A good creative prompt is not a wish list. It is a focused brief: the relevant facts, a bounded task and a definition of what the response must not decide on your behalf.
The Four-Part Packet
Use this compact format whenever the output will affect your story:
- Context: the approved facts the task depends on.
- Task: one specific question, draft or comparison.
- Constraints: details the output must preserve or avoid.
- Review rule: how to label assumptions, alternatives and contradictions.
For example:
Context: Mara cannot leave the harbour during the storm season; her brother controls the only relay key. Task: propose three scene objectives for their first confrontation. Constraints: do not introduce new factions or technology. Review rule: mark every inference that is not already canon.
Send Less Context, More Intentionally
The entire story bible is rarely useful in a single request. Select the records that govern this decision. A character scene needs the character’s current goal, the relationship history, the location rules and the latest plot event—not every map, poem and unused note in the archive.
This makes errors easier to spot. It also makes the prompt repeatable: another scene can use a different packet while relying on the same underlying source of truth.
Define the Output Shape
Ask for a table, a list of alternatives, a contradiction report or a scene brief. The output shape should match your next decision. If you need to choose between motives, a page of polished dialogue is less useful than a comparison that shows each motive’s consequence.
Context packets work especially well with the editorial roles described in AI as Story Editor, Not Ghostwriter . The packet supplies the shared reality; the role supplies the kind of pressure you want applied to it.