Minimal coffee packaging
Premium whole-bean coffee pouch standing on dark walnut, uncoated cream paper with a small black label area, morning side light, restrained props, realistic folds, front panel fully visible, no invented text.
Test the workflow,
not the marketing claim.
High-star prompt libraries show demand for visual examples; this guide adds structured goals, constraints, aspect ratios, and a reproducible API record instead of presenting isolated inspiration.
Retro space mechanic
Full-body retro-futurist spacecraft mechanic, orange utility suit with modular pockets, grease marks, transparent helmet carried under one arm, practical silhouette, 1970s industrial science-fiction mood.
Architecture brand board
Top-down brand identity presentation for an independent architecture studio, recycled ivory paper, blind embossing, charcoal typography blocks, a single vermilion rule, realistic print texture, orderly Swiss grid.
Living room material redesign
Keep the room geometry, camera position and daylight unchanged; replace the sofa upholstery with warm gray boucle, change the rug to natural jute, and remove only the blue floor lamp.
Courtyard hotel concept
Mediterranean courtyard hotel with lime plaster walls, deep blue tiled pool, olive trees and woven shade, early morning light, restrained contemporary architecture, photoreal material detail.
PYTHON QUICKSTART
Keep the request reproducible.
Store credentials in the environment. Record the exact model identifier, dimensions, test date, and retry count with the resulting asset.
import os
from openai import OpenAI
client = OpenAI(
api_key=os.environ["APIMART_API_KEY"],
base_url="https://api.apimart.ai/v1",
)
result = client.images.generate(
model="gpt-image-1-official",
prompt=PROMPT,
size="1024x1024",
n=1,
)Before you publish a result
- Record model ID, parameters, date, latency, and retry count.
- Review instruction following and protected attributes.
- Flag invented text, marks, anatomy, or unwanted objects.
- Keep the raw output linked to the original fixture.
- Do not claim a universal winner from one prompt.