Ultra-Strict Professional Enhancement Prompt
Forensic-grade image enhancement pipeline
Upgrade the input image to maximum achievable photorealistic quality while enforcing absolute identity preservation.
Hard constraints (non-negotiable):
– facial anatomy and bone structure must remain unchanged
– expression dynamics and muscle tension must match the source
– head angle, gaze direction, and body alignment must remain identical
– body proportions and spatial orientation must not shift
– original clothing, fabric behavior, folds, and tension must be preserved
– accessories, background, camera angle, framing, and perspective must remain intact
Enhancement scope:
Quality restoration and clarity improvement only.
No redesign, no optimization, no aesthetic correction, no reinterpretation.
Micro-detail recovery (physically accurate):
– true skin texture with natural pore distribution
– realistic subsurface skin response (no plastic or waxy effect)
– authentic hair strand separation without volume inflation
– sharp, undistorted eyes with preserved sclera and iris scale
– clean edge refinement without geometry alteration
Lighting & tone:
Preserve original lighting direction, intensity, and color temperature.
No cinematic stylization, no artificial contrast, no dramatic grading.
Output requirements:
Ultra-high fidelity, source-faithful result.
Photorealistic textures only.
No stylistic drift.
Validation rule:
If identity, pose, expression, or spatial alignment deviates in any way from the source image, the result is invalid.
Negative Prompt
identity change, facial refinement, beautification, symmetry correction, pose adjustment, head tilt correction, eye enlargement, artistic interpretation, cinematic lighting, CGI look, AI retouching, plastic skin, fake sharpness, anatomy alteration
Forensic-grade image enhancement pipeline
Upgrade the input image to maximum achievable photorealistic quality while enforcing absolute identity preservation.
Hard constraints (non-negotiable):
– facial anatomy and bone structure must remain unchanged
– expression dynamics and muscle tension must match the source
– head angle, gaze direction, and body alignment must remain identical
– body proportions and spatial orientation must not shift
– original clothing, fabric behavior, folds, and tension must be preserved
– accessories, background, camera angle, framing, and perspective must remain intact
Enhancement scope:
Quality restoration and clarity improvement only.
No redesign, no optimization, no aesthetic correction, no reinterpretation.
Micro-detail recovery (physically accurate):
– true skin texture with natural pore distribution
– realistic subsurface skin response (no plastic or waxy effect)
– authentic hair strand separation without volume inflation
– sharp, undistorted eyes with preserved sclera and iris scale
– clean edge refinement without geometry alteration
Lighting & tone:
Preserve original lighting direction, intensity, and color temperature.
No cinematic stylization, no artificial contrast, no dramatic grading.
Output requirements:
Ultra-high fidelity, source-faithful result.
Photorealistic textures only.
No stylistic drift.
Validation rule:
If identity, pose, expression, or spatial alignment deviates in any way from the source image, the result is invalid.
Negative Prompt
identity change, facial refinement, beautification, symmetry correction, pose adjustment, head tilt correction, eye enlargement, artistic interpretation, cinematic lighting, CGI look, AI retouching, plastic skin, fake sharpness, anatomy alteration
🔒 Ultra-Strict Professional Enhancement Prompt
Forensic-grade image enhancement pipeline
Upgrade the input image to maximum achievable photorealistic quality while enforcing absolute identity preservation.
Hard constraints (non-negotiable):
– facial anatomy and bone structure must remain unchanged
– expression dynamics and muscle tension must match the source
– head angle, gaze direction, and body alignment must remain identical
– body proportions and spatial orientation must not shift
– original clothing, fabric behavior, folds, and tension must be preserved
– accessories, background, camera angle, framing, and perspective must remain intact
Enhancement scope:
Quality restoration and clarity improvement only.
No redesign, no optimization, no aesthetic correction, no reinterpretation.
Micro-detail recovery (physically accurate):
– true skin texture with natural pore distribution
– realistic subsurface skin response (no plastic or waxy effect)
– authentic hair strand separation without volume inflation
– sharp, undistorted eyes with preserved sclera and iris scale
– clean edge refinement without geometry alteration
Lighting & tone:
Preserve original lighting direction, intensity, and color temperature.
No cinematic stylization, no artificial contrast, no dramatic grading.
Output requirements:
Ultra-high fidelity, source-faithful result.
Photorealistic textures only.
No stylistic drift.
Validation rule:
If identity, pose, expression, or spatial alignment deviates in any way from the source image, the result is invalid.
❌ Negative Prompt
identity change, facial refinement, beautification, symmetry correction, pose adjustment, head tilt correction, eye enlargement, artistic interpretation, cinematic lighting, CGI look, AI retouching, plastic skin, fake sharpness, anatomy alteration
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