Prompt engineering

Writing instructions that get a model to produce what you actually want: role, context, examples, constraints, output format. Less magic than management - the skills are those of a good brief, and the biggest gains come from supplying context, not from secret phrasings.

Evidence from the library

Creator briefs fail at two extremes - total script control and no direction at all; a sandbox brief with one message and context works better.Warning People love disruption in content while models want direction and directional cues instead.Principle 55% clear objectivesWhat agencies say is missing from briefs is objectives, not inspirationStat Framing content around how people actually prompt - by product or by context - can win more model visibility.Principle 61% and 71%Objectives are the most critical part of a brief, and both sides agree by a wide marginStat

Source

Marketing Definitions

standard AI practice