Key instructions to preserve
No beautification, no face reshaping, no expression change unless stated.
IDENTITY LOCK: Use the uploaded photo as the sole identity reference. Preserve the subject's facial structure, skin tone, eye shape, hairstyle, and every distinguishing feature exactly — the person must remain instantly recognizable. No beautification, no face reshaping, no expression change unless stated. SCENE: Subject as a specialty coffee barista, leaning into the portafilter lock of a commercial espresso machine — the golden crema flow from the spout visible below, their face over the machine displaying the focused intensity of someone who takes this as seriously as surgery. An independent specialty coffee shop in the background. PHYSICS & CRAFT: The espresso crema is golden-amber and physically accurate — viscous, persistent, marbled with darker tiger striping. The machine is polished stainless steel catching the warm 3000K cafe lighting as complex specular reflections. The subject's face has the reflected machine light coming from below at counter height. The cafe behind has warm Edison bulb ambient lighting. TECHNICAL EXECUTION: 50mm f/2.0, counter height, the portafilter and espresso spout in sharp focus in the lower frame, the subject's face looking down at the pull — just enough face angle to read identity clearly. HARD CONSTRAINTS: The espresso crema must follow real extraction physics and timing — correct color and viscosity. The subject's expression is focus, not customer-service performance. Keep their clothing plus coffee apron.
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The Perfect Espresso Pull is a photorealistic prompt for GPT Image 2, composed for a 4:5 image. No beautification, no face reshaping, no expression change unless stated.
No beautification, no face reshaping, no expression change unless stated.
Keep the prompt structure, then replace the main subject, action, or environment in "No beautification, no face reshaping, no expression change unless stated.".
Adjust one visual signal at a time, such as "50mm", "f/2.0", "ai image prompt", "food & chef culture", so you can identify which instruction changes the result.
Keep the focal subject prominent in the portrait frame while preserving enough background detail for feed and poster layouts.
Use one clear reference image and retain the identity-lock instructions when changing clothing, lighting, background, or camera direction.
Use direct natural-language edits after the first generation. State what must remain unchanged before describing the single element you want to revise.
Judge the result by believable materials, natural anatomy, coherent light direction, and a camera perspective that matches the scene.
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