Writing Prompts That Generate Better Scenes

The model renders images, so write in images. Replace internal states with visible ones: not "he's nervous," but "he taps the table, glancing at the door." Every line should be something a camera could capture.

If a detail can't be filmed, it won't show up. Translate feelings and backstory into posture, expression, motion, and setting.

Pick a single location and a single moment. A scene that tries to move from a kitchen to a car to a rooftop asks the model to cut between three shots in one generation, and the result usually satisfies none of them.

If you have a sequence in mind, generate it one beat at a time and chain the results. Each beat gets the model's full attention.

Lighting, weather, color, texture, and time of day do most of the emotional work in film, and they're the easiest levers to pull in text. "Golden-hour light through a dusty window" tells the model far more than "a nice room."

Be specific about motion, too — slow, sudden, drifting, urgent. Pacing is part of the mood.

If a person appears, give them stable, concrete features — hair, build, clothing — and use the same description each time they recur. Consistency across a sequence depends on consistent description.

Vague characters drift between generations. Specific ones hold their identity from shot to shot.

Don't stack contradictions ("a sunny midnight"), don't bury the key action under adjectives, and don't write a paragraph when a clear sentence will do. Length is not detail — precision is.

When a result is off, change one thing and regenerate. Tweaking a single line and comparing is how you learn what each word is doing.