Prompt Engineering Fundamentals for ImageOS
Published on September 25, 2025
Master the art of prompt engineering to get consistent, high-quality results from ImageOS.
Topics Covered
- Prompt structure basics
- Word order importance
- Descriptive hierarchy
- Common mistakes to avoid
Structure Guide
Basic Formula: Subject + Style + Details + Mood
Example: Portrait of a woman + oil painting style + wearing vintage dress + mysterious atmosphere
Pro Tip: Start simple, then add modifiers iteratively
Common Patterns
- Subject-first for clarity
- Style modifiers in middle
- Technical details at end
- Mood and atmosphere last
Example Prompts by Model
Nano-Banana (Speed & Simplicity)
Perfect for quick iterations and concept exploration:
Cat, cartoon style
Sunset, simple colors
Coffee cup, minimal
Tree, basic shapes
Seedream (Artistic & Atmospheric)
Ideal for stylized and creative interpretations:
Majestic cat with ethereal glow, artistic portrait style, dreamy atmosphere
Golden sunset with painterly sky, atmospheric landscape, warm color palette
Elegant coffee cup with steam wisps, café aesthetic, cozy mood lighting
Ancient tree with mystical atmosphere, artistic nature study, soft lighting
Flux-SRPO (Professional & Detailed)
Best for high-quality, detailed final outputs:
Photorealistic cat portrait with detailed fur textures, professional pet photography, studio lighting setup
Dramatic sunset landscape with cloud formations, high dynamic range, nature photography quality
Commercial coffee product shot with steam effects, professional beverage photography, marketing ready
Detailed tree study with bark textures, botanical illustration quality, scientific accuracy
Apply This Technique
Start experimenting with these prompting strategies in ImageOS today. Practice and experimentation will help you master these concepts.
Want to learn more prompting techniques? Explore our other guides and join the ImageOS community.