Workflow
Prompt Structure and Scene Rhythm
How character assets become shot prompts without overloading the model.
Question
A character asset contains a great deal of information, but a shot prompt should not copy the whole asset sheet. Including everything asks the model to process identity, costume, emotion, setting, action, camera, and style at once, diluting the shot's narrative task.
Moving from asset to prompt requires selection.
Observation
A character asset usually includes:
face
hair
costume
accessories
body posture
emotional range
social status
backstory
relationship to other characters
A single shot needs only some of these. A reaction shot needs face and emotion; a wide shot needs silhouette and costume; a prop interaction needs hands, the object, and cuffs; a dialogue shot needs eyelines and relative positions.
Method
I write the shot goal before selecting anchors:
SHOT GOAL:
She watches the auctioneer and hides anxiety.
KEEP:
black shoulder-length hair / ivory suit / pearl earrings / defensive stillness
DROP:
full backstory / family history / unrelated costume details / generic luxury terms
Then I turn that selection into a prompt:
Young heiress in an ivory tailored suit, black shoulder-length hair tucked behind one ear,
single pearl earrings. She stands still at the edge of the auction room, watching the
auctioneer while hiding anxiety. Slow push-in, medium close-up.
The point is to make identity anchors and the shot goal support each other.
Boundary
A prompt that is too short can lose continuity; one that is too long can lose rhythm. Word count is less useful than asking whether every detail serves this shot.
identity anchor: keep her recognizable as the same person
scene anchor: keep her in the same space
camera behavior: maintain a stable way of viewing
event: give the shot an action or a change in information
A term that belongs to none of these groups can probably be removed.
Lab Note
I treat the prompt as a shot contract:
model must preserve: identity, costume, key prop
model must change: expression, attention, camera distance
model may improvise: background texture, minor gesture, atmospheric detail
A prompt becomes a controllable shot instruction when it distinguishes what must be preserved, what must change, and what may be improvised.