Prompt Patterns

The fastest way to improve AI output is to treat prompts like instructions, not casual chat. Effective prompt engineering sets roles, audience, format, and constraints so models have everything they need to respond accurately. Start with structure Define the role and audience (e.g., “You are a support lead helping new agents handle refunds in plain English”). Set length and format (bullets, tables, headline counts). List must-have and avoid items. Add source material and tell the model exactly how to use it. PromptEngineer.xyz™ prompt grid shows role, audience, and format before the model generates. Iterate instead of hoping for perfection Draft an outline or summary. Refine tone, add examples, or tighten length. Insert constraints (reading level, compliance notes, internal links). Regenerate sections that miss the mark. Use the conversation history to your advantage; each turn sculpts the output closer to the brief.