MedMasters Collaborative
NCLEX-RN Study Prompt Generator
Build evidence-based AI prompts for NCLEX-RN practice questions, aligned to the NCSBN Test Plan and the Clinical Judgment Measurement Model. Generates questions sourced exclusively from accepted EBM references.
Evidence-Based Sources Only
How It Works
Generate Prompt
Build a CJMM-aligned prompt mapped to your Client Needs category
Copy to AI
Paste into ChatGPT, Claude, or any AI assistant
Get Questions
AI returns NCLEX-style items with EBM-cited rationales
Practice & Review
Work the quiz, then review the rationale and evidence base
Choose Your Cognitive Layer
The NCSBN Clinical Judgment Measurement Model defines six cognitive skills nurses use at the point of care. Select the layer that matches your current study goal.
Layer 1: Foundational Knowledge
Recall normal lab values, anatomy, drug classifications, and disease basics. Establishes the knowledge base before clinical reasoning.
CJMM: Recognize Cues
Layer 2: Clinical Reasoning
Interpret cues, recognize abnormal findings, link signs and symptoms to pathophysiology, and identify the most likely client problem.
CJMM: Analyze Cues, Prioritize Hypotheses
Layer 3: Clinical Judgment
Generate appropriate nursing solutions, prioritize interventions, and select the most therapeutic action for a given client situation.
CJMM: Generate Solutions, Take Actions
Layer 4: Integrated NGN Case
Work extended unfolding cases. Evaluate intervention outcomes, reassess based on changing data, and integrate all six cognitive skills.
CJMM: All Six Skills, Evaluate Outcomes
Choose Question Format
Includes traditional NCLEX item types and Next Generation NCLEX (NGN) formats introduced by NCSBN in April 2023.
Choose a Client Needs Category
All eight subcategories from the current NCSBN NCLEX-RN Test Plan, with their actual percentage distribution on the exam.
Safe and Effective Care
Management of Care
15 to 21 percent
Delegation, scope of practice, ethical and legal issues, advocacy, prioritization, case management, informed consent
Safe and Effective Care
Safety and Infection Control
10 to 16 percent
Standard and transmission-based precautions, error prevention, restraints, emergency response, hazardous materials, ergonomic principles
Health Promotion
Health Promotion and Maintenance
6 to 12 percent
Developmental stages, immunizations, screenings, lifestyle counseling, prenatal and postpartum care, lactation, aging
Psychosocial Integrity
Psychosocial Integrity
6 to 12 percent
Mental health disorders, therapeutic communication, grief and loss, abuse and neglect, substance use, crisis intervention, end of life
Physiological Integrity
Basic Care and Comfort
6 to 12 percent
ADLs, mobility, nutrition and hydration, sleep, elimination, non-pharmacological pain interventions, palliative care, assistive devices
Physiological Integrity
Pharmacological and Parenteral Therapies
13 to 19 percent
Medication administration, IV therapy, blood products, dosage calculation, adverse effects, central lines, TPN, chemotherapy
Physiological Integrity
Reduction of Risk Potential
9 to 15 percent
Diagnostic tests, lab values, complications of procedures, vital signs interpretation, body system alterations, potential for surgical complications
Physiological Integrity
Physiological Adaptation
11 to 17 percent
Pathophysiology, medical emergencies, hemodynamics, fluid and electrolyte imbalance, advanced disease management, illness exacerbations
Enter Your Study Topics
List specific concepts within your selected Client Needs category. The more focused, the better the practice.
Evidence Sources Locked Into the Prompt
NCSBN NCLEX-RN Test Plan
ANA Standards of Practice
AACN Essentials
CDC Clinical Guidelines
AHA and ACC Guidelines
ADA Standards of Care
GOLD COPD Guidelines
JNC 8 Hypertension
Cochrane Systematic Reviews
Joanna Briggs Institute
AHRQ Clinical Practice
USPSTF Recommendations
Specialty Society Guidelines
Current Edition Nursing Texts
Example Topics by Client Needs Category
Management of Care: RN vs LPN delegation, AP scope, prioritization frameworks, advance directives
Safety and Infection Control: isolation precautions, PPE sequence, sterile technique, fall prevention
Pharmacology: anticoagulants, insulin types, antibiotic classes, opioid antidotes, lab monitoring
Risk Reduction: ABG interpretation, electrolyte values, post-op complications, telemetry rhythms
Physiological Adaptation: sepsis, DKA, MI, stroke, ARDS, shock states, ICP management
Maternal Newborn: stages of labor, postpartum hemorrhage, preeclampsia, newborn assessment
Pediatrics: developmental milestones, croup vs epiglottitis, dehydration, immunization schedule
Psychosocial: SI risk assessment, therapeutic communication, lithium toxicity, ECT care
Your Generated Prompt
Prompt copied, paste into your AI tool now
NCLEX-RN Study Prompt Generator
A MedMasters Collaborative tool
How It Works
- 1 Choose your settings, including a CJMM cognitive layer, NCLEX item type, Client Needs category, and your specific topics.
- 2 Generate and copy. Your custom prompt is built automatically with EBM source restrictions baked in.
- 3 Paste into any AI. Open ChatGPT, Claude, or Gemini and paste. The AI runs your practice exam live in the chat window.
- 4 Work all questions first. Questions appear upfront as a quiz. The full answer key with EBM-cited rationales comes after a divider.
Why This Tool Is Different
Most AI question generators hallucinate clinical content because they pull from anywhere on the open web. This generator restricts the source pool to NCSBN, ANA, AACN, CDC, AHA, ADA, GOLD, JNC, Cochrane, JBI, AHRQ, USPSTF, and current edition nursing textbooks. Rationales must reference the evidence base. If a topic falls outside accepted sources, the AI is required to flag it instead of inventing content.
For focused remediation on weak topics, use this tool. For a broad NCLEX-style mock exam distributed across all eight Client Needs categories at exam-weighted percentages, build that separately.
