The short version
- A convincing portrait needs a person, setting and light that agree. These prompts change context and camera distance while keeping skin texture and expression plausible.
- For visual work, treat the prompt as an art direction brief. A good reference image or edit pass can matter more than extra adjectives. If a model adds unreadable type, remove it and set final typography in a design tool.
A convincing portrait needs a person, setting and light that agree. These prompts change context and camera distance while keeping skin texture and expression plausible.
For visual work, treat the prompt as an art direction brief. A good reference image or edit pass can matter more than extra adjectives. If a model adds unreadable type, remove it and set final typography in a design tool.
How to use this collection
Pick the task closest to your work. Copy the prompt, replace the generic scene or code context with your own facts, and keep the constraints that help you judge the result. Change one variable at a time so you can tell what improved.
The approach follows the OpenAI image generation guide: provide concrete context and inspect the output rather than assuming a polished first pass is correct.
Editorial photograph prompts
These directions use editorial photograph to change the composition while keeping the subject specific.
1. A chef before service
Create one image of chef before service. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
2. A musician backstage
Create one image of musician backstage. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
3. A researcher at a lab desk
Create one image of researcher at a lab desk. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
4. A gardener at dawn
Create one image of gardener at dawn. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
5. A bookstore owner
Create one image of bookstore owner. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
6. A cyclist after a ride
Create one image of cyclist after a ride. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
7. An architect in a studio
Create one image of architect in a studio. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
8. A ceramic artist
Create one image of ceramic artist. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
9. A parent reading with a child
Create one image of parent reading with a child. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
10. A swimmer after practice
Create one image of swimmer after practice. Use natural side light, a believable 35 mm field of view, small material imperfections and an uncluttered background. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check whether the lighting direction is consistent and the subject remains recognizable.
Product or object study prompts
These directions use product or object study to change the composition while keeping the subject specific.
11. A chef before service
Create one image of chef before service. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
12. A musician backstage
Create one image of musician backstage. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
13. A researcher at a lab desk
Create one image of researcher at a lab desk. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
14. A gardener at dawn
Create one image of gardener at dawn. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
15. A bookstore owner
Create one image of bookstore owner. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
16. A cyclist after a ride
Create one image of cyclist after a ride. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
17. An architect in a studio
Create one image of architect in a studio. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
18. A ceramic artist
Create one image of ceramic artist. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
19. A parent reading with a child
Create one image of parent reading with a child. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
20. A swimmer after practice
Create one image of swimmer after practice. Use a deliberate three-quarter view, soft shadow, accurate surface texture and space around the silhouette. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the object geometry and remove invented packaging or markings.
Graphic illustration prompts
These directions use graphic illustration to change the composition while keeping the subject specific.
21. A chef before service
Create one image of chef before service. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
22. A musician backstage
Create one image of musician backstage. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
23. A researcher at a lab desk
Create one image of researcher at a lab desk. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
24. A gardener at dawn
Create one image of gardener at dawn. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
25. A bookstore owner
Create one image of bookstore owner. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
26. A cyclist after a ride
Create one image of cyclist after a ride. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
27. An architect in a studio
Create one image of architect in a studio. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
28. A ceramic artist
Create one image of ceramic artist. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
29. A parent reading with a child
Create one image of parent reading with a child. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
30. A swimmer after practice
Create one image of swimmer after practice. Use restrained colors, clear shapes, controlled depth and enough negative space for a layout. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check the visual hierarchy at thumbnail size. Add any final text in an editor.
Environmental scene prompts
These directions use environmental scene to change the composition while keeping the subject specific.
31. A chef before service
Create one image of chef before service. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
32. A musician backstage
Create one image of musician backstage. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
33. A researcher at a lab desk
Create one image of researcher at a lab desk. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
34. A gardener at dawn
Create one image of gardener at dawn. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
35. A bookstore owner
Create one image of bookstore owner. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
36. A cyclist after a ride
Create one image of cyclist after a ride. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
37. An architect in a studio
Create one image of architect in a studio. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
38. A ceramic artist
Create one image of ceramic artist. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
39. A parent reading with a child
Create one image of parent reading with a child. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
40. A swimmer after practice
Create one image of swimmer after practice. Use an identifiable foreground, middle distance and background under one coherent light source. Make the main subject unambiguous and keep plausible proportions and consistent lighting. No watermarks, fake logos or legible text. Return one clean image, not a contact sheet.Review: Check scale and perspective before using the result as a reference.
What to check before you use the result
For visual work, treat the prompt as an art direction brief. A good reference image or edit pass can matter more than extra adjectives. If a model adds unreadable type, remove it and set final typography in a design tool.
If the output misses the task, shorten the prompt and specify the missing fact or constraint. Keep a record of the version you used so the final asset or code change can be reproduced.
Further reading
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