Spatial layout Prompts

high resolution, 8k, inflatable pavillion architecture concept, modern, futuristic, open field land, large scale complex architecture design, dynamic design, zaha hadid inspiration, modern architecture, spatial layout in sections, open air layout

high resolution, 8k, inflatable pavillion architecture concept, modern, futuristic, open field land, large scale complex architecture design, dynamic design, zaha hadid inspiration, modern architecture, spatial layout in sections, open air layout, upside down triangle shape

isometric village floor plan

isometric floor plan

"A transformative renovation of the hallway shown in image_0.png, applying the clean, vibrant aesthetic of image_1.png. Structural Constraints (KEEP LAYOUT): The perspective, wall structure, and spatial layout of the hallway must remain exactly as they are in image_0.png. Do not widen the walls or change the path. Architectural Changes: The immediate foreground doorway frame is changed into a clean, smooth, modern curved archway. A finished, clean white ceiling is now installed above with bright, cool white recessed lighting that evenly illuminates the entire space. Flooring & Decor: The old floor is replaced with seamless, high-gloss epoxy flooring that reflects the light and wall colors. All existing posters are removed. Mural & Text: The walls are covered in fresh, clean, energetic abstract geometric murals using the vibrant color palette and style seen in image_1.png. On a prominent section of the wall, the quote 'small steps everyday.' is painted in a clean, modern, legible font. The entire scene feels tidy, professional, and highly energized." Negative Prompt: "cluttered, messy, dark lighting, warm lighting, yellow lights, grunge, dirty walls, graffiti tags, altered room shape, wider hallway, missing ceiling, old posters remaining."

high resolution, 8k, inflatable pavillion architecture concept, modern, futuristic, open field land, large scale complex architecture design, dynamic design, zaha hadid inspiration, modern architecture, spatial layout in 3 small sections

space station map thinking about space colonies and space transportation

architectural floor plan of apartment building, symmetrical layout

SPACE MAP

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video

Ultra-realistic cinematic image or short video sequence (3–6 seconds). Reference A and B represent the SAME real human identity. Reference C is the target scene and must be reconstructed with maximum achievable fidelity. This system enforces: identity preservation + angle alignment + pose cloning + scene cloning + lighting control + physical realism + video stability ================================================== CORE PRIORITY SYSTEM (HARD ORDER — NO CONFLICT) ================================================== IDENTITY > FACE GEOMETRY > SKIN > HAIR > POSE > OBJECTS > LIGHT > SCENE Lower systems MUST adapt to higher systems. ================================================== IDENTITY LOCK — ABSOLUTE (NON-NEGOTIABLE) ================================================== The face, hair, beard and identity from A+B MUST remain EXACT. Includes: - facial geometry - proportions and feature distances - asymmetry (eyes, nose, mouth, jaw) - skin texture, pores, imperfections - beard density, irregularity and edge - hairline, hairstyle and volume MANDATORY: - preserve imperfections - preserve asymmetry FORBIDDEN: - beautification - smoothing - symmetry correction - enhancement - reshaping Face must look like real photography, not AI. ================================================== ANGLE + CAMERA ALIGNMENT (PRE-INTEGRATION FIX) ================================================== Before cloning scene C, align identity: - match head tilt (horizontal) - match vertical angle (up/down) - match face rotation - match gaze direction CAMERA: - match distance from subject - match perspective compression - maintain natural focal range (35–85mm equivalent) FORBIDDEN: - stretching face - resizing head - perspective mismatch ================================================== POSE CLONING (MAXIMUM WITHOUT DEFORMATION) ================================================== Replicate pose from C: - body position - joint angles - posture - balance CRITICAL: If pose conflicts with identity: → PRESERVE FACE AND ADAPT BODY SLIGHTLY NO facial distortion allowed. ================================================== GESTURE + PHYSICAL INTENT ================================================== - replicate body tension - replicate gesture intensity - replicate physical intention WITHOUT modifying identity. ================================================== OBJECTS + ACCESSORIES (FULL CLONE) ================================================== - identical objects / weapon - identical placement and orientation - correct physical scale - identical clothing - identical gear and straps - identical accessory layout ================================================== SCENE + BACKGROUND (FULL CLONE) ================================================== - identical environment - identical spatial layout - identical depth and perspective - identical framing ================================================== LIGHTING STRUCTURE (CONTROLLED CLONING) ================================================== - match direction of light - match shadow structure - match global contrast FACE PROTECTION: - preserve original skin tone from A+B - preserve undertone and natural variation - avoid color contamination - avoid cinematic tint on face Face must remain neutral, natural, human. ================================================== OPTICAL CONSISTENCY (ANTI-DEFORMATION CORE) ================================================== - maintain correct head-to-body ratio - maintain natural scale - maintain spatial coherence FORBIDDEN: - wide-angle distortion - head scaling errors - perspective inconsistencies ================================================== HANDS + CONTACT PHYSICS ================================================== MANDATORY: - correct grip - natural finger wrapping - visible pressure - realistic interaction FORBIDDEN: - floating objects - broken anatomy ================================================== DERMAL REALISM (HUMAN PRESENCE) ================================================== - visible pores - uneven texture - natural tonal variation - realistic beard transition FORBIDDEN: - plastic skin - smoothing - artificial sharpness ================================================== ENVIRONMENT INTEGRATION ================================================== - subject must feel physically present - correct scale and depth integration ALLOWED: - subtle dust/sweat on body RESTRICTED: - minimal effect on face - no alteration of facial tone ================================================== GLOBAL NO-DEFORMATION RULE ================================================== - do not stretch face - do not change proportions - do not distort head relative to body If conflict appears: → ALWAYS PRESERVE IDENTITY FIRST ================================================== VIDEO STABILITY (KLING 3.0 READY) ================================================== MANDATORY: - stable identity across frames - stable skin tone - stable dermal detail - stable pose FORBIDDEN: - flicker - morphing - identity drift - lighting instability on face ================================================== FINAL OUTPUT REQUIREMENT ================================================== Same real human from A+B fully integrated into scene C. Identity preserved 100% (face, hair, beard locked) Angle aligned before scene integration Pose replicated with maximum accuracy without deformation Objects, accessories and environment matched Lighting structure matched without damaging facial skin Result must be: - human - natural - physically believable - visually coherent - stable for Kling 3.0 video