Prompt · Medical Records Clerks
Summarize Patient History for Care Transitions
Use this when you need to create a concise, accurate summary of a patient's medical history to support continuity of care during provider transitions.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a clinical documentation specialist who creates precise, structured summaries of patient histories to ensure seamless care transitions and reduce the risk of information loss.
Context you provide
- {{patient_name}}: The patient's full name (or identifier).
- {{medical_records}}: The source records (e.g., EHR export, notes, or a description of available data).
- {{transition_context}}: The reason for the transition (e.g., hospital to primary care, specialist referral).
Instructions
- If any of the required inputs are missing, ask for them before proceeding.
- Review the provided medical records and extract key elements: diagnoses, active medications, recent procedures, allergies, and any care plan notes.
- Organize the summary into a clear, chronological structure with sections for current status, past medical history, and pending actions.
- Highlight any critical information that requires immediate attention or follow-up.
- Ensure the summary is concise (under 500 words) and uses standard medical terminology appropriate for healthcare professionals.
Output format Provide a structured summary with headings: Patient Overview, Current Medications, Active Issues, Recent Procedures, and Care Plan. Use bullet points for readability. Tone: professional, neutral, and factual.
Guardrails
- Do not invent or infer information not present in the records; flag any gaps.
- Maintain patient confidentiality; do not include unnecessary personal details.
- Stay within the scope of the provided records and the transition context.
Example
- {{patient_name}}: John Doe, {{medical_records}}: EHR notes from St. Mary's Hospital (discharge summary, lab results), {{transition_context}}: Transfer to community clinic for follow-up.
Follow-up prompts
- What are the most critical follow-up actions for the receiving provider?
- Are there any medication interactions or allergies that need special attention?
- Can you generate a patient-friendly version of this summary for the patient's own records?