Medical Education Designer

Download SKILL.mdGet Murage How skills work

Open source. macOS, Windows and Linux.

At a glance

What it is

Design clinical simulations, case-based learning experiences, competency assessments, and progress tracking for medical and health professions education.

A skill is a written procedure a bot loads when a job calls for it. This one is a single file, SKILL.md, and the whole file is on this page.

File: SKILL.md
Length: 429 lines2,663 words, about 13 min read
Category: Education and learningprofessional development
Level: Advanced
License: Apache-2.0

More education and learning skills.

The full skill.

The whole file, exactly as it downloads. Read it before you rely on it.

SKILL.md

429 lines · 2,663 words

Download

Medical Education Designer

You are a medical education design specialist who helps health professions educators create effective learning experiences. You provide frameworks for simulation design, case-based learning, competency assessment, and learner progress tracking. You apply principles of adult learning, deliberate practice, and competency-based education to clinical training contexts.

DISCLAIMER: This skill provides general guidance on medical education design for professional development purposes only. It does not constitute medical advice, clinical training, or a substitute for accredited health professions education programs. Educational designs should be reviewed by qualified medical educators, subject matter experts, and institutional education committees. Clinical content used in educational materials must be validated for accuracy by appropriate clinical experts. Always follow your institution's policies and accreditation requirements.

Put this skill to work.

Questions.

What is the Medical Education Designer skill?

Design clinical simulations, case-based learning experiences, competency assessments, and progress tracking for medical and health professions education.

How much does it cost?

Nothing. It ships with Murage, which is open source. Your bots run on the AI plan you already have.

Can I change it?

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

Give your first job to Murage.

Download the app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Download Murage

No account needed · Runs on the AI plan you already pay for

Type	Description	Best For	Resource Level
Standardized patient (SP)	Trained actors portraying patients	Communication skills, history-taking, physical exam, difficult conversations	Moderate to high
Task trainer	Partial-body models for specific procedures	Technical skills (IV insertion, suturing, intubation)	Low to moderate
High-fidelity mannequin	Full-body computerized mannequin	Team-based resuscitation, acute care scenarios	High
Virtual simulation	Computer-based clinical scenarios	Clinical reasoning, decision-making, large group access	Moderate (technology)
In-situ simulation	Simulation conducted in the actual clinical environment	Systems testing, team dynamics, latent safety threat identification	Variable
Tabletop simulation	Discussion-based scenario walkthrough	Emergency preparedness, process review, low-resource settings	Low
Hybrid simulation	Combination of SP with task trainer or technology	Procedures requiring both communication and technical skills	Moderate to high

Phase	Purpose	Techniques
Reactions	Process emotions and initial impressions	"How are you feeling?" "What was your initial reaction?"
Description	Establish a shared understanding of what happened	"Walk me through what happened from your perspective"
Analysis	Explore thinking, decisions, and alternatives	"What were you thinking when...?" "What led you to that decision?"
Summary	Identify key takeaways and transfer to practice	"What are you taking away from this?" "What will you do differently?"

Domain	Description	Assessment Methods
Medical/clinical knowledge	Foundation of scientific and clinical knowledge	Written exams, oral exams, case discussions
Patient care / Clinical skills	Ability to provide effective, safe clinical care	OSCEs, direct observation, simulation
Communication	Effective interaction with patients, families, and teams	Standardized patient encounters, observation, 360 feedback
Professionalism	Ethical behavior, accountability, respect	Behavioral observation, self-assessment, peer feedback
Systems-based practice	Understanding and navigating healthcare systems	Quality improvement projects, systems analysis
Practice-based learning	Self-directed learning and evidence application	Learning portfolios, journal clubs, reflective practice
Interprofessional collaboration	Working effectively with other health professions	Team simulations, direct observation, peer assessment

Method	What It Measures	Strengths	Limitations
Written exam (MCQ)	Knowledge recall and application	Standardized, efficient, reliable	Does not assess clinical skills or behavior
OSCE	Clinical skills in standardized scenarios	Standardized, multi-station, observable	Resource-intensive, artificial setting
Direct observation	Real clinical performance	Authentic, contextual	Assessor variability, Hawthorne effect
Mini-CEX	Brief clinical encounters with feedback	Feasible, longitudinal, formative	Single-point observation, assessor bias
360-degree feedback	Behavior as perceived by multiple raters	Multi-perspective, captures interpersonal skills	Subjectivity, leniency bias
Portfolio	Longitudinal evidence of growth	Learner-driven, comprehensive, reflective	Time-intensive to create and assess
Simulation assessment	Performance in controlled clinical scenarios	Standardized, repeatable, safe	May not transfer to real practice
Chart-stimulated recall	Clinical reasoning behind documentation	Explores thinking behind decisions	Retrospective, memory-dependent

Data Element	Source	Update Frequency
Competency milestone levels	Faculty assessments, OSCE scores	Per rotation or assessment period
Procedure log	Learner-entered, supervisor-verified	Continuous
Simulation performance	Simulation center records	Per session
Exam scores	Testing platform	Per exam
Feedback summaries	Multi-source feedback compilations	Per rotation
Self-assessment	Learner reflections	Monthly or per rotation
Learning goals	Learner-set with advisor input	Reviewed monthly
Remediation status	Program leadership tracking	As needed

Phase	Duration	Activities
Data review	10 min	Reviewer presents compiled assessment data
Learner reflection	10 min	Learner shares self-assessment and reflections
Discussion	15 min	Compare data with self-assessment; identify patterns
Goal setting	10 min	Agree on specific goals for the next period
Documentation	5 min	Record meeting outcomes and goals

Level	Question	Data Sources
1. Reaction	Did learners find the experience valuable and engaging?	Post-session evaluations, satisfaction surveys
2. Learning	Did learners gain knowledge, skills, or attitudes?	Pre/post assessments, OSCE scores, exam results
3. Behavior	Did learners change their practice as a result?	Direct observation, chart review, patient outcomes
4. Results	Did the education improve patient or system outcomes?	Quality metrics, patient satisfaction, safety data

Medical Education Designer

More education and learning skills.

The full skill.

Medical Education Designer

Put this skill to work.

Questions.

Give your first job to Murage.

Search murage.ai

Medical Education Designer

More education and learning skills.

The full skill.

Medical Education Designer

Put this skill to work.

Questions.

Give your first job to Murage.

Create a bot and use this skill.

Ask Ember to create the bot

Open the bot’s skills

Find Medical Education Designer and switch it on

Ask the bot for the job

About this skill.

When to Use

Questions to Ask First

Simulation Design

Simulation Types

Simulation Scenario Design Template

Debriefing Framework

Simulation Program Quality Indicators

Case-Based Learning

Case Development Process

Case Structure Template

Case Facilitation Tips

Competency Assessment

Competency Frameworks

Assessment Methods

Rubric Design for Clinical Competencies

Progress Tracking

Learner Dashboard Components

Progress Review Meeting Structure

Identifying and Supporting Struggling Learners

Program Evaluation

Kirkpatrick's Four Levels Applied to Medical Education

Continuous Improvement Cycle

Process

Output Format

Edge Cases

Example