Prompt Library

Doctor Prompts for Patient Care, Documentation, and Practice Management

16 copy-paste prompts

20 ChatGPT prompts for physicians: patient education materials, clinical documentation drafts, differential diagnosis support, practice management — save hours weekly on non-clinical work.

In short: This page contains 16 copy-paste ready prompts, organized into 4 categories with a description and pro tip for each. The first 5 prompts are free instantly, no signup needed. Hand-curated and tested by the AI Academy team.

Louis Corneloup
By Louis Corneloup · Founder, Techpresso
Last updated ·Hand-curated & tested by the AI Academy team

Patient Education

4 prompts

Condition Explanation

1/16

✨ What it does

Explains conditions to patients in plain language.

Explain [condition] to patient. Reading level: [8th grade default]. Include: what it is in plain language, what causes it, common symptoms, treatment overview, what to expect, when to seek help, key questions to ask. Compassionate accurate clear.

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Pro tip: Health literacy averages 8th grade reading. Medical jargon = compliance failure. Plain language + specific actions + empathy = understood + followed.

Treatment Decision Support

2/16

✨ What it does

Creates patient decision support materials.

Treatment decision information sheet. Options: [list]. Patient context: [describe]. Include: each option explained, benefits + risks + alternatives, cost/coverage framing, what questions to ask, shared decision-making approach. Patient-empowering.

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Pro tip: Shared decision-making = better outcomes + patient satisfaction. AI drafts options; patient + doctor choose together. Autonomy preserved.

Medication Instructions

3/16

✨ What it does

Writes clear medication instructions.

Patient-friendly medication instructions. Medication: [name]. Include: what it's for, how to take (dose, timing, food), expected effects, side effects (common + serious), interactions, storage, what to do if missed dose, when to contact office.

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Pro tip: Medication compliance = 50% population. Clear instructions close half the gap. Take-with-food specifics, missed dose protocol = adherence triples.

Pre-Procedure Prep

4/16

✨ What it does

Writes pre-procedure preparation instructions.

Pre-procedure preparation instructions. Procedure: [describe]. Include: timeline (when to stop eating/drinking/meds), bring-to-appointment list, transportation plan, recovery expectations, call-if-questions. Print + text + email formats.

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Pro tip: Pre-procedure clarity = no cancellations. Patient-friendly checklist format. Multiple reminders at key points (48h, 24h, morning-of).

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Clinical Documentation

4 prompts

SOAP Note Template

5/16

✨ What it does

Structures SOAP notes.

SOAP note structure for visit. Chief complaint: [describe]. Include: Subjective (patient history), Objective (findings), Assessment (diagnosis), Plan (treatment/next steps). Professional medical documentation format.

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Pro tip: SOAP notes: standardized = fastest. Templates save hours per visit. AI-assisted drafting from visit notes = documentation time recovered.

Referral Letter Draft

6/16

✨ What it does

Drafts specialist referral letters.

Referral letter to specialist. Patient: [describe]. Referring to: [specialty]. Include: chief complaint, relevant history, pertinent findings, current medications, specific consultation question, urgency level. Professional peer tone.

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Pro tip: Good referrals get prioritized appointments. Specific consultation question > "evaluate and treat." Specialist can prep before seeing patient.

Insurance Prior Auth Letter

7/16

✨ What it does

Writes prior authorization letters.

Prior authorization justification. Treatment: [describe]. Medical necessity: [reasoning]. Include: patient history, diagnostic testing done, failed alternatives, medical necessity specific, treatment urgency, supporting literature citations. Evidence-based.

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Pro tip: Prior auth success = thorough documentation. Failed alternatives + medical necessity + supporting literature = approval. Rushed = denials.

Discharge Summary

8/16

✨ What it does

Structures discharge summaries.

Discharge summary for [admission]. Include: reason for admission, hospital course, consultations, procedures, discharge medications, follow-up appointments, pending results, patient instructions. Comprehensive handoff.

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Pro tip: Discharge summaries = continuity of care document. Primary care + patient both need complete picture. Missing info = readmissions.

Practice Management

4 prompts

Panel Management Strategy

9/16

✨ What it does

Manages patient panels systematically.

Manage patient panel efficiently. Panel size: [specify]. Include: risk stratification, preventive care tracking, chronic care management, outreach priorities, team delegation, technology leverage. Population health approach.

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Pro tip: Panel management: proactive > reactive. Diabetic patients with missed A1c flagged for outreach. Preventive care automated. Outcomes improve systemically.

Practice Staff Training

10/16

✨ What it does

Trains medical office staff.

Train medical staff on [topic — new EMR / triage / patient communication]. Include: learning objectives, scenarios, role-play, common errors, certification criteria. Competency-building.

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Pro tip: Medical staff training: patient safety + efficiency. Scenarios > lectures. Competency checks > attendance. Invest in team; patients notice immediately.

MIPS/Quality Reporting

11/16

✨ What it does

Approaches MIPS quality reporting.

MIPS documentation approach. Current quality measures: [list]. Include: measure selection strategy, documentation templates, team delegation, monthly review, year-end reporting. Maximize incentive payments.

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Pro tip: MIPS reporting: $20-30K annual practice impact. Consistent documentation + measure selection + tracking = max payments. Ignoring = money left.

Patient Satisfaction Improvement

12/16

✨ What it does

Systematically improves patient satisfaction.

Improve patient satisfaction scores. Current pain points: [describe]. Include: wait time reduction, communication improvements, appointment availability, billing clarity, post-visit follow-up. Systematic improvement.

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Pro tip: Patient satisfaction = reimbursement driver. Structured improvement: survey + identify + fix + remeasure. 10% improvement = significant revenue impact.

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Medical Writing

4 prompts

CV for Academic Position

13/16

✨ What it does

Formats academic physician CVs.

Academic physician CV. Specialty: [describe]. Career stage: [early / mid / established]. Include: education, board certifications, clinical appointments, research, publications, teaching, grants, professional activities. Academic standard format.

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Pro tip: Academic CVs: comprehensive + organized. Include everything; hiring committees want full picture. Format matters; submit professionally formatted.

Research Abstract

14/16

✨ What it does

Writes research abstracts.

Research abstract for conference submission. Study: [describe]. Include: background, objectives, methods, results, conclusions, 250-word limit. Conference-ready format.

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Pro tip: Abstracts: rejection or acceptance within 60 seconds of reading. Strong opening + clear results + implication = acceptance. Weak structure = reject.

Continuing Medical Education Essay

15/16

✨ What it does

Writes CME reflection essays.

CME reflection essay. Topic: [describe]. Include: learning objectives met, practical application to practice, clinical impact, future learning direction. Reflection-based format.

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Pro tip: CME essays required for credit; quality rarely checked. Spend 15 min on genuine reflection = better doctor + check the box. Don't phone it in for years.

Peer Review Feedback

16/16

✨ What it does

Writes peer review feedback.

Peer review of manuscript. Manuscript: [describe]. Include: strengths, methodological concerns, clinical significance questions, presentation improvements, final recommendation. Constructive + thorough.

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Pro tip: Peer reviews: constructive criticism + specific suggestions. "Needs major revision" unhelpful; "Section 3 requires larger sample to support claim" useful.

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Frequently Asked Questions

For administrative + documentation drafting + education yes with human review. NOT for clinical decisions autonomously. Don't input PHI into public ChatGPT. Use HIPAA-compliant versions for patient data. Human physician review mandatory.
Documentation drafting (save 1-2 hours/day), patient education materials, referral letters, research abstracts, staff training, practice management. Administrative burden most affected area.
Public AI tools NOT HIPAA-compliant. Don't input patient identifiers. Use enterprise HIPAA-compliant AI (Microsoft Copilot, specific medical AI). Generalized prompts safer for public tools.
As decision support yes; final diagnosis requires physician judgment + complete clinical picture. AI useful for differential brainstorming, literature review, case consultation drafts. Human oversight essential.
Not replacing; augmenting. Administrative burden reduction, documentation assistance, research acceleration. Physicians who integrate AI effectively practice more, better care. Resisters get left behind.

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