Role Prompting

Explicit output constraints (format, tone).

Using markers to isolate context segments.

Sampling multiple outputs and selecting consensus.

Asking model to review and improve output.

Crafting prompts to elicit desired behavior, often using role, structure, constraints, and examples.

Task instruction without examples.

One example included to guide output.

Multiple examples included in prompt.