Basic prompt structure gets you a long way: clear task, relevant context, explicit constraints, and a usable output format. Advanced prompting is what you reach for when the task has multiple steps, uncertain evidence, tool use, or failure modes that a single direct instruction cannot handle reliably.

The aim is not longer prompts. It is to make the model's work easier to control, inspect, and evaluate.