AI Prompt Generator

In short A reliable prompt has six parts, and most weak output comes from one of them missing rather than from the model being poor. Role tells it what expertise to answer from. Context supplies the facts it cannot know. Task states the single thing you want done. Constraints say what to avoid, what length, what to leave out. Output format specifies the shape — a table, JSON, five bullets — because a model that is not told will pick one and it will not be yours. Examples show the shape rather than describing it, which is worth more than another paragraph of instruction. The sixth is the one almost everyone omits: what to do when information is missing. Without it the model guesses and presents the guess with the same confidence as a fact; with "if you do not have enough information, ask rather than assume" you get a question instead of a fabrication. The limit worth being clear about is that structure cannot supply knowledge. If the task needs your pricing, your product details or your internal policy, no amount of prompt engineering substitutes for pasting them in.