A useful prompt gives the assistant a clear task, context, constraints, and output format. These reusable patterns are designed to reduce blank-page time while keeping a person responsible for facts and decisions.
1–3: Summarize, Clarify, Question
1. “Summarize this text for [audience] in five bullets. Separate facts, assumptions, and open questions.” 2. “Explain [topic] at beginner, intermediate, and expert levels.” 3. “Ask me the five questions you need before drafting [deliverable].”
4–6: Draft and Improve
4. “Create an outline for [goal], including objections and evidence needed.” 5. “Rewrite this for clarity without changing meaning; list every material change.” 6. “Create three versions: concise, friendly, and formal.”
7–9: Plan and Prioritize
7. “Turn these notes into tasks with owner, deadline, dependency, and definition of done.” 8. “Rank these ideas using impact, effort, risk, and reversibility.” 9. “Build a one-week plan with a realistic daily workload and buffer.”
10–12: Research and Compare
10. “Create a research plan using primary sources only; do not invent citations.” 11. “Compare A and B for this exact use case using a weighted scorecard.” 12. “Identify claims in this draft that require verification.”
13–15: Review and Learn
13. “Act as a skeptical reviewer and find gaps, ambiguity, and unintended consequences.” 14. “Generate a practice quiz, wait for my answers, then explain mistakes.” 15. “Create a checklist I can reuse next time.”
Make Prompts Safer
Remove confidential data, specify that uncertainty should be labeled, and verify important output independently. Save only prompts that produce repeatable value.
Bottom Line
Good prompts are short specifications, not magic spells. Start with a real task, review the result, and improve the instruction based on observed errors.
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