Nurse practitioners juggle an extraordinary range of responsibilities — from conducting comprehensive assessments and managing complex chronic conditions to writing detailed SOAP notes and educating patients on nuanced treatment plans. ChatGPT can serve as a knowledgeable clinical partner, helping you draft documentation faster, prepare patient-friendly explanations, stay current on pharmacology, and sharpen your professional skills. These 35 prompts are built for the real demands of NP practice, whether you work in primary care, urgent care, specialty settings, or telehealth.
1. Patient Assessment & Diagnosis
Prompt 1: Differential Diagnosis Builder
"I have a 54-year-old female presenting with fatigue, cold intolerance, weight gain of 8 lbs over 3 months, constipation, and dry skin. Her TSH is 6.8 mIU/L and free T4 is 0.7 ng/dL. Generate a ranked differential diagnosis list with the most likely diagnosis first, supporting clinical reasoning for each, and suggest any additional workup to confirm the primary diagnosis."
This prompt helps you systematically organize your clinical thinking, especially useful when presentations are ambiguous or when you want to ensure you haven't overlooked a less common but important diagnosis.
Prompt 2: ROS Documentation Template
"Create a thorough review of systems template for an initial adult primary care visit. Organize it by body system, include pertinent positives and negatives clinicians commonly ask about, and format it so I can adapt it as a quick-reference checklist during patient encounters."
A well-structured ROS template reduces documentation time and helps ensure no critical symptom domains are missed during a busy clinic day.
Prompt 3: Pediatric Developmental Screening Guidance
"Explain the key developmental milestones I should assess at an 18-month well-child visit, which validated screening tools are appropriate to use, and what findings would prompt referral to early intervention or developmental pediatrics."
This prompt supports evidence-based developmental surveillance and gives you concise, actionable criteria for referral decisions.
Prompt 4: Chief Complaint to Assessment Pathway
"Walk me through a structured clinical reasoning framework for a 38-year-old male presenting with acute onset unilateral leg swelling and pain after a long-haul flight. Include risk stratification using a validated scoring tool, appropriate initial diagnostic steps, and red flags requiring immediate escalation."
Using a framework prompt sharpens your systematic approach and is particularly useful for training newer NP students or refreshing your process on less frequent presentations.
Prompt 5: Abnormal Lab Interpretation Guide
"A patient's CBC shows: WBC 11.8, hemoglobin 10.1, MCV 72, platelets 410. Interpret these findings together, explain what patterns they suggest, list the most likely diagnoses, and outline the next diagnostic steps I should take in an outpatient primary care setting."
This prompt turns isolated lab values into a coherent clinical narrative, helping you communicate findings clearly to patients and colleagues.
2. Patient Education & Communication
Prompt 6: Plain-Language Diagnosis Explanation
"Write a patient-friendly explanation of Type 2 diabetes for a newly diagnosed 62-year-old with a 6th-grade reading level. Explain what the condition is, why it develops, how it affects the body long-term, and what the patient can do right now to start managing it. Avoid medical jargon."
Clear, accessible patient education improves adherence and reduces anxiety — and having a solid draft saves you significant time crafting these explanations from scratch.
Prompt 7: Medication Instructions for Patients
"Create a plain-language handout for a patient starting metformin 500 mg twice daily for Type 2 diabetes. Include how and when to take it, common side effects and how to manage them, signs that warrant calling the office, and dietary considerations. Keep it under 300 words."
Patient-facing medication instructions that are clear and complete reduce phone calls, improve safety, and support informed consent.
Prompt 8: Motivational Interviewing Script
"I have a patient with uncontrolled hypertension who is resistant to starting medication and says lifestyle changes 'haven't worked.' Write a motivational interviewing-style script I can use to explore their ambivalence, affirm their autonomy, and collaboratively open a conversation about treatment options without being confrontational."
Motivational interviewing is a high-value skill in primary care, and having a scripted framework helps NPs practice and refine their approach for challenging conversations.
Prompt 9: Post-Procedure Instructions
"Write discharge instructions for a patient who just had an in-office skin biopsy on their forearm. Include wound care steps, activity restrictions, signs of infection to watch for, when to call the office vs. go to urgent care, and when to expect biopsy results. Use a numbered list format."
Clear post-procedure instructions reduce complications, patient anxiety, and unnecessary follow-up calls.
Prompt 10: Preventive Health Education Message
"Write a brief, persuasive patient education message encouraging colorectal cancer screening for adults aged 45-75 who have never been screened. Include why screening matters, the different options available (colonoscopy, FIT, Cologuard), and how to frame the conversation to address common patient hesitations."
Targeted education messages help NPs drive preventive care uptake and can be adapted into patient portal messages or printed handouts.
3. Clinical Documentation & Charting
Prompt 11: SOAP Note Draft
"Draft a SOAP note for the following encounter: 47-year-old male with a history of GERD presents for a 3-month follow-up. He reports his omeprazole 20 mg daily has reduced his symptoms significantly but he still has occasional breakthrough heartburn after large meals and alcohol. Vitals are normal. Abdominal exam is benign. Assessment: GERD, well-controlled with lifestyle triggers. Plan: Continue omeprazole, reinforce dietary modifications, discussed H. pylori testing if symptoms persist."
A well-structured SOAP note draft gives you a strong starting point that you can quickly review, edit, and finalize rather than writing from a blank page.
Prompt 12: HPI Narrative Polish
"Rewrite the following HPI to be more concise, clinically precise, and flow naturally as a professional narrative: [paste your draft HPI here]. Maintain all clinical details but eliminate redundancy and improve readability for chart review."
Polishing HPI narratives improves documentation quality, supports continuity of care, and reflects professional credibility when charts are reviewed by specialists or auditors.
Prompt 13: Prior Authorization Letter
"Write a prior authorization letter for Humira (adalimumab) for a 34-year-old female patient with moderate-to-severe Crohn's disease who has failed a 6-month course of azathioprine and two courses of oral corticosteroids. Include clinical necessity language, relevant diagnosis codes, and the evidence-based rationale for biologic therapy."
Prior auth letters are time-consuming; a well-drafted template can be adapted quickly for multiple patients and formulary submissions.
Prompt 14: Referral Letter Generator
"Write a professional referral letter to a cardiologist for a 68-year-old male with a new diagnosis of heart failure with reduced ejection fraction (EF 35%), currently on lisinopril and carvedilol, who needs optimization and long-term co-management. Summarize his relevant history, current medications, recent echo findings, and the specific questions I need the specialist to address."
A complete, well-organized referral letter improves specialist communication and ensures your patient receives coordinated, informed care.
Prompt 15: Chronic Disease Visit Documentation Template
"Create a reusable documentation template for a routine diabetes management visit. Include sections for interval history, medication review, self-monitoring data, exam findings, lab review (HbA1c, lipids, urine microalbumin, eGFR), complication screening checklist, assessment, and a structured plan section. Format it for easy EHR copy-paste."
Reusable templates standardize your documentation, reduce cognitive load on busy days, and ensure no quality measure is missed.
4. Chronic Disease Management
Prompt 16: Hypertension Management Algorithm
"Outline a stepwise outpatient management algorithm for a 58-year-old Black male with newly diagnosed Stage 2 hypertension (BP 158/96), no other comorbidities, and no contraindications to medications. Reference JNC or ACC/AHA guidelines, include lifestyle modification counseling points, and describe when to escalate to combination therapy."
Evidence-based algorithms help NPs deliver guideline-concordant care and provide a useful reference for complex titration decisions.
Prompt 17: Diabetes Medication Comparison
"Compare the following second-line diabetes medications for a 66-year-old patient with Type 2 diabetes, established cardiovascular disease, and CKD stage 3a (eGFR 48): SGLT2 inhibitor vs. GLP-1 receptor agonist. Compare cardiovascular and renal outcomes data, dosing considerations, side effect profiles, cost, and provide a recommendation with rationale."
Head-to-head medication comparisons grounded in clinical evidence support sound prescribing decisions for high-risk patients.
Prompt 18: COPD Exacerbation Management Plan
"Create an outpatient management plan for a mild-to-moderate COPD exacerbation in a 71-year-old male with GOLD Stage 3 disease who presents with increased dyspnea, productive cough, and change in sputum color over 3 days. He is on tiotropium and a LABA/ICS combination. Include pharmacologic treatment, when to prescribe antibiotics, criteria for hospitalization, and follow-up instructions."
A structured exacerbation management plan helps NPs act quickly and confidently, reducing unnecessary ED visits and hospitalizations.
Prompt 19: Heart Failure Self-Management Education
"Write a patient education plan for a 72-year-old woman recently diagnosed with heart failure with preserved ejection fraction. Include daily weight monitoring instructions, dietary sodium and fluid guidelines, activity recommendations, medication adherence strategies, and a clear list of symptoms that require same-day contact or emergency care."
Self-management education for heart failure patients is directly tied to readmission rates; a thorough, accessible education plan is a critical clinical tool.
Prompt 20: Chronic Pain Management Framework
"Describe a multimodal, non-opioid-first approach to managing chronic low back pain in a 45-year-old warehouse worker. Include evidence-based non-pharmacologic options, appropriate first- and second-line pharmacologic therapies, functional goals, referral indications, and documentation tips to support your treatment decisions."
A structured chronic pain framework supports safe, evidence-based care and provides defensible documentation for complex cases.
5. Prescribing & Pharmacology
Prompt 21: Drug Interaction Checker Narrative
"A patient is taking warfarin, metronidazole, and lisinopril. Identify any significant drug interactions, explain the mechanism of each interaction, describe the clinical consequences, and recommend monitoring parameters or medication adjustments."
Understanding interaction mechanisms — not just flags — helps NPs make informed prescribing decisions and counsel patients effectively.
Prompt 22: Antibiotic Selection Guide
"I'm treating a 29-year-old non-pregnant female with uncomplicated lower urinary tract infection. She has a documented penicillin allergy (rash only, no anaphylaxis). Recommend first-line and alternative antibiotic options based on current IDSA guidelines, include dosing, duration, and any necessary counseling points."
Antibiotic selection guidance grounded in current guidelines supports antimicrobial stewardship and appropriate allergy cross-reactivity assessment.
Prompt 23: Controlled Substance Prescribing Checklist
"Create a pre-prescribing checklist for initiating a Schedule II stimulant medication (amphetamine salts) for a 22-year-old with ADHD. Include documentation requirements, PDMP query reminder, urine drug screen considerations, risk-benefit discussion points, follow-up schedule, and key monitoring parameters."
A structured checklist reduces prescribing risk, supports compliance with DEA and state regulations, and documents due diligence.
Prompt 24: Deprescribing Conversation Guide
"I have an 82-year-old patient on 11 medications who is experiencing falls and cognitive slowing. Help me identify medication classes that are commonly inappropriate in elderly patients using Beers Criteria, and write a patient-centered script for introducing the concept of deprescribing in a way that doesn't alarm the patient or undermine trust."
Deprescribing is an underutilized skill in geriatric care; a communication guide makes these conversations more structured and less awkward.
Prompt 25: Off-Label Medication Use Justification
"I'm considering using low-dose naltrexone (LDN) off-label for a patient with fibromyalgia who has not responded to duloxetine or pregabalin. Summarize the current evidence base, what dosing is typically used in studies, potential side effects, and how I would document the off-label use discussion in the chart."
Off-label prescribing decisions benefit from a clear evidence summary and documentation framework to support both clinical and legal defensibility.
6. Care Coordination & Interdisciplinary Collaboration
Prompt 26: Transition of Care Summary
"Write a transitions-of-care summary for a 74-year-old male being discharged from the hospital after a 4-day admission for community-acquired pneumonia. He is being transitioned to outpatient primary care follow-up with me. Include a summary of the hospitalization, discharge medications with changes highlighted, pending results, follow-up instructions, and 30-day readmission risk factors to monitor."
A thorough transition summary reduces medication errors, prevents care gaps, and is one of the highest-impact interventions for reducing 30-day readmissions.
Prompt 27: Specialist Communication Template
"Create a professional, concise phone consultation template I can use when calling a specialist for curbside advice. Include fields for patient demographics, reason for consultation, brief relevant history, current medications, specific question for the specialist, and a section to document their recommendations and my follow-up plan."
A structured curbside consultation template makes specialist communication faster, more professional, and fully documented.
Prompt 28: Interdisciplinary Team Huddle Agenda
"Create a 15-minute daily huddle agenda template for an outpatient primary care team that includes an NP, MD, RN care manager, and behavioral health consultant. Structure it to efficiently cover high-risk patient flags, care gaps, pending results, and workflow issues without running over time."
A focused huddle agenda keeps interdisciplinary teams aligned, surfaces high-risk patients proactively, and strengthens team communication culture.
Prompt 29: Social Determinants of Health Screening Follow-Up
"A patient's SDOH screening reveals food insecurity, housing instability, and transportation barriers to care. Write a care coordination note documenting these findings and outline a practical action plan including community resources to connect them with, ICD-10 Z-codes to document social risk, and how to flag this patient for care management follow-up."
Documenting and acting on SDOH findings is both a quality measure imperative and a direct driver of health equity in your patient population.
Prompt 30: Population Health Management Report
"Help me design a brief population health report template for my panel of Type 2 diabetes patients. Include key quality metrics to track (HbA1c control, eye exam completion, nephropathy screening, statin use), how to stratify patients by risk level, and interventions appropriate for each tier."
Panel management thinking helps NPs shift from reactive, visit-based care to proactive, population-level chronic disease management.
7. Professional Development & Career Growth
Prompt 31: CEU Study Guide Creator
"I need to complete 10 hours of continuing education in cardiovascular disease management. Create a structured 2-week self-study plan that includes key topics to review (heart failure guidelines, atrial fibrillation management, lipid management updates), reputable free and paid CEU resources, and a daily study schedule I can realistically follow while working full-time."
A personalized CEU study plan makes professional development more intentional and achievable within the time constraints of clinical practice.
Prompt 32: NP Job Interview Preparation
"I'm interviewing for a primary care NP position at a federally qualified health center serving an underserved urban population. Generate 10 likely interview questions tailored to this setting and population, provide strong example answers using the STAR method, and suggest 5 thoughtful questions I should ask the hiring manager."
Role-specific interview prep builds confidence and helps NPs articulate their clinical philosophy and competencies in ways that resonate with specific employers.
Prompt 33: Clinical Protocol Summary
"Summarize the current ACC/AHA guidelines for the management of dyslipidemia in adults in a concise, clinician-facing quick-reference format. Include risk stratification criteria, LDL treatment targets by risk category, first- and second-line statin intensity recommendations, and when to add non-statin therapy. Format it as a one-page cheat sheet."
Guideline summaries formatted for quick clinical reference reduce time spent searching full documents during busy patient care days.
Prompt 34: Peer Feedback and Performance Review Language
"Help me write a self-assessment for my annual performance review as an NP in a busy family practice. I want to highlight my work reducing 30-day readmissions for my CHF panel by 18%, my completion rate for preventive screenings, and my leadership in onboarding two new NP graduates. Write this in a professional, confident tone that quantifies impact where possible."
Strong self-assessment language helps NPs advocate for their contributions, support promotion cases, and build their professional narrative.
Prompt 35: Burnout Recovery and Boundary-Setting Plan
"I'm an NP experiencing signs of burnout — exhaustion after shifts, difficulty detaching from work, and decreasing job satisfaction. Help me create a 30-day personal wellness plan that includes practical boundary-setting strategies for clinical settings, evidence-based self-care interventions for healthcare professionals, and how to have a constructive conversation with my supervisor about workload sustainability."
Addressing burnout proactively is not a luxury — it is a patient safety issue, and having a structured plan makes sustainable practice change more likely.
These 35 prompts cover the full breadth of nurse practitioner work, from the exam room to the chart to the conference room. The more specific and detailed you make each prompt with your patient's actual data and context, the more clinically useful ChatGPT's responses will be. Treat it as a knowledgeable colleague you're briefing — not a search engine.
Want all 35 prompts in a convenient, copy-paste format? Get the complete AI Prompt Toolkit for this profession →
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