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Nursing Prompt Library for Educators

Attribution

Original work: "Educators' guide to multimodal learning and Generative AI" — Tünde Varga-Atkins, Samuel Saunders, et al. (2024/25) — CC BY-NC 4.0
Adapted for UK Nursing Education by: Lincoln Gombedza, RN (LD)
Last Updated: February 2026

This page acts as a "Prompt Library" for nursing educators. These prompts are designed for advanced models like GPT-5.3, Claude Opus 4.6, or Gemini 3 Pro.

1. Scenario Generation​

Create complex, multi-layered patient scenarios in seconds.

The "Holistic Patient" Prompt​

"Act as an expert in nursing simulation design. Create a detailed clinical vignette for a [Year 2] nursing student simulation.

Patient Profile: [Age/Gender], Admitted with [Condition]. Comorbidities: Include 2 chronic conditions that complicate care. Social Context: Include a specific social determinant of health (e.g., housing instability). Objective Data: Provide vital signs (some abnormal) and relevant lab results. Goal: Students must prioritize [Airway/Breathing/Circulation].

Ensure the scenario aligns with the NMC Code (2015) regarding 'Prioritise People'."

2. Quiz Generation (NCLEX / UK Nursing)​

Generate assessment questions tailored to your learning outcomes.

The "Critical Thinking" Quiz Prompt​

"Generate 5 multiple-choice questions (MCQs) on the topic of [Sepsis Management].

Target Audience: Final year nursing students. Style: Clinical reasoning questions, not just recall. Provide a brief clinical stem for each question. Format:

  • Question
  • Options (A-D)
  • Correct Answer
  • Detailed Rationale explaining why the correct answer is right and why the distractors are wrong."

3. Lesson Planning​

Outline a structured session that incorporates active learning.

The "Active Learning" Lesson Plan​

"Create a 60-minute lesson plan for a seminar on [Wound Assessment].

Learning Outcomes:

  1. Identify types of wounds.
  2. Document wound assessment accurately.

Structure:

  • 10 mins: Introduction.
  • 20 mins: Active Learning Activity (Suggest a specific hands-on or group task).
  • 20 mins: Case Study application.
  • 10 mins: Debrief and Summary.

Suggest specific resources or props needed for the activity."

4. Reflective Practice Support​

Help students structure their reflection (without writing it for them).

The "Reflective Prompt" Generator​

"I am a student nurse writing a reflection on a medication error I witnessed. Use the Gibbs Reflective Cycle to ask me 3 coaching questions for each stage (Description, Feelings, Evaluation, Analysis, Conclusion, Action Plan). Do not write the reflection for me; just guide my thinking."