model image_generation template risk: low
Billiards Bar Woman Face Reference Generator
Instructs generation of a photorealistic image of a young adult woman identical to a reference photo, posed leaning against a pool table holding a cue in a dim billiards bar, with…
PROMPT
{
"meta_data": {
"task_type": "text_to_image_with_reference",
"version": "v1.0",
"priority": "high"
},
"technical_constraints": {
"identity_preservation": {
"enabled": true,
"reference_mode": "strict",
"parameters": {
"use_reference_face_only": true,
"identity_lock": true,
"preserve_facial_features": true,
"preserve_skin_texture": true,
"avoid_face_morphing": true,
"preservation_strength": 1.0
}
},
"output_settings": {
"aspect_ratio": "9:16",
"resolution_target": "ultra_high_res",
"render_engine_style": "photorealistic"
}
},
"creative_prompt": {
"scene": {
"location": "dim billiards bar",
"background": "dark ceiling, red-and-white wall stripe, a few tables/chairs in the back, low-light ambience with subtle film grain",
"key_props": [
"green-felt pool table (foreground)",
"vintage red billiard lamps overhead (warm red glow)",
"scattered billiard balls on the table",
"pool cue (held by the subject)"
]
},
"subject": {
"type": "young adult woman",
"identity_instruction": "The subject must be 100% identical to the uploaded reference photo (same face, proportions, age, and identity). No identity drift.",
"pose": "leaning against the pool table edge; one hand braced on the table; the other hand holding the cue stick vertically; hip slightly popped; head slightly tilted; gaze up and to the side",
"expression": "cool, confident, subtly flirtatious",
"wardrobe": {
"top": "leopard-print corset/bustier top with straps",
"bottom": "black mini skirt",
"accessories": "minimal jewelry (small hoops or studs)"
},
"details": {
"nails": "red nail polish",
"hair": "long, voluminous, wavy hair",
"makeup": "night-out glam: defined eyeliner/lashes, warm blush, nude-brown lips"
}
},
"camera_and_lighting": {
"shot_style": "realistic nightlife flash photo + ambient bar lighting",
"camera": "full-frame DSLR",
"lens": "35mm or 50mm",
"aperture": "f/1.8",
"shutter_speed": "1/80s",
"iso": "800",
"lighting": {
"primary": "on-camera flash (crisp subject, natural falloff, realistic shadows)",
"secondary": "overhead red lamps glow + dim ambient fill",
"look": "high contrast, controlled specular highlights, no blown whites"
},
"color_grading": "warm reds with natural skin tones, subtle film grain",
"focus": "tack-sharp eyes and face, shallow depth of field, soft background bokeh"
}
},
"negative_prompt": [
"different person",
"identity change",
"face morphing",
"extra people",
"extra limbs",
"extra fingers",
"bad hands",
"deformed anatomy",
"warped cue stick",
"warped pool table",
"text",
"logo",
"watermark",
"cartoon",
"anime",
"illustration",
"over-smoothed skin",
"plastic skin",
"low resolution",
"blurred face",
"overexposed flash highlights"
]
} REQUIRED CONTEXT
- reference photo
EXPECTED OUTPUT
- Format
- image_prompt
CAVEATS
- Dependencies
-
- Requires uploaded reference photo
- Missing context
-
- Image generation tool or model (e.g., Stable Diffusion version, Flux)
QUALITY
- OVERALL
- 0.85
- CLARITY
- 0.95
- SPECIFICITY
- 1.00
- REUSABILITY
- 0.40
- COMPLETENESS
- 0.95
IMPROVEMENT SUGGESTIONS
- Replace hardcoded values in 'creative_prompt' (e.g., location, wardrobe) with placeholders like {scene_location}, {top_description} for templating.
- Add sampling parameters (steps, CFG scale, sampler) to technical_constraints.
- Specify exact pixel dimensions for 'ultra_high_res' (e.g., 1024x1792 for 9:16).
USAGE
Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.
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