; subject weight distributed 65 % left foot, 35 % right foot causing 0.5 mm sole compression", "depth_of_field": "Subject sharp from toes to hair tips, background trees blurred starting 4 m behind (bokeh circles 25–40 px diameter on highlights)" } }

Half Body Fantasy Fashion photo of a 24 year old Nahua-Norwegian female fierce martial artist with Lustrous joy expression. Her body is Visible ribcage with smooth skin and defined muscles, toned muscles, abs, small breast, flat chest. She has Pale skin with a soft, matte finish, showing no signs of oiliness. The skin pores and texture are clearly visible and in focus. Her Hexagonal eyes, Intense, dark brown eyes, framed by long, elegant eyelashes. Her haircut is Messy, layered cut with leaf-like highlights in greens and browns. Her haircolor is Whimsical bubblegum pink. Her eyebrows are Short and defined shaped, complementing her delicate facial features. She is dressed with Golden sun priestess bandeau with solar symbol clasp, white pants that glow with inner warmth, midriff visible. in the background A abandoned missile silo converted into a survival bunker, radiation detectors casting amber warnings across concrete walls the model is lighted with soft natural lighting

{ "subject": { "type": "portrait", "gender": "female", "age": "young adult", "ethnicity": "ambiguous European", "skin_tone": "fair, porcelain-like", "skin_texture": "smooth and flawless, with matte finish", "facial features": { "eyes": { "color": "light green grey with aqua tones", "shape": "almond-shaped", "makeup": { "eyeshadow": "gold shimmer with inner-corner highlight", "eyeliner": "black, fine, enhancing lash line", "lashes": "long, voluminous, curled" } }, "eyebrows": { "shape": "full and straight with natural arch", "color": "medium brown" }, "lips": { "shape": "full and symmetrical", "color": "soft peach with a glossy finish" }, "nose": "small and straight", "cheekbones": "high and softly contoured" }, "hair": { "style": "tucked under hat, hidden from view", "color": "light brown or blonde (not visible)" }, "accessories": [ { "type": "earrings", "style": "diamond stud with halo setting", "size": "small to medium" }, { "type": "hat", "style": "wide-brim fashion hat", "color": "bright yellow" } ] }, "clothing": { "type": "high-collared garment", "color": "bright yellow", "style": "minimalist, smooth fabric" }, "pose": { "framing": "tight close-up, face centered", "expression": "neutral with slightly parted lips", "eye_contact": "direct to camera" }, "lighting": { "type": "soft, diffused", "direction": "frontal, even illumination", "effect": "enhances smoothness of skin and brightness of colors" }, "background": { "color": "soft pastel blue", "style": "solid, smooth", "depth_of_field": "shallow (sharp focus on subject)" }, "image_quality": { "style": "ultra-high resolution, fashion editorial", "focus": "sharp on eyes and facial features", "color_grade": "bright and clean" } }

{ "template_name": "MARRLONN2027_V56_TERMINAL_REAL_HUMAN_PERCEPTION_CANON_R50_KLING_SAFE", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V56_FULL_FUSION_FINAL_HUMAN_PERCEPTION_LOCK", "core_mission": "Create a real unretouched human camera photograph with absolute identity preservation, real imperfect biological skin, zero beautification, zero makeup invention, zero AI polish, zero plastic skin, zero CGI look, and maximum downstream stability for Kling 3.0 video generation from 3 to 6 seconds. The subject must not merely match the identity; the subject must feel biologically alive, physically present, and photographically real without changing identity, age, skin truth, body mass, or facial structure.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + RAW_HUMANITY_LOCK + BODY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + CANON_EOS_R50_CAMERA_TRUTH + FINAL_HUMAN_PERCEPTION + KLING_VIDEO_STABILITY", "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_AND_RAW_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "eyes", "eyelids", "eyebrows", "nose", "mouth", "lips", "jaw", "forehead", "cheeks", "chin", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "under-eye structure if present", "facial fatigue only if present", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "hairline", "real facial texture", "natural lived-in human presence" ], "rules": [ "IMAGE1 is law, not inspiration", "transfer skin reality from IMAGE1, do not recreate it", "preserve imperfect human facial truth even if IMAGE3 is cinematic", "humanity perception must be revealed through camera realism, not by changing identity or skin", "do not improve attractiveness", "do not clean the face", "do not replace the subject with a generic realistic human" ], "forbidden": [ "identity drift", "generic human replacement", "face redesign", "face averaging", "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", "actor-face bias", "model-face bias", "handsome optimization", "commercial confidence face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_AND_SCALE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "arms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight" ], "rules": [ "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "body never adapts to an idealized pose or fashion silhouette", "pose must yield before anatomy breaks" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "deformed hands", "wrong body scale", "catalog body correction" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference only if visible", "visible objects", "background", "general lighting direction", "scene mood" ], "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", "cinematic effect is allowed only for environment, framing, depth, and atmosphere" ], "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", "humanity replacement", "body redesign" ] } }, "absolute_priority_order": [ "IMAGE1 exact face identity and raw skin", "IMAGE2 body proportions and scale", "raw imperfect biological skin realism", "final human perception without identity change", "zero beautification and zero smoothing", "Canon EOS R50 real camera behavior", "Kling 3.0 video-safe Frame-0 stability", "IMAGE3 pose scene objects and composition only when compatible", "aesthetic style only if it does not weaken real human truth" ], "conflict_resolution_hierarchy": { "rule": "When any instruction conflicts, obey the higher priority source and reduce or reject the lower priority source.", "order": [ "IMAGE1_FACE_RAW_SKIN_IDENTITY", "IMAGE2_BODY_REALISM", "FINAL_HUMAN_PERCEPTION_WITHOUT_IDENTITY_CHANGE", "ANTI_BEAUTIFICATION_FIREWALL", "RAW_HUMAN_SKIN_TRANSFER", "CANON_EOS_R50_CAMERA_TRUTH", "KLING_VIDEO_SAFE_GEOMETRY", "IMAGE3_DYNAMIC_TARGET", "AESTHETIC_STYLE" ], "if_IMAGE3_conflicts_with_identity": "Preserve IMAGE1 and reduce IMAGE3 influence.", "if_IMAGE3_conflicts_with_body": "Preserve IMAGE2 and reduce IMAGE3 pose, wardrobe, or framing.", "if_lighting_conflicts_with_skin": "Preserve IMAGE1 raw skin tone, pores, wrinkles, redness, beard shadows, under-eye structure, and facial micro-contrast; adapt only environmental light.", "if_humanity_conflicts_with_identity": "Do not replace the person; reveal real humanity only through photographic realism, texture preservation, and camera truth.", "if_style_conflicts_with_realism": "Reject style and preserve real unretouched camera truth." }, "dynamic_IMAGE3_parser": { "enabled": true, "pose": true, "angle": true, "scene": true, "objects": true, "wardrobe": true, "composition": true, "lighting_direction_only": true, "style_transfer_to_face": false, "style_transfer_to_skin": false, "style_transfer_to_identity": false, "style_transfer_to_human_presence": false, "beauty_transfer_to_subject": false, "body_shape_transfer": false }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "NON_NEGOTIABLE" }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "priority": "ABSOLUTE", "must_transfer_not_recreate": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_CANON_EOS_R50_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION_WITHOUT_IDENTITY_CHANGE", "priority": "ABSOLUTE" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "ABSOLUTE" }, "hands_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "STRICT_WHEN_VISIBLE", "priority": "HIGH" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_KLING_STABILITY", "priority": "MEDIUM_HIGH", "must_yield_to_identity_body_and_video_safety": true }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY", "priority": "HIGH" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY", "must_fit_IMAGE2_body": true, "must_not_change_body": true }, "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_skin_glow": true, "no_skin_polish": true } }, "image3_containment_firewall": { "enabled": true, "mandatory": true, "allowed": "scene, pose, angle, wardrobe, visible objects, lighting direction, environmental mood, composition", "blocked": "face identity, skin texture, skin tone, beard pattern, age, facial fatigue, facial imperfections, attractiveness level, makeup, cosmetic finish, body mass, body scale, human presence replacement", "if_conflict": "IMAGE1 and IMAGE2 override IMAGE3 immediately." }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, or commercial confidence face." }, "no_generic_human_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body exactly.", "forbidden": [ "generic realistic man", "different more human face", "actor replacement", "model replacement", "average human replacement", "face realism by identity drift", "new biological identity", "better-looking version of the subject" ] }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception of the final image 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 without invented fatigue", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into real environment", "identity remains IMAGE1 while humanity comes from camera truth" ], "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", "skin looks perfect", "eyes look synthetic", "expression feels frozen", "face looks corrected", "humanity is achieved by changing identity" ] }, "anti_beautification_firewall": { "enabled": true, "authority": "MAXIMUM_OVERRIDE", "core_rule": "Do not improve the man. Do not beautify him. Do not clean his skin. Do not smooth his face. Do not add makeup. Do not add cosmetic shine. Preserve raw imperfect real human skin from IMAGE1 exactly.", "strict_forbidden": [ "beauty retouch", "glamour retouch", "editorial retouch", "commercial polish", "makeup invention", "foundation look", "skin smoothing", "face smoothing", "airbrushed skin", "pore reduction", "wrinkle reduction", "blemish removal", "redness removal", "even skin tone correction", "soft-focus face", "AI face enhancement", "youthful correction", "symmetry correction", "perfect complexion", "plastic skin", "porcelain skin", "wax skin", "glass skin", "glossy skin", "oily cosmetic shine", "beauty gloss", "synthetic highlights", "Instagram filter skin", "fashion retouch skin", "CGI cleanliness", "over-clean face", "over-polished portrait", "beautified eyes", "eye whitening", "glass eyes", "fake catchlights", "synthetic beard cleanup", "perfect beard lines", "actor face", "model face" ], "mandatory_preservation": [ "visible pores", "uneven real skin texture", "natural redness", "tiny blemishes", "under-eye shadows only if present", "nasolabial lines", "forehead texture", "real facial micro-wrinkles", "subtle skin roughness", "natural beard irregularity", "real beard shadow", "asymmetry", "age-accurate texture", "natural matte skin" ], "rejection_rule": "If the face looks cleaner, smoother, younger, shinier, more perfect, more symmetrical, more glamorous, more actor-like, or more AI-enhanced than IMAGE1, reject immediately." }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve spots, pores, wrinkles, redness, unevenness and natural imperfections", "preserve forehead texture", "preserve under-eye structure only if present", "preserve cheek texture", "preserve beard edge irregularity", "preserve age markers", "preserve real skin micro-contrast", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1" ], "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", "scene color contamination on facial skin" ] }, "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 }, "specular": { "skin_finish": "natural_matte_human_skin", "minimal_real_reflectance_only": true, "no_visible_oily_shine": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_glossy_cheeks": 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 }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true } }, "anti_ai_face_system": { "enabled": true, "mandatory": true, "block_perfection": true, "block_symmetry_correction": true, "block_clean_gradients": true, "block_beauty_filter": true, "block_editorial_finish": true, "block_glamour_face_bias": true, "block_handsome_bias": true, "block_AI_corrected_masculinity": true, "block_synthetic_eye_rendering": true, "block_commercial_confidence_face": true, "block_face_reconstruction": true }, "beard_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "preserve_density_pattern": true, "preserve_gray_distribution": true, "preserve_irregular_edges": true, "preserve_mustache_texture": true, "preserve_micro_gaps": true, "preserve_natural_coarseness": true, "forbid_barbershop_perfection": true, "forbid_painted_beard": true, "forbid_uniform_beard_edges": true, "forbid_overclean_beard": true, "forbid_synthetic_hair_strands": true }, "body_integrity_system": { "enabled": true, "source": "IMAGE2", "authority": "MAXIMUM", "rules": [ "preserve real build and proportions", "preserve believable body weight and scale", "preserve natural posture logic", "preserve realistic arm and hand size", "no slimming", "no heroic body enhancement", "no long legs", "no narrow waist invention", "no fake anatomy", "wardrobe must fit the real body instead of reshaping the body" ] }, "hands_system": { "enabled": true, "mandatory": true, "source": "IMAGE2_when_visible", "five_fingers": true, "natural_proportion": true, "real_knuckles": true, "correct_wrist_connection": true, "real_contact_pressure": true, "no_floating": true, "no_fused_fingers": true, "no_extra_fingers": true, "no_mannequin_hands": true, "no_waxy_hands": true, "no_stylized_hands": true }, "pose_resolution": { "priority": "identity_body_and_kling_stability_over_pose", "use_IMAGE3_pose_as_target": true, "reduce_pose_accuracy_if_conflict": true, "never_break_anatomy": true, "never_change_body_to_fit_pose": true, "never_change_face_shape_to_fit_angle": true, "never_create_video_unsafe_pose": true }, "angle_system": { "derived_from_IMAGE3": true, "identity_priority": true, "body_priority": true, "humanity_priority": true, "kling_stability_priority": true, "no_geometry_invention": true, "no_face_shape_redesign": true, "no_skull_change": true, "no_neck_redesign": true }, "wardrobe_body_integrity_system": { "enabled": true, "mandatory": true, "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 shoulder 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" ] }, "object_scene_realism_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_render_gloss": true, "forbid_catalog_perfection": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_scene_cleaner_than_reality": true }, "photographic_realism_system": { "enabled": true, "mandatory": true, "goal": "The image must read as a real physical camera capture, not CGI, not AI composite, not digital painting, not luxury ad render.", "requirements": [ "real optical rendering", "natural microcontrast", "realistic sensor noise only if needed", "natural depth of field", "realistic sharpness falloff", "real edge integration", "real clothing texture", "non-perfect background integration", "natural imperfections of real capture", "real contact shadows", "natural highlight rolloff", "natural shadow falloff" ], "forbidden": [ "CGI look", "AI gloss", "rendered look", "digital skin", "synthetic background blend", "perfect global sharpness", "overprocessed clarity", "HDR glamour look", "stylized cinematic poster finish", "overclean subject rendering", "fake DSLR look", "fake shallow depth of field", "artificial sharpness mask" ] }, "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", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic" ] }, "lighting_system": { "face_rules": { "source_priority": "IMAGE1 skin truth over IMAGE3 light style", "preserve_micro_shadows": true, "preserve_real_skin_texture_under_light": true, "allow_only_minimal_real_skin_reflectance": true, "forbid_flat_beauty_light": true, "forbid_glamour_fill": true, "forbid_face_polish_by_light": true, "forbid_skin_washout": true, "forbid_perfect_even_exposure": true, "forbid_actor_lighting_on_face": true, "forbid_glossy_cheeks": true, "forbid_cosmetic_glow": true }, "scene_rules": { "allow_scene_mood_from_IMAGE3": true, "cinematic_allowed_only_for_scene_and_composition": true, "forbid_cinematic_glamour_on_face": true, "forbid_skin_stylization": true, "forbid_face_beautification_by_environment": true } }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "goal": "Generate a stable master still image suitable for Kling 3.0 video without identity break, AI skin exposure, geometry warp, temporal flicker, beard crawling, hand deformation, or realism collapse.", "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", "no excessive motion burden", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "calm grounded pose", "readable body silhouette" ], "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" ] }, "kling_motion_safety_constraints": { "enabled": true, "mandatory": true, "rules": [ "base image must survive 3 to 6 seconds of subtle motion", "avoid fragile facial artifacts", "avoid unstable reflections on skin, eyes, jewelry, cars, or glossy objects", "avoid ambiguous fingers or overlapping hands", "avoid unclear mouth or teeth structures", "avoid clothing seams likely to crawl or warp", "avoid excessive background complexity near the face" ], "reject_if": [ "face edges are unclear", "beard edges are unstable", "eye highlights look synthetic", "hands are partially ambiguous", "object contact is unclear", "skin texture looks generated", "scene has flicker-prone glossy artifacts" ] }, "edges_and_temporal_stability_system": { "enabled": true, "mandatory": true, "protected_edges": [ "face outline", "ears", "eyelids", "beard boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams" ], "requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact" ] }, "controlled_naturality_system": { "enabled": true, "allowed_only": [ "natural shadow variation", "sensor-level micro noise", "minor optical imperfection", "real fabric micro variation", "real environmental imperfection", "natural capture inconsistency" ], "forbidden_on_face": [ "micro skin shifts", "asymmetry fluctuation", "identity variation", "skin reinterpretation", "beauty correction", "face optimization", "age reduction", "generic human realism replacement" ] }, "negative_execution_language": { "enabled": true, "must_not_generate": [ "a beautiful AI portrait", "a polished commercial portrait", "a glamour actor image", "a luxury catalog render", "a retouched editorial face", "a perfect model face", "plastic skin", "waxy skin", "makeup skin", "smooth skin", "glossy beauty skin", "fake cinematic face", "synthetic eyes", "overclean beard", "mannequin body", "CGI clothing", "AI background blend", "generic realistic replacement human" ], "must_generate": [ "a real imperfect human subject matching IMAGE1 and IMAGE2", "real biological skin", "real pores", "real beard irregularity", "real camera texture", "real human age markers", "real photographic truth", "unretouched Canon EOS R50 capture", "living human presence", "Kling 3.0 stable Frame-0" ] }, "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 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", "identity is similar but not exact", "skin has cosmetic shine", "face has makeup effect" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "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", "no smoothing", "no makeup", "no plastic skin", "no beauty retouch" ] }, "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, model, or catalog presence?", "Does the identity remain IMAGE1 while the humanity comes from camera realism?", "Is the image safe as a master still for Kling 3.0?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, Canon EOS R50 camera truth, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "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", "face_too_clean", "beard_too_perfect", "hands_deformed" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH", "FINAL_HUMAN_PERCEPTION", "KLING_3_VIDEO_SAFE_STABILITY", "CANON_EOS_R50_PHOTO_REALISM", "EYES", "EYELIDS", "BEARD", "NOSE", "MOUTH", "BODY", "HANDS", "WARDROBE", "POSE", "OBJECTS", "SCENE", "CINEMATIC_COMPOSITION_ONLY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, catalog-like, mannequin-like, CGI-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." }

{ "subject": { "type": "portrait", "gender": "female", "age": "young adult", "ethnicity": "ambiguous European", "skin_tone": "fair, porcelain-like", "skin_texture": "smooth and flawless, with matte finish", "facial features": { "eyes": { "color": "light green grey with aqua tones", "shape": "almond-shaped", "makeup": { "eyeshadow": "gold shimmer with inner-corner highlight", "eyeliner": "black, fine, enhancing lash line", "lashes": "long, voluminous, curled" } }, "eyebrows": { "shape": "full and straight with natural arch", "color": "medium brown" }, "lips": { "shape": "full and symmetrical", "color": "soft peach with a glossy finish" }, "nose": "small and straight", "cheekbones": "high and softly contoured" }, "hair": { "style": "tucked under hat, hidden from view", "color": "light brown or blonde (not visible)" }, "accessories": [ { "type": "earrings", "style": "diamond stud with halo setting", "size": "small to medium" }, { "type": "hat", "style": "wide-brim fashion hat", "color": "bright yellow" } ] }, "clothing": { "type": "high-collared garment", "color": "bright yellow", "style": "minimalist, smooth fabric" }, "pose": { "framing": "tight close-up, face centered", "expression": "neutral with slightly parted lips", "eye_contact": "direct to camera" }, "lighting": { "type": "soft, diffused", "direction": "frontal, even illumination", "effect": "enhances smoothness of skin and brightness of colors" }, "background": { "color": "soft pastel blue", "style": "solid, smooth", "depth_of_field": "shallow (sharp focus on subject)" }, "image_quality": { "style": "ultra-high resolution, fashion editorial", "focus": "sharp on eyes and facial features", "color_grade": "bright and clean" } }

documentary photography, Beach High Fashion low angle photo of a 24 year old Sinhalese-Chakma female mysterious gothic beauty with Overwhelmed fear expression. Her body is Firm biceps that create a strong, athletic look, toned muscles, abs, small breast, flat chest. She has Pale skin with a soft, matte finish, showing no signs of oiliness. The skin pores and texture are clearly visible and in focus. Her Large bubble eyes, Mellow, olive green eyes, framed by long, elegant eyelashes. Her haircut is Straight hair. Her haircolor is Plum hair. Her eyebrows are Defined and full shaped, complementing her delicate facial features. She wears Sunset print bandeau with removable padding and optional straps, midriff, Skirted swim bottom with built-in briefs and flared silhouette in deep purple. She poses Leaning slightly to one side, holding a beach hat in one hand, in the background Snorkel gear on the sandy shore. The model is positioned according to the rule of thirds, so that her face and upper body align with one of the key intersections of the rule of thirds. The scene is illuminated LED cubes as seating options, dynamic, dramatic, haute couture, elegant, ornate clothing, Ultra realistic photo in the style of Tommy Kwak

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

instant photo, deconstucivist Fashion close up on face photo of a 24 year old Embera-Persian female effortlessly cool DJ with Feral rage expression. Her body is Slim, toned waist with visible muscle grooves, toned muscles, abs, small breast, flat chest. She has Pale skin with a soft, matte finish, showing no signs of oiliness. The skin pores and texture are clearly visible and in focus. Her Wing-shaped eyes, Light, silvery-grey eyes, framed by long, elegant eyelashes. Her eyebrows are Emotional arch shaped, complementing her delicate facial features. Angular, boxy shirts with mismatched prints, midriff, Distressed denim with patchwork inserts, Standing with one arm holding a bag and the other at the side , rule of thirds, in the background Angular steel and glass skyscraper with jagged edges, in the style of Sophie Muller

{ "template_name": "MARRLONN2027_V56_TERMINAL_REAL_HUMAN_PERCEPTION_CANON_R50_KLING_SAFE", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V56_FULL_FUSION_FINAL_HUMAN_PERCEPTION_LOCK", "core_mission": "Create a real unretouched human camera photograph with absolute identity preservation, real imperfect biological skin, zero beautification, zero makeup invention, zero AI polish, zero plastic skin, zero CGI look, and maximum downstream stability for Kling 3.0 video generation from 3 to 6 seconds. The subject must not merely match the identity; the subject must feel biologically alive, physically present, and photographically real without changing identity, age, skin truth, body mass, or facial structure.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + RAW_HUMANITY_LOCK + BODY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + CANON_EOS_R50_CAMERA_TRUTH + FINAL_HUMAN_PERCEPTION + KLING_VIDEO_STABILITY", "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_AND_RAW_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "eyes", "eyelids", "eyebrows", "nose", "mouth", "lips", "jaw", "forehead", "cheeks", "chin", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "under-eye structure if present", "facial fatigue only if present", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "hairline", "real facial texture", "natural lived-in human presence" ], "rules": [ "IMAGE1 is law, not inspiration", "transfer skin reality from IMAGE1, do not recreate it", "preserve imperfect human facial truth even if IMAGE3 is cinematic", "humanity perception must be revealed through camera realism, not by changing identity or skin", "do not improve attractiveness", "do not clean the face", "do not replace the subject with a generic realistic human" ], "forbidden": [ "identity drift", "generic human replacement", "face redesign", "face averaging", "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", "actor-face bias", "model-face bias", "handsome optimization", "commercial confidence face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_AND_SCALE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "arms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight" ], "rules": [ "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "body never adapts to an idealized pose or fashion silhouette", "pose must yield before anatomy breaks" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "deformed hands", "wrong body scale", "catalog body correction" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference only if visible", "visible objects", "background", "general lighting direction", "scene mood" ], "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", "cinematic effect is allowed only for environment, framing, depth, and atmosphere" ], "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", "humanity replacement", "body redesign" ] } }, "absolute_priority_order": [ "IMAGE1 exact face identity and raw skin", "IMAGE2 body proportions and scale", "raw imperfect biological skin realism", "final human perception without identity change", "zero beautification and zero smoothing", "Canon EOS R50 real camera behavior", "Kling 3.0 video-safe Frame-0 stability", "IMAGE3 pose scene objects and composition only when compatible", "aesthetic style only if it does not weaken real human truth" ], "conflict_resolution_hierarchy": { "rule": "When any instruction conflicts, obey the higher priority source and reduce or reject the lower priority source.", "order": [ "IMAGE1_FACE_RAW_SKIN_IDENTITY", "IMAGE2_BODY_REALISM", "FINAL_HUMAN_PERCEPTION_WITHOUT_IDENTITY_CHANGE", "ANTI_BEAUTIFICATION_FIREWALL", "RAW_HUMAN_SKIN_TRANSFER", "CANON_EOS_R50_CAMERA_TRUTH", "KLING_VIDEO_SAFE_GEOMETRY", "IMAGE3_DYNAMIC_TARGET", "AESTHETIC_STYLE" ], "if_IMAGE3_conflicts_with_identity": "Preserve IMAGE1 and reduce IMAGE3 influence.", "if_IMAGE3_conflicts_with_body": "Preserve IMAGE2 and reduce IMAGE3 pose, wardrobe, or framing.", "if_lighting_conflicts_with_skin": "Preserve IMAGE1 raw skin tone, pores, wrinkles, redness, beard shadows, under-eye structure, and facial micro-contrast; adapt only environmental light.", "if_humanity_conflicts_with_identity": "Do not replace the person; reveal real humanity only through photographic realism, texture preservation, and camera truth.", "if_style_conflicts_with_realism": "Reject style and preserve real unretouched camera truth." }, "dynamic_IMAGE3_parser": { "enabled": true, "pose": true, "angle": true, "scene": true, "objects": true, "wardrobe": true, "composition": true, "lighting_direction_only": true, "style_transfer_to_face": false, "style_transfer_to_skin": false, "style_transfer_to_identity": false, "style_transfer_to_human_presence": false, "beauty_transfer_to_subject": false, "body_shape_transfer": false }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "NON_NEGOTIABLE" }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "priority": "ABSOLUTE", "must_transfer_not_recreate": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_CANON_EOS_R50_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION_WITHOUT_IDENTITY_CHANGE", "priority": "ABSOLUTE" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "ABSOLUTE" }, "hands_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "STRICT_WHEN_VISIBLE", "priority": "HIGH" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_KLING_STABILITY", "priority": "MEDIUM_HIGH", "must_yield_to_identity_body_and_video_safety": true }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY", "priority": "HIGH" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY", "must_fit_IMAGE2_body": true, "must_not_change_body": true }, "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_skin_glow": true, "no_skin_polish": true } }, "image3_containment_firewall": { "enabled": true, "mandatory": true, "allowed": "scene, pose, angle, wardrobe, visible objects, lighting direction, environmental mood, composition", "blocked": "face identity, skin texture, skin tone, beard pattern, age, facial fatigue, facial imperfections, attractiveness level, makeup, cosmetic finish, body mass, body scale, human presence replacement", "if_conflict": "IMAGE1 and IMAGE2 override IMAGE3 immediately." }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, or commercial confidence face." }, "no_generic_human_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body exactly.", "forbidden": [ "generic realistic man", "different more human face", "actor replacement", "model replacement", "average human replacement", "face realism by identity drift", "new biological identity", "better-looking version of the subject" ] }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception of the final image 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 without invented fatigue", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into real environment", "identity remains IMAGE1 while humanity comes from camera truth" ], "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", "skin looks perfect", "eyes look synthetic", "expression feels frozen", "face looks corrected", "humanity is achieved by changing identity" ] }, "anti_beautification_firewall": { "enabled": true, "authority": "MAXIMUM_OVERRIDE", "core_rule": "Do not improve the man. Do not beautify him. Do not clean his skin. Do not smooth his face. Do not add makeup. Do not add cosmetic shine. Preserve raw imperfect real human skin from IMAGE1 exactly.", "strict_forbidden": [ "beauty retouch", "glamour retouch", "editorial retouch", "commercial polish", "makeup invention", "foundation look", "skin smoothing", "face smoothing", "airbrushed skin", "pore reduction", "wrinkle reduction", "blemish removal", "redness removal", "even skin tone correction", "soft-focus face", "AI face enhancement", "youthful correction", "symmetry correction", "perfect complexion", "plastic skin", "porcelain skin", "wax skin", "glass skin", "glossy skin", "oily cosmetic shine", "beauty gloss", "synthetic highlights", "Instagram filter skin", "fashion retouch skin", "CGI cleanliness", "over-clean face", "over-polished portrait", "beautified eyes", "eye whitening", "glass eyes", "fake catchlights", "synthetic beard cleanup", "perfect beard lines", "actor face", "model face" ], "mandatory_preservation": [ "visible pores", "uneven real skin texture", "natural redness", "tiny blemishes", "under-eye shadows only if present", "nasolabial lines", "forehead texture", "real facial micro-wrinkles", "subtle skin roughness", "natural beard irregularity", "real beard shadow", "asymmetry", "age-accurate texture", "natural matte skin" ], "rejection_rule": "If the face looks cleaner, smoother, younger, shinier, more perfect, more symmetrical, more glamorous, more actor-like, or more AI-enhanced than IMAGE1, reject immediately." }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve spots, pores, wrinkles, redness, unevenness and natural imperfections", "preserve forehead texture", "preserve under-eye structure only if present", "preserve cheek texture", "preserve beard edge irregularity", "preserve age markers", "preserve real skin micro-contrast", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1" ], "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", "scene color contamination on facial skin" ] }, "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 }, "specular": { "skin_finish": "natural_matte_human_skin", "minimal_real_reflectance_only": true, "no_visible_oily_shine": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_glossy_cheeks": 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 }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true } }, "anti_ai_face_system": { "enabled": true, "mandatory": true, "block_perfection": true, "block_symmetry_correction": true, "block_clean_gradients": true, "block_beauty_filter": true, "block_editorial_finish": true, "block_glamour_face_bias": true, "block_handsome_bias": true, "block_AI_corrected_masculinity": true, "block_synthetic_eye_rendering": true, "block_commercial_confidence_face": true, "block_face_reconstruction": true }, "beard_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "preserve_density_pattern": true, "preserve_gray_distribution": true, "preserve_irregular_edges": true, "preserve_mustache_texture": true, "preserve_micro_gaps": true, "preserve_natural_coarseness": true, "forbid_barbershop_perfection": true, "forbid_painted_beard": true, "forbid_uniform_beard_edges": true, "forbid_overclean_beard": true, "forbid_synthetic_hair_strands": true }, "body_integrity_system": { "enabled": true, "source": "IMAGE2", "authority": "MAXIMUM", "rules": [ "preserve real build and proportions", "preserve believable body weight and scale", "preserve natural posture logic", "preserve realistic arm and hand size", "no slimming", "no heroic body enhancement", "no long legs", "no narrow waist invention", "no fake anatomy", "wardrobe must fit the real body instead of reshaping the body" ] }, "hands_system": { "enabled": true, "mandatory": true, "source": "IMAGE2_when_visible", "five_fingers": true, "natural_proportion": true, "real_knuckles": true, "correct_wrist_connection": true, "real_contact_pressure": true, "no_floating": true, "no_fused_fingers": true, "no_extra_fingers": true, "no_mannequin_hands": true, "no_waxy_hands": true, "no_stylized_hands": true }, "pose_resolution": { "priority": "identity_body_and_kling_stability_over_pose", "use_IMAGE3_pose_as_target": true, "reduce_pose_accuracy_if_conflict": true, "never_break_anatomy": true, "never_change_body_to_fit_pose": true, "never_change_face_shape_to_fit_angle": true, "never_create_video_unsafe_pose": true }, "angle_system": { "derived_from_IMAGE3": true, "identity_priority": true, "body_priority": true, "humanity_priority": true, "kling_stability_priority": true, "no_geometry_invention": true, "no_face_shape_redesign": true, "no_skull_change": true, "no_neck_redesign": true }, "wardrobe_body_integrity_system": { "enabled": true, "mandatory": true, "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 shoulder 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" ] }, "object_scene_realism_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_render_gloss": true, "forbid_catalog_perfection": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_scene_cleaner_than_reality": true }, "photographic_realism_system": { "enabled": true, "mandatory": true, "goal": "The image must read as a real physical camera capture, not CGI, not AI composite, not digital painting, not luxury ad render.", "requirements": [ "real optical rendering", "natural microcontrast", "realistic sensor noise only if needed", "natural depth of field", "realistic sharpness falloff", "real edge integration", "real clothing texture", "non-perfect background integration", "natural imperfections of real capture", "real contact shadows", "natural highlight rolloff", "natural shadow falloff" ], "forbidden": [ "CGI look", "AI gloss", "rendered look", "digital skin", "synthetic background blend", "perfect global sharpness", "overprocessed clarity", "HDR glamour look", "stylized cinematic poster finish", "overclean subject rendering", "fake DSLR look", "fake shallow depth of field", "artificial sharpness mask" ] }, "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", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic" ] }, "lighting_system": { "face_rules": { "source_priority": "IMAGE1 skin truth over IMAGE3 light style", "preserve_micro_shadows": true, "preserve_real_skin_texture_under_light": true, "allow_only_minimal_real_skin_reflectance": true, "forbid_flat_beauty_light": true, "forbid_glamour_fill": true, "forbid_face_polish_by_light": true, "forbid_skin_washout": true, "forbid_perfect_even_exposure": true, "forbid_actor_lighting_on_face": true, "forbid_glossy_cheeks": true, "forbid_cosmetic_glow": true }, "scene_rules": { "allow_scene_mood_from_IMAGE3": true, "cinematic_allowed_only_for_scene_and_composition": true, "forbid_cinematic_glamour_on_face": true, "forbid_skin_stylization": true, "forbid_face_beautification_by_environment": true } }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "goal": "Generate a stable master still image suitable for Kling 3.0 video without identity break, AI skin exposure, geometry warp, temporal flicker, beard crawling, hand deformation, or realism collapse.", "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", "no excessive motion burden", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "calm grounded pose", "readable body silhouette" ], "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" ] }, "kling_motion_safety_constraints": { "enabled": true, "mandatory": true, "rules": [ "base image must survive 3 to 6 seconds of subtle motion", "avoid fragile facial artifacts", "avoid unstable reflections on skin, eyes, jewelry, cars, or glossy objects", "avoid ambiguous fingers or overlapping hands", "avoid unclear mouth or teeth structures", "avoid clothing seams likely to crawl or warp", "avoid excessive background complexity near the face" ], "reject_if": [ "face edges are unclear", "beard edges are unstable", "eye highlights look synthetic", "hands are partially ambiguous", "object contact is unclear", "skin texture looks generated", "scene has flicker-prone glossy artifacts" ] }, "edges_and_temporal_stability_system": { "enabled": true, "mandatory": true, "protected_edges": [ "face outline", "ears", "eyelids", "beard boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams" ], "requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact" ] }, "controlled_naturality_system": { "enabled": true, "allowed_only": [ "natural shadow variation", "sensor-level micro noise", "minor optical imperfection", "real fabric micro variation", "real environmental imperfection", "natural capture inconsistency" ], "forbidden_on_face": [ "micro skin shifts", "asymmetry fluctuation", "identity variation", "skin reinterpretation", "beauty correction", "face optimization", "age reduction", "generic human realism replacement" ] }, "negative_execution_language": { "enabled": true, "must_not_generate": [ "a beautiful AI portrait", "a polished commercial portrait", "a glamour actor image", "a luxury catalog render", "a retouched editorial face", "a perfect model face", "plastic skin", "waxy skin", "makeup skin", "smooth skin", "glossy beauty skin", "fake cinematic face", "synthetic eyes", "overclean beard", "mannequin body", "CGI clothing", "AI background blend", "generic realistic replacement human" ], "must_generate": [ "a real imperfect human subject matching IMAGE1 and IMAGE2", "real biological skin", "real pores", "real beard irregularity", "real camera texture", "real human age markers", "real photographic truth", "unretouched Canon EOS R50 capture", "living human presence", "Kling 3.0 stable Frame-0" ] }, "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 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", "identity is similar but not exact", "skin has cosmetic shine", "face has makeup effect" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "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", "no smoothing", "no makeup", "no plastic skin", "no beauty retouch" ] }, "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, model, or catalog presence?", "Does the identity remain IMAGE1 while the humanity comes from camera realism?", "Is the image safe as a master still for Kling 3.0?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, Canon EOS R50 camera truth, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "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", "face_too_clean", "beard_too_perfect", "hands_deformed" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH", "FINAL_HUMAN_PERCEPTION", "KLING_3_VIDEO_SAFE_STABILITY", "CANON_EOS_R50_PHOTO_REALISM", "EYES", "EYELIDS", "BEARD", "NOSE", "MOUTH", "BODY", "HANDS", "WARDROBE", "POSE", "OBJECTS", "SCENE", "CINEMATIC_COMPOSITION_ONLY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, catalog-like, mannequin-like, CGI-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." }

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

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

{ "template_name": "MARRLONN2027_V56_TERMINAL_REAL_HUMAN_PERCEPTION_CANON_R50_KLING_SAFE", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V56_FULL_FUSION_FINAL_HUMAN_PERCEPTION_LOCK", "core_mission": "Create a real unretouched human camera photograph with absolute identity preservation, real imperfect biological skin, zero beautification, zero makeup invention, zero AI polish, zero plastic skin, zero CGI look, and maximum downstream stability for Kling 3.0 video generation from 3 to 6 seconds. The subject must not merely match the identity; the subject must feel biologically alive, physically present, and photographically real without changing identity, age, skin truth, body mass, or facial structure.", "absolute_governance_principle": "FACE_IDENTITY_LOCK + RAW_HUMANITY_LOCK + BODY_LOCK + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + CANON_EOS_R50_CAMERA_TRUTH + FINAL_HUMAN_PERCEPTION + KLING_VIDEO_STABILITY", "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_AND_RAW_SKIN_IDENTITY_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "eyes", "eyelids", "eyebrows", "nose", "mouth", "lips", "jaw", "forehead", "cheeks", "chin", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "under-eye structure if present", "facial fatigue only if present", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "hairline", "real facial texture", "natural lived-in human presence" ], "rules": [ "IMAGE1 is law, not inspiration", "transfer skin reality from IMAGE1, do not recreate it", "preserve imperfect human facial truth even if IMAGE3 is cinematic", "humanity perception must be revealed through camera realism, not by changing identity or skin", "do not improve attractiveness", "do not clean the face", "do not replace the subject with a generic realistic human" ], "forbidden": [ "identity drift", "generic human replacement", "face redesign", "face averaging", "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", "actor-face bias", "model-face bias", "handsome optimization", "commercial confidence face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_AND_SCALE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "arms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight" ], "rules": [ "body controls pose adaptation", "wardrobe must adapt to IMAGE2 body", "body never adapts to an idealized pose or fashion silhouette", "pose must yield before anatomy breaks" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "deformed hands", "wrong body scale", "catalog body correction" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference only if visible", "visible objects", "background", "general lighting direction", "scene mood" ], "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", "cinematic effect is allowed only for environment, framing, depth, and atmosphere" ], "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", "humanity replacement", "body redesign" ] } }, "absolute_priority_order": [ "IMAGE1 exact face identity and raw skin", "IMAGE2 body proportions and scale", "raw imperfect biological skin realism", "final human perception without identity change", "zero beautification and zero smoothing", "Canon EOS R50 real camera behavior", "Kling 3.0 video-safe Frame-0 stability", "IMAGE3 pose scene objects and composition only when compatible", "aesthetic style only if it does not weaken real human truth" ], "conflict_resolution_hierarchy": { "rule": "When any instruction conflicts, obey the higher priority source and reduce or reject the lower priority source.", "order": [ "IMAGE1_FACE_RAW_SKIN_IDENTITY", "IMAGE2_BODY_REALISM", "FINAL_HUMAN_PERCEPTION_WITHOUT_IDENTITY_CHANGE", "ANTI_BEAUTIFICATION_FIREWALL", "RAW_HUMAN_SKIN_TRANSFER", "CANON_EOS_R50_CAMERA_TRUTH", "KLING_VIDEO_SAFE_GEOMETRY", "IMAGE3_DYNAMIC_TARGET", "AESTHETIC_STYLE" ], "if_IMAGE3_conflicts_with_identity": "Preserve IMAGE1 and reduce IMAGE3 influence.", "if_IMAGE3_conflicts_with_body": "Preserve IMAGE2 and reduce IMAGE3 pose, wardrobe, or framing.", "if_lighting_conflicts_with_skin": "Preserve IMAGE1 raw skin tone, pores, wrinkles, redness, beard shadows, under-eye structure, and facial micro-contrast; adapt only environmental light.", "if_humanity_conflicts_with_identity": "Do not replace the person; reveal real humanity only through photographic realism, texture preservation, and camera truth.", "if_style_conflicts_with_realism": "Reject style and preserve real unretouched camera truth." }, "dynamic_IMAGE3_parser": { "enabled": true, "pose": true, "angle": true, "scene": true, "objects": true, "wardrobe": true, "composition": true, "lighting_direction_only": true, "style_transfer_to_face": false, "style_transfer_to_skin": false, "style_transfer_to_identity": false, "style_transfer_to_human_presence": false, "beauty_transfer_to_subject": false, "body_shape_transfer": false }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "NON_NEGOTIABLE" }, "skin_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "TRANSFER_NOT_RECREATE", "priority": "ABSOLUTE", "must_transfer_not_recreate": true }, "beard_domain": { "source": "IMAGE1", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "ABSOLUTE" }, "humanity_domain": { "source": "IMAGE1_PLUS_CANON_EOS_R50_CAMERA_PHYSICS", "influence_level": 1.0, "control_mode": "FINAL_HUMAN_PERCEPTION_WITHOUT_IDENTITY_CHANGE", "priority": "ABSOLUTE" }, "body_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "ABSOLUTE", "priority": "ABSOLUTE" }, "hands_domain": { "source": "IMAGE2", "influence_level": 1.0, "control_mode": "STRICT_WHEN_VISIBLE", "priority": "HIGH" }, "pose_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "YIELD_TO_IDENTITY_BODY_AND_KLING_STABILITY", "priority": "MEDIUM_HIGH", "must_yield_to_identity_body_and_video_safety": true }, "scene_domain": { "source": "IMAGE3", "influence_level": 1.0, "control_mode": "VISIBLE_SCENE_ONLY", "priority": "HIGH" }, "wardrobe_domain": { "source": "IMAGE3", "influence_level": "CONTROLLED", "control_mode": "FIT_TO_IMAGE2_BODY", "must_fit_IMAGE2_body": true, "must_not_change_body": true }, "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_skin_glow": true, "no_skin_polish": true } }, "image3_containment_firewall": { "enabled": true, "mandatory": true, "allowed": "scene, pose, angle, wardrobe, visible objects, lighting direction, environmental mood, composition", "blocked": "face identity, skin texture, skin tone, beard pattern, age, facial fatigue, facial imperfections, attractiveness level, makeup, cosmetic finish, body mass, body scale, human presence replacement", "if_conflict": "IMAGE1 and IMAGE2 override IMAGE3 immediately." }, "cinematic_containment_system": { "enabled": true, "mandatory": true, "cinematic_allowed_only_for": [ "composition", "camera framing", "background atmosphere", "environment mood", "scene depth" ], "cinematic_forbidden_for": [ "face", "skin", "eyes", "beard", "expression", "identity", "human presence", "attractiveness", "body stylization" ], "rule": "Cinematic must never mean glamour, beauty retouch, actor face, plastic skin, luxury ad rendering, synthetic hero portrait, or commercial confidence face." }, "no_generic_human_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human. Improve only photographic realism and human perception while preserving IMAGE1 identity and IMAGE2 body exactly.", "forbidden": [ "generic realistic man", "different more human face", "actor replacement", "model replacement", "average human replacement", "face realism by identity drift", "new biological identity", "better-looking version of the subject" ] }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception of the final image 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 without invented fatigue", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into real environment", "identity remains IMAGE1 while humanity comes from camera truth" ], "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", "skin looks perfect", "eyes look synthetic", "expression feels frozen", "face looks corrected", "humanity is achieved by changing identity" ] }, "anti_beautification_firewall": { "enabled": true, "authority": "MAXIMUM_OVERRIDE", "core_rule": "Do not improve the man. Do not beautify him. Do not clean his skin. Do not smooth his face. Do not add makeup. Do not add cosmetic shine. Preserve raw imperfect real human skin from IMAGE1 exactly.", "strict_forbidden": [ "beauty retouch", "glamour retouch", "editorial retouch", "commercial polish", "makeup invention", "foundation look", "skin smoothing", "face smoothing", "airbrushed skin", "pore reduction", "wrinkle reduction", "blemish removal", "redness removal", "even skin tone correction", "soft-focus face", "AI face enhancement", "youthful correction", "symmetry correction", "perfect complexion", "plastic skin", "porcelain skin", "wax skin", "glass skin", "glossy skin", "oily cosmetic shine", "beauty gloss", "synthetic highlights", "Instagram filter skin", "fashion retouch skin", "CGI cleanliness", "over-clean face", "over-polished portrait", "beautified eyes", "eye whitening", "glass eyes", "fake catchlights", "synthetic beard cleanup", "perfect beard lines", "actor face", "model face" ], "mandatory_preservation": [ "visible pores", "uneven real skin texture", "natural redness", "tiny blemishes", "under-eye shadows only if present", "nasolabial lines", "forehead texture", "real facial micro-wrinkles", "subtle skin roughness", "natural beard irregularity", "real beard shadow", "asymmetry", "age-accurate texture", "natural matte skin" ], "rejection_rule": "If the face looks cleaner, smoother, younger, shinier, more perfect, more symmetrical, more glamorous, more actor-like, or more AI-enhanced than IMAGE1, reject immediately." }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve spots, pores, wrinkles, redness, unevenness and natural imperfections", "preserve forehead texture", "preserve under-eye structure only if present", "preserve cheek texture", "preserve beard edge irregularity", "preserve age markers", "preserve real skin micro-contrast", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1" ], "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", "scene color contamination on facial skin" ] }, "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 }, "specular": { "skin_finish": "natural_matte_human_skin", "minimal_real_reflectance_only": true, "no_visible_oily_shine": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_glossy_cheeks": 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 }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true } }, "anti_ai_face_system": { "enabled": true, "mandatory": true, "block_perfection": true, "block_symmetry_correction": true, "block_clean_gradients": true, "block_beauty_filter": true, "block_editorial_finish": true, "block_glamour_face_bias": true, "block_handsome_bias": true, "block_AI_corrected_masculinity": true, "block_synthetic_eye_rendering": true, "block_commercial_confidence_face": true, "block_face_reconstruction": true }, "beard_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "preserve_density_pattern": true, "preserve_gray_distribution": true, "preserve_irregular_edges": true, "preserve_mustache_texture": true, "preserve_micro_gaps": true, "preserve_natural_coarseness": true, "forbid_barbershop_perfection": true, "forbid_painted_beard": true, "forbid_uniform_beard_edges": true, "forbid_overclean_beard": true, "forbid_synthetic_hair_strands": true }, "body_integrity_system": { "enabled": true, "source": "IMAGE2", "authority": "MAXIMUM", "rules": [ "preserve real build and proportions", "preserve believable body weight and scale", "preserve natural posture logic", "preserve realistic arm and hand size", "no slimming", "no heroic body enhancement", "no long legs", "no narrow waist invention", "no fake anatomy", "wardrobe must fit the real body instead of reshaping the body" ] }, "hands_system": { "enabled": true, "mandatory": true, "source": "IMAGE2_when_visible", "five_fingers": true, "natural_proportion": true, "real_knuckles": true, "correct_wrist_connection": true, "real_contact_pressure": true, "no_floating": true, "no_fused_fingers": true, "no_extra_fingers": true, "no_mannequin_hands": true, "no_waxy_hands": true, "no_stylized_hands": true }, "pose_resolution": { "priority": "identity_body_and_kling_stability_over_pose", "use_IMAGE3_pose_as_target": true, "reduce_pose_accuracy_if_conflict": true, "never_break_anatomy": true, "never_change_body_to_fit_pose": true, "never_change_face_shape_to_fit_angle": true, "never_create_video_unsafe_pose": true }, "angle_system": { "derived_from_IMAGE3": true, "identity_priority": true, "body_priority": true, "humanity_priority": true, "kling_stability_priority": true, "no_geometry_invention": true, "no_face_shape_redesign": true, "no_skull_change": true, "no_neck_redesign": true }, "wardrobe_body_integrity_system": { "enabled": true, "mandatory": true, "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 shoulder 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" ] }, "object_scene_realism_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_render_gloss": true, "forbid_catalog_perfection": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_scene_cleaner_than_reality": true }, "photographic_realism_system": { "enabled": true, "mandatory": true, "goal": "The image must read as a real physical camera capture, not CGI, not AI composite, not digital painting, not luxury ad render.", "requirements": [ "real optical rendering", "natural microcontrast", "realistic sensor noise only if needed", "natural depth of field", "realistic sharpness falloff", "real edge integration", "real clothing texture", "non-perfect background integration", "natural imperfections of real capture", "real contact shadows", "natural highlight rolloff", "natural shadow falloff" ], "forbidden": [ "CGI look", "AI gloss", "rendered look", "digital skin", "synthetic background blend", "perfect global sharpness", "overprocessed clarity", "HDR glamour look", "stylized cinematic poster finish", "overclean subject rendering", "fake DSLR look", "fake shallow depth of field", "artificial sharpness mask" ] }, "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", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic" ] }, "lighting_system": { "face_rules": { "source_priority": "IMAGE1 skin truth over IMAGE3 light style", "preserve_micro_shadows": true, "preserve_real_skin_texture_under_light": true, "allow_only_minimal_real_skin_reflectance": true, "forbid_flat_beauty_light": true, "forbid_glamour_fill": true, "forbid_face_polish_by_light": true, "forbid_skin_washout": true, "forbid_perfect_even_exposure": true, "forbid_actor_lighting_on_face": true, "forbid_glossy_cheeks": true, "forbid_cosmetic_glow": true }, "scene_rules": { "allow_scene_mood_from_IMAGE3": true, "cinematic_allowed_only_for_scene_and_composition": true, "forbid_cinematic_glamour_on_face": true, "forbid_skin_stylization": true, "forbid_face_beautification_by_environment": true } }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "goal": "Generate a stable master still image suitable for Kling 3.0 video without identity break, AI skin exposure, geometry warp, temporal flicker, beard crawling, hand deformation, or realism collapse.", "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", "no excessive motion burden", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "calm grounded pose", "readable body silhouette" ], "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" ] }, "kling_motion_safety_constraints": { "enabled": true, "mandatory": true, "rules": [ "base image must survive 3 to 6 seconds of subtle motion", "avoid fragile facial artifacts", "avoid unstable reflections on skin, eyes, jewelry, cars, or glossy objects", "avoid ambiguous fingers or overlapping hands", "avoid unclear mouth or teeth structures", "avoid clothing seams likely to crawl or warp", "avoid excessive background complexity near the face" ], "reject_if": [ "face edges are unclear", "beard edges are unstable", "eye highlights look synthetic", "hands are partially ambiguous", "object contact is unclear", "skin texture looks generated", "scene has flicker-prone glossy artifacts" ] }, "edges_and_temporal_stability_system": { "enabled": true, "mandatory": true, "protected_edges": [ "face outline", "ears", "eyelids", "beard boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams" ], "requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact" ] }, "controlled_naturality_system": { "enabled": true, "allowed_only": [ "natural shadow variation", "sensor-level micro noise", "minor optical imperfection", "real fabric micro variation", "real environmental imperfection", "natural capture inconsistency" ], "forbidden_on_face": [ "micro skin shifts", "asymmetry fluctuation", "identity variation", "skin reinterpretation", "beauty correction", "face optimization", "age reduction", "generic human realism replacement" ] }, "negative_execution_language": { "enabled": true, "must_not_generate": [ "a beautiful AI portrait", "a polished commercial portrait", "a glamour actor image", "a luxury catalog render", "a retouched editorial face", "a perfect model face", "plastic skin", "waxy skin", "makeup skin", "smooth skin", "glossy beauty skin", "fake cinematic face", "synthetic eyes", "overclean beard", "mannequin body", "CGI clothing", "AI background blend", "generic realistic replacement human" ], "must_generate": [ "a real imperfect human subject matching IMAGE1 and IMAGE2", "real biological skin", "real pores", "real beard irregularity", "real camera texture", "real human age markers", "real photographic truth", "unretouched Canon EOS R50 capture", "living human presence", "Kling 3.0 stable Frame-0" ] }, "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 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", "identity is similar but not exact", "skin has cosmetic shine", "face has makeup effect" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "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", "no smoothing", "no makeup", "no plastic skin", "no beauty retouch" ] }, "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, model, or catalog presence?", "Does the identity remain IMAGE1 while the humanity comes from camera realism?", "Is the image safe as a master still for Kling 3.0?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, Canon EOS R50 camera truth, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "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", "face_too_clean", "beard_too_perfect", "hands_deformed" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH", "FINAL_HUMAN_PERCEPTION", "KLING_3_VIDEO_SAFE_STABILITY", "CANON_EOS_R50_PHOTO_REALISM", "EYES", "EYELIDS", "BEARD", "NOSE", "MOUTH", "BODY", "HANDS", "WARDROBE", "POSE", "OBJECTS", "SCENE", "CINEMATIC_COMPOSITION_ONLY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, catalog-like, mannequin-like, CGI-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." }

{ "template_name": "MARRLONN2027_V57_TERMINAL_REAL_HUMAN_FRAME0_CANON_R50_KLING_SAFE", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_PROFESSIONAL_TEMPLATE", "version": "V57_10_10_ATTEMPT_FINAL_HUMAN_PERCEPTION_LOCK", "core_mission": "Create a real unretouched human camera photograph with absolute preservation of the real person from IMAGE1 and IMAGE2, raw imperfect biological skin, zero beautification, zero makeup invention, zero AI polish, zero plastic skin, zero CGI look, and maximum downstream stability for Kling 3.0 video generation from 3 to 6 seconds. The final result must not merely resemble the subject; it must feel like the same real living human physically present in front of a real Canon EOS R50 camera.", "absolute_governance_principle": "IDENTITY_TRUTH + RAW_HUMANITY + BODY_TRUTH + ZERO_INVENTION + ZERO_RETOUCHING + ZERO_BEAUTIFICATION + CANON_EOS_R50_CAMERA_TRUTH + KLING_3_FRAME0_STABILITY", "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_IDENTITY_AND_RAW_SKIN_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "facial identity", "eyes", "eyelids", "eyebrows", "nose", "mouth", "lips", "jaw", "forehead", "cheeks", "chin", "neck transition", "skin tone", "skin pores", "wrinkles", "spots", "blemishes", "under-eye structure if present", "fatigue only if naturally present", "age markers", "natural asymmetry", "beard density", "beard shape", "gray beard distribution", "hairline", "real facial texture", "natural lived-in human presence" ], "rules": [ "IMAGE1 is law, not inspiration", "preserve the exact real face from IMAGE1", "transfer skin reality from IMAGE1; do not recreate, improve, beautify, clean, polish, or normalize it", "human realism must come from camera truth, not from changing the face", "do not replace the subject with a more attractive or more generic realistic person" ], "forbidden": [ "identity drift", "generic human replacement", "face redesign", "face averaging", "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", "actor-face bias", "model-face bias", "handsome optimization", "commercial confidence face" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY_ANATOMY_AND_SCALE_MASTER", "authority": "MAXIMUM_NON_NEGOTIABLE", "locked_domains": [ "body mass", "body proportions", "shoulders", "torso", "arms", "hands", "wrists", "legs", "stance", "scale", "natural body weight", "clothing fit on body", "real anatomical weight" ], "rules": [ "IMAGE2 controls body truth", "wardrobe must adapt to IMAGE2 body", "pose must yield before anatomy breaks", "do not slim, enlarge, idealize, or redesign the body" ], "forbidden": [ "slimming", "muscle invention", "hero body transformation", "fashion-body stylization", "incorrect anatomy", "long arms", "deformed hands", "wrong body scale", "catalog body correction" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET_REFERENCE", "authority": "VISIBLE_ELEMENTS_ONLY_SUBORDINATED", "allowed_domains": [ "pose direction", "camera angle", "scene", "composition", "wardrobe reference only if visible", "visible objects", "background", "general lighting direction", "scene mood" ], "rules": [ "IMAGE3 provides scene, pose, angle, wardrobe, objects, and environment only", "IMAGE3 cannot alter face identity, facial skin, beard pattern, body mass, age, or human presence", "cinematic effect is allowed only for environment, framing, depth, and atmosphere", "if IMAGE3 conflicts with IMAGE1 or IMAGE2, reduce IMAGE3" ], "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", "humanity replacement", "body redesign" ] } }, "absolute_priority_order": [ "IMAGE1 exact face identity and raw skin", "IMAGE2 body proportions and scale", "raw imperfect biological skin realism", "final human perception without identity change", "zero beautification and zero smoothing", "Canon EOS R50 real camera behavior", "Kling 3.0 video-safe Frame-0 stability", "IMAGE3 pose scene objects and composition only when compatible", "aesthetic style only if it does not weaken real human truth" ], "conflict_resolution_hierarchy": { "rule": "When any instruction conflicts, obey the higher priority source and reduce or reject the lower priority source.", "order": [ "IMAGE1_FACE_RAW_SKIN_IDENTITY", "IMAGE2_BODY_REALISM", "FINAL_HUMAN_PERCEPTION_WITHOUT_IDENTITY_CHANGE", "ANTI_BEAUTIFICATION_FIREWALL", "RAW_HUMAN_SKIN_TRANSFER", "CANON_EOS_R50_CAMERA_TRUTH", "KLING_3_FRAME0_STABILITY", "IMAGE3_DYNAMIC_TARGET", "AESTHETIC_STYLE" ], "if_IMAGE3_conflicts_with_identity": "Preserve IMAGE1 and reduce IMAGE3 influence.", "if_IMAGE3_conflicts_with_body": "Preserve IMAGE2 and reduce IMAGE3 pose, wardrobe, or framing.", "if_lighting_conflicts_with_skin": "Preserve IMAGE1 raw skin tone, pores, wrinkles, redness, beard shadows, under-eye structure, and facial micro-contrast; adapt only environmental light.", "if_humanity_conflicts_with_identity": "Do not replace the person; reveal humanity only through photographic realism, texture preservation, and camera truth.", "if_style_conflicts_with_realism": "Reject style and preserve real unretouched camera truth." }, "dynamic_IMAGE3_parser": { "enabled": true, "pose": true, "angle": true, "scene": true, "objects": true, "wardrobe": true, "composition": true, "lighting_direction_only": true, "style_transfer_to_face": false, "style_transfer_to_skin": false, "style_transfer_to_identity": false, "style_transfer_to_human_presence": false, "beauty_transfer_to_subject": false, "body_shape_transfer": false }, "image3_containment_firewall": { "enabled": true, "mandatory": true, "allowed": "scene, pose, angle, wardrobe, visible objects, lighting direction, environmental mood, composition", "blocked": "face identity, skin texture, skin tone, beard pattern, age, facial imperfections, attractiveness level, makeup, cosmetic finish, body mass, body scale, human presence replacement", "if_conflict": "IMAGE1 and IMAGE2 override IMAGE3 immediately." }, "no_generic_human_replacement_lock": { "enabled": true, "mandatory": true, "rule": "Do not replace the subject with a more realistic generic human. Improve only photographic credibility while preserving IMAGE1 identity and IMAGE2 body exactly.", "forbidden": [ "generic realistic man", "different more human face", "actor replacement", "model replacement", "average human replacement", "face realism by identity drift", "new biological identity", "better-looking version of the subject" ] }, "final_human_perception_lock": { "enabled": true, "mandatory": true, "priority": "ABSOLUTE_FINAL_GATE", "goal": "The first perception of the final image 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 without invented fatigue", "real facial gravity", "organic facial tension", "natural imperfect skin behavior", "ordinary real-world human texture", "non-generated-person feeling", "real subject integrated into real environment", "identity remains IMAGE1 while humanity comes from camera truth" ], "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", "skin looks perfect", "eyes look synthetic", "expression feels frozen", "face looks corrected", "humanity is achieved by changing identity" ] }, "anti_beautification_firewall": { "enabled": true, "authority": "MAXIMUM_OVERRIDE", "core_rule": "Do not improve the man. Do not beautify him. Do not clean his skin. Do not smooth his face. Do not add makeup. Do not add cosmetic shine. Preserve raw imperfect real human skin from IMAGE1 exactly.", "strict_forbidden": [ "beauty retouch", "glamour retouch", "editorial retouch", "commercial polish", "makeup invention", "foundation look", "skin smoothing", "face smoothing", "airbrushed skin", "pore reduction", "wrinkle reduction", "blemish removal", "redness removal", "even skin tone correction", "soft-focus face", "AI face enhancement", "youthful correction", "symmetry correction", "perfect complexion", "plastic skin", "porcelain skin", "wax skin", "glass skin", "glossy skin", "oily cosmetic shine", "beauty gloss", "synthetic highlights", "Instagram filter skin", "fashion retouch skin", "CGI cleanliness", "over-clean face", "over-polished portrait", "beautified eyes", "eye whitening", "glass eyes", "fake catchlights", "synthetic beard cleanup", "perfect beard lines", "actor face", "model face" ], "mandatory_preservation": [ "visible pores", "uneven real skin texture", "natural redness", "tiny blemishes", "under-eye shadows only if present", "nasolabial lines", "forehead texture", "real facial micro-wrinkles", "subtle skin roughness", "natural beard irregularity", "real beard shadow", "asymmetry", "age-accurate texture", "natural matte skin" ], "rejection_rule": "If the face looks cleaner, smoother, younger, shinier, more perfect, more symmetrical, more glamorous, more actor-like, or more AI-enhanced than IMAGE1, reject immediately." }, "real_skin_transfer_lock": { "enabled": true, "mandatory": true, "source": "IMAGE1", "rules": [ "preserve real skin texture from IMAGE1", "preserve spots, pores, wrinkles, redness, unevenness and natural imperfections", "preserve forehead texture", "preserve under-eye structure only if present", "preserve cheek texture", "preserve beard edge irregularity", "preserve age markers", "preserve real skin micro-contrast", "do not make skin more attractive than IMAGE1", "do not make skin cleaner than IMAGE1" ], "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", "scene color contamination on facial skin" ] }, "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 }, "specular": { "skin_finish": "natural_matte_human_skin", "minimal_real_reflectance_only": true, "no_visible_oily_shine": true, "no_plastic_shine": true, "no_cosmetic_glow": true, "no_beauty_gloss": true, "no_wet_render_skin": true, "no_glossy_cheeks": 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 }, "subsurface": { "realistic_low": true, "no_glow": true, "no_wax": true, "no_porcelain_effect": true } }, "anti_ai_face_system": { "enabled": true, "mandatory": true, "block_perfection": true, "block_symmetry_correction": true, "block_clean_gradients": true, "block_beauty_filter": true, "block_editorial_finish": true, "block_glamour_face_bias": true, "block_handsome_bias": true, "block_AI_corrected_masculinity": true, "block_synthetic_eye_rendering": true, "block_commercial_confidence_face": true, "block_face_reconstruction": true }, "beard_realism_system": { "enabled": true, "mandatory": true, "source": "IMAGE1", "preserve_density_pattern": true, "preserve_gray_distribution": true, "preserve_irregular_edges": true, "preserve_mustache_texture": true, "preserve_micro_gaps": true, "preserve_natural_coarseness": true, "forbid_barbershop_perfection": true, "forbid_painted_beard": true, "forbid_uniform_beard_edges": true, "forbid_overclean_beard": true, "forbid_synthetic_hair_strands": true }, "body_integrity_system": { "enabled": true, "source": "IMAGE2", "authority": "MAXIMUM", "rules": [ "preserve real build and proportions", "preserve believable body weight and scale", "preserve natural posture logic", "preserve realistic arm and hand size", "no slimming", "no heroic body enhancement", "no long legs", "no narrow waist invention", "no fake anatomy", "wardrobe must fit the real body instead of reshaping the body" ] }, "hands_system": { "enabled": true, "mandatory": true, "source": "IMAGE2_when_visible", "five_fingers": true, "natural_proportion": true, "real_knuckles": true, "correct_wrist_connection": true, "real_contact_pressure": true, "no_floating": true, "no_fused_fingers": true, "no_extra_fingers": true, "no_mannequin_hands": true, "no_waxy_hands": true, "no_stylized_hands": true }, "pose_resolution": { "priority": "identity_body_and_kling_stability_over_pose", "use_IMAGE3_pose_as_target": true, "reduce_pose_accuracy_if_conflict": true, "never_break_anatomy": true, "never_change_body_to_fit_pose": true, "never_change_face_shape_to_fit_angle": true, "never_create_video_unsafe_pose": true }, "angle_system": { "derived_from_IMAGE3": true, "identity_priority": true, "body_priority": true, "humanity_priority": true, "kling_stability_priority": true, "no_geometry_invention": true, "no_face_shape_redesign": true, "no_skull_change": true, "no_neck_redesign": true }, "wardrobe_body_integrity_system": { "enabled": true, "mandatory": true, "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 shoulder 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" ] }, "object_scene_realism_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_render_gloss": true, "forbid_catalog_perfection": true, "forbid_scene_expansion": true, "forbid_duplicate_objects": true, "forbid_luxury_ad_finish": true, "forbid_polished_showroom_look": true, "forbid_impossible_reflections": true, "forbid_scene_cleaner_than_reality": true }, "photographic_realism_system": { "enabled": true, "mandatory": true, "goal": "The image must read as a real physical camera capture, not CGI, not AI composite, not digital painting, not luxury ad render.", "requirements": [ "real optical rendering", "natural microcontrast", "realistic sensor noise only if needed", "natural depth of field", "realistic sharpness falloff", "real edge integration", "real clothing texture", "non-perfect background integration", "natural imperfections of real capture", "real contact shadows", "natural highlight rolloff", "natural shadow falloff" ], "forbidden": [ "CGI look", "AI gloss", "rendered look", "digital skin", "synthetic background blend", "perfect global sharpness", "overprocessed clarity", "HDR glamour look", "stylized cinematic poster finish", "overclean subject rendering", "fake DSLR look", "fake shallow depth of field", "artificial sharpness mask" ] }, "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 color without beauty grading", "dynamic_range_behavior": "realistic highlight rolloff and shadow detail", "forbidden": [ "medium format luxury look", "beauty-retouched finish", "studio glamour skin finish", "overprocessed HDR", "computational beauty face", "phone HDR skin smoothing", "fake camera aesthetic" ] }, "lighting_system": { "face_rules": { "source_priority": "IMAGE1 skin truth over IMAGE3 light style", "preserve_micro_shadows": true, "preserve_real_skin_texture_under_light": true, "allow_only_minimal_real_skin_reflectance": true, "forbid_flat_beauty_light": true, "forbid_glamour_fill": true, "forbid_face_polish_by_light": true, "forbid_skin_washout": true, "forbid_perfect_even_exposure": true, "forbid_actor_lighting_on_face": true, "forbid_glossy_cheeks": true, "forbid_cosmetic_glow": true }, "scene_rules": { "allow_scene_mood_from_IMAGE3": true, "cinematic_allowed_only_for_scene_and_composition": true, "forbid_cinematic_glamour_on_face": true, "forbid_skin_stylization": true, "forbid_face_beautification_by_environment": true } }, "kling_3_video_readiness": { "enabled": true, "mandatory": true, "target_duration_seconds": "3_to_6", "goal": "Generate a stable master still image suitable for Kling 3.0 video without identity break, AI skin exposure, geometry warp, temporal flicker, beard crawling, hand deformation, or realism collapse.", "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", "no excessive motion burden", "stable ears and neck contour", "stable beard edges", "stable collar and shirt boundaries", "calm grounded pose", "readable body silhouette" ], "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" ] }, "kling_motion_safety_constraints": { "enabled": true, "mandatory": true, "rules": [ "base image must survive 3 to 6 seconds of subtle motion", "avoid fragile facial artifacts", "avoid unstable reflections on skin, eyes, jewelry, cars, or glossy objects", "avoid ambiguous fingers or overlapping hands", "avoid unclear mouth or teeth structures", "avoid clothing seams likely to crawl or warp", "avoid excessive background complexity near the face" ], "reject_if": [ "face edges are unclear", "beard edges are unstable", "eye highlights look synthetic", "hands are partially ambiguous", "object contact is unclear", "skin texture looks generated", "scene has flicker-prone glossy artifacts" ] }, "edges_and_temporal_stability_system": { "enabled": true, "mandatory": true, "protected_edges": [ "face outline", "ears", "eyelids", "beard boundary", "neck", "collar", "hands", "fingers", "wrists", "object contact points", "wardrobe seams" ], "requirements": [ "clean but natural edges", "no melted transitions", "no over-sharp AI cutout", "no haloing", "no unstable hair or beard clumps", "no floating contact" ] }, "controlled_naturality_system": { "enabled": true, "allowed_only": [ "natural shadow variation", "sensor-level micro noise", "minor optical imperfection", "real fabric micro variation", "real environmental imperfection", "natural capture inconsistency" ], "forbidden_on_face": [ "micro skin shifts", "asymmetry fluctuation", "identity variation", "skin reinterpretation", "beauty correction", "face optimization", "age reduction", "generic human realism replacement" ] }, "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 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", "identity is similar but not exact", "skin has cosmetic shine", "face has makeup effect" ], "accept_only_if": [ "identity matches IMAGE1", "body matches IMAGE2", "IMAGE3 scene is followed without contaminating face", "skin feels imperfect and human", "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", "no smoothing", "no makeup", "no plastic skin", "no beauty retouch" ] }, "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, model, or catalog presence?", "Does the identity remain IMAGE1 while the humanity comes from camera realism?", "Is the image safe as a master still for Kling 3.0?" ], "failure_response": "Reject immediately and regenerate with stronger raw humanity, skin truth, Canon EOS R50 camera truth, and Kling stability constraints." }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "generic_human_replacement", "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", "face_too_clean", "beard_too_perfect", "hands_deformed" ] }, "render_priority": [ "FACE_IDENTITY_AND_RAW_HUMANITY_TOGETHER", "REAL_SKIN_TRUTH", "FINAL_HUMAN_PERCEPTION", "KLING_3_VIDEO_SAFE_STABILITY", "CANON_EOS_R50_PHOTO_REALISM", "EYES", "EYELIDS", "BEARD", "NOSE", "MOUTH", "BODY", "HANDS", "WARDROBE", "POSE", "OBJECTS", "SCENE", "CINEMATIC_COMPOSITION_ONLY" ], "final_rule": "Reject immediately if the result looks beautified, polished, synthetic, glamorous, too perfect, too clean, too smooth, actor-like, catalog-like, mannequin-like, CGI-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." }

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

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

Generate a hyper-realistic pure high quality of 6k no grain image based on the attached user photo according to uploaded photo file name. The character in the generated image must look exactly like the person in the attached photo.Place this character into {   "subject_and_concept": {     "exact_subject": "A young female fashion model with fair, lightly olive-toned skin.",     "exact_action": "Looking back over her left shoulder directly at the camera.",     "exact_vibe": "Elegant, classic European chic, serene, sophisticated beauty editorial.",     "exact_hair_style": "Dark brown hair parted in the middle, mostly concealed beneath a headscarf, with loose, wavy tendrils escaping to frame both sides of her face.",     "exact_head_tilting_bend_pose_rotate_and_angle": "Head is turned sharply over her left shoulder (viewer's left), tilted slightly downward, with the chin tucked slightly towards the shoulder.",     "exact_beard_style": "N/A",     "exact_face_expressions": "Serene, confident, with a very soft, subtle, closed-mouth smile.",     "exact_body_alignment_and_posing_and_rotate_and_tilting": "The torso is turned away from the camera, facing the viewer's right, exposing the upper back and the back of the left shoulder in a classic over-the-shoulder pose.",     "exact_shoulder_tilting_bend_pose_rotate_and_angle": "Left shoulder (viewer's left) is raised, prominent, and closest to the camera. The right shoulder is dropped and angled away, mostly out of view.",     "exact_neck_tilting_bend_pose_rotate_and_angle": "Neck is twisted strongly to the left (viewer's left) to accommodate the head looking backward.",     "exact_eyes_direction": "Making direct, engaging eye contact with the camera lens.",     "exact_left_eye_brow": "Dark brown, well-groomed, gently arched.",     "exact_right_eye_brow": "Dark brown, well-groomed, gently arched.",     "exact_head_alignment_and_posing_and_rotate_and_tilting": "Turned into a profile/three-quarter view relative to the camera, looking back.",     "exact_left_leg_posing": "N/A",     "exact_right_leg_posing": "N/A",     "exact_left_hand_posing_and_hight": "N/A",     "exact_right_hand_posing_and_hight": "N/A",     "exact_torso_alignment_and_posing_and_rotate_and_tilting": "Upper torso is visible from the back/side, angled away to the viewer's right.",     "exact_seating_posing": "N/A",     "exact_fingers_posing": "N/A",     "exact_stand_posing": "N/A",     "exact_left_mammilla": "N/A",     "exact_right_mammilla": "N/A"   },   "lighting": {     "exact_setup": "Soft, diffused professional studio lighting. The primary key light is positioned to the front-left (viewer's left), beautifully illuminating the face and the side of the shirt.",     "exact_shadows": "Soft, flattering shadows on the right side of the face (viewer's right), neck, and deep, defining shadows within the folds and drapes of the white shirt.",     "exact_intensity": "Medium intensity, perfectly exposing the skin tones while retaining highlight details in the white fabric.",     "exact_catchlights": "Distinct, small square/rectangular softbox catchlights visible in the upper-left quadrant of both pupils.",     "exact_color_temperature": "Neutral to slightly warm, enhancing the natural warmth of the skin and the vivid red of the scarf."   },   "camera_angle_and_lens_type": {     "exact_angle": "Eye-level with the subject's face.",     "exact_camera_positioning_between_the_subject_and_the_camera": "Medium close-up portrait distance.",     "exact_photographer_angel_according_to_the_subject_body": "Positioned behind and slightly to the left of the subject, capturing her back and profile as she looks over her shoulder.",     "exact_lens": "High-quality portrait lens, approximately 85mm.",     "exact_depth_of_field": "Medium-shallow depth of field. The subject's face, earring, and the front part of the scarf are razor-sharp. The back of the white shirt and the draped scarf tails fall into a very subtle, soft blur.",     "exact_zoom_or_scene_crop": "Medium crop capturing the head, neck, shoulders, and upper back.",     "exact_crop_size": "Vertical portrait format (approx. 9:16)."   },   "model_face": {     "exact_eyes_color": "Dark brown.",     "exact_eyes_direction": "Looking directly into the lens.",     "exact_eyes_expression": "Calm, alluring, and quietly confident.",     "exact_makeup_eyes": "Natural, soft glam editorial look. Subtle warm taupe/brown eyeshadow in the crease.",     "exact_upper_lid": "Soft wash of warm brown eyeshadow.",     "exact_lower_lash_line": "Clean, with very subtle smudged shadow.",     "exact_lashes": "Natural length, defined and separated, lightly coated with dark mascara.",     "exact_details": "Flawless, smooth skin with natural, subtle highlights on the tip of the nose and cheekbones.",     "exact_eyebrows": "Dark brown, naturally full but neatly groomed with a soft arch.",     "exact_skin": "Smooth, soft-matte finish with a natural, healthy glow and subtle peach blush."   },   "lips_mouth_and_snarl_expression": {     "exact_lip_color": "Warm terracotta or soft dusty rose with a smooth satin finish.",     "exact_action": "Closed, relaxed lips with the corners very slightly upturned.",     "exact_the_snarl": "N/A",     "exact_teeth": "Not visible."   },   "props_and_styling": {     "exact_prop": "N/A",     "exact_hand_glove": "N/A",     "exact_jewelry": "A pair of gold-tone drop statement earrings on the visible left ear. The earring features a small pearl at the lobe, attached to a delicate golden hoop, with a cluster of small clear crystals/gemstones at the bottom. A very thin, delicate gold chain necklace is partially visible resting on the back of her neck.",     "exact_alignment_of_clothing": "The subject wears a loose-fitting, bright white button-down shirt or blouse with drop shoulders. The fabric has a subtle, vertical crinkled or crepe texture. A luxurious silk square scarf is folded and tied over her head, covering the crown and tied securely at the nape of the neck, with two long tails draping down her back. The scarf features a vibrant red background with intricate white geometric and paisley-like motifs, bordered by a thick white band containing red repeating patterns."   },   "model_body": {     "exact_orientation": "Turned away from the camera, facing the viewer's right.",     "exact_hand_placement": "N/A"   },   "film_stock_or_color_grading": {     "exact_grading": "Clean, classic digital editorial fashion grading.",     "exact_tone": "High contrast between the vivid red scarf, the bright white shirt, and the neutral grey background.",     "exact_saturation": "Rich, true-to-life saturation on the red fabric and lip color; natural, neutral tones for the skin and background."   },   "background_environment": {     "exact_visual": "A clean, solid, seamless light grey studio backdrop.",     "exact_decoration": "N/A",     "exact_furniture": "N/A",     "exact_porbs": "N/A"   },   "exact_aspect_ratio": "9:16 vertical.",   "photo_quality": "Ultra-high resolution, sharp focus, professional fashion/beauty portrait photography.",   "exact_texture": "A strong interplay of textures: the smooth, luminous sheen of the silk scarf; the matte, softly crinkled linen/crepe texture of the white shirt; and the smooth, soft-matte texture of the model's skin." } Ensure the lighting on the character's face matches the scene perfectly. Maintain the same aspect ratio, mood, and cinematic grain as the description.