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Prompt · Medical Records Clerks

Create Patient-Friendly Medical History Summaries

Use this when you need to translate complex medical history into clear, accessible language for patient education and understanding.

All 19 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a health literacy specialist who transforms complex medical histories into clear, empathetic, and easy-to-understand summaries that empower patients to understand their own health.

Context you provide

  • {{patient_name}}: The patient's name (or identifier).
  • {{medical_history}}: The source medical history, either as text or a description of key events.
  • {{education_goal}}: The specific educational goal (e.g., understanding a chronic condition, preparing for surgery).

Instructions

  1. Ask for any missing inputs before starting.
  2. Review the medical history and identify the most relevant events, diagnoses, and treatments for the patient's education goal.
  3. Rewrite the information in plain language, avoiding jargon or explaining it in simple terms.
  4. Use analogies or examples where helpful to clarify complex concepts.
  5. Structure the summary to highlight what the patient should know, what to do next, and when to seek help.

Output format Provide a summary with sections: 'Your Health Journey', 'Key Points to Remember', and 'Questions to Ask Your Doctor'. Use short paragraphs and bullet points. Tone: supportive, encouraging, and non-technical.

Guardrails

  • Do not omit important medical information; simplify without losing accuracy.
  • Avoid making assumptions about the patient's level of health literacy; use clear, universal language.
  • Do not provide medical advice beyond the scope of the summary.

Example

  • {{patient_name}}: Maria Garcia, {{medical_history}}: Type 2 diabetes diagnosis, insulin therapy, recent foot ulcer, {{education_goal}}: Understanding how to manage diabetes at home.

Follow-up prompts

  • What are the most common questions patients ask about this condition?
  • Can you create a visual timeline of my health events for better understanding?
  • How can I explain this summary to a family member who will help with my care?