Requirements
A public background preset:- Defines the environment only.
- Works with different characters and poses.
- Has a recognizable general look.
- Matches its cover image.
- Remains broad enough for many users.
The specificity rule
More detail is useful until it locks the preset to one story.
Use enough detail to establish composition, lighting, and atmosphere. Remove names, dates, micro-locations, and story events that most users do not need.
Avoid
- Forcing the character to sit, stand, lean, swim, or face a direction.
- Outfit-specific elements that clash with other clothing presets.
- Niche time, date, location, or cultural references.
- Fantasy, supernatural, or science-fiction environments with limited broad appeal.
- A prominent second character or model in the background.
- An empty gradient or other backdrop with no meaningful visual context.
Test checklist
Test the background with:- Standing, seated, and movement poses.
- Casual and formal outfits.
- Different character styles and proportions.
- A batch large enough to reveal whether the model keeps forcing a particular position.