Prompting Strategies

General strategies that consistently result in better output.

  1. Be clear on objective: use action verbs, specify audience and output format
  2. Provide background and context: relevant facts, data, and documents to help the model make better decisions
  3. Be specific: use precise language, break down tasks, and quantify the ask when possible
  4. Iterate and refine: try different prompt lengths, phrases, and levels of detail
  5. Self-reflection: push back and ask for gaps in reasoning or assumptions