Text-to-Image with Reference - Billiards Bar Scene

{
"meta_data": {
"task_type": "high-fidelity photo-realistic rendering with strict identity preservation",
"version": "v1.1",
"priority": "critical"
},
"technical_constraints": {
"identity_preservation": {
"enabled": "absolute",
"strictness": "100%",
"reference_mode": "lock-and-match",
"parameters": {
"use_reference_face_only": "mandatory",
"identity_lock": "permanent",
"preserve_facial_features": "complete",
"preserve_skin_texture": "perfect match",
"avoid_face_morphing": "completely",
"preservation_strength": "maximum"
}
},
"output_settings": {
"aspect_ratio": "strictly 9:16",
"resolution_target": "ultra-high resolution (over 8K)",
"render_engine_style": "hyper-realistic"
}
},
"creative_prompt": {
"scene": {
"location": "authentic retro billiards lounge",
"background": "low ceiling with exposed pipes, iconic red-and-white wall stripes, a few vintage chairs scattered, soft amber lighting with subtle noise",
"key_props": [
"regulation green felt pool table (main focus)",
"vintage red billiard lamps above, casting long shadows",
"variety of billiard balls in a scattered arrangement",
"pool cue held by the subject"
]
},
"subject": {
"type": "young woman",
"identity_instruction": "The subject must be an exact replica of the uploaded reference image, with no deviation in facial structure, proportions, or identity",
"pose": "leaning casually against the edge of the pool table; one hand resting confidently on the table's surface; the other hand holding a pool cue vertically; hip slightly cocked; head tilted at a natural angle; gaze directed up and to the side",
"expression": "a confident, assured, subtly seductive posture",
"wardrobe": {
"top": "slinky leopard-print corset top with visible straps",
"bottom": "ultra-short black leather mini skirt",
"accessories": "minimal, statement earrings and a delicate necklace"
},
"details": {
"nails": "deep red, polished to a high gloss",
"hair": "long, thick, loose waves cascading over the shoulders",
"makeup": "glamorous night-out look: sharp winged eyeliner, voluminous lashes, warm contouring, and a nude-burgundy lip"
}
},
"camera_and_lighting": {
"shot_style": "professional nightlife photography",
"camera": "full-frame, high-end DSLR",
"lens": "professional-grade 35mm or 50mm prime",
"aperture": "wide open at f/1.4",
"shutter_speed": "1/60s",
"iso": "1200",
"lighting": {
"primary": "powerful on-camera flash (direct hit on the subject, natural falloff, dramatic shadows)",
"secondary": "ambient bar lighting from overhead red lamps and dim wall lights",
"look": "high contrast with controlled specular highlights, no blown-out areas, natural skin tones"
},
"color_grading": "warm red tones with skin color preservation, subtle film noise",
"focus": "razor-sharp focus on the eyes and face, extreme shallow depth of field, background completely blurred into bokeh"
}
},
"negative_prompt": [
"anyone other than the reference subject",
"identity alteration",
"face warping",
"extra bodies",
"extra limbs or digits",
"unnatural hands or poses",
"distorted anatomy",
"warped furniture",
"text, logos, or watermarks",
"cartoon or illustrative style",
"overly smoothed skin",
"low resolution or blur",
"overexposed flash hotspots",
"unrealistic lighting"
]
}

This prompt maintains the original intent but enhances the clarity and specificity with:

• More severe language for identity preservation
• Precision in technical parameters
• Elaboration on scene details and props
• Enhancement of subject description and wardrobe
• Improved photography and lighting specifications
• Clearer focus on the desired output style
• Refinement of the negative prompt

The improved prompt provides a polished, unambiguous guide for the AI to generate a hyper-realistic, identity-locked image of a young woman in a billiard bar setting.