Yes, and scenario-based exercises are genuinely one of AI’s strongest outputs for practical skills courses. The key is giving Claude a scenario that feels like something your students actually encounter — not a textbook example, but a situation that makes your students think “that happens to me.” The more recognisable the scenario, the more seriously students take the exercise.
What Makes a Scenario Work
A scenario that works for a practical skills exercise has three elements. First, a realistic situation with enough detail that students can picture it — not “a teacher has a problem with a student” but “a coach is three sessions into a programme with a client who keeps missing her action steps and deflecting in calls.” Second, a decision point where the skill being taught is directly relevant — what does the coach do next? Third, enough ambiguity that there is no obvious single right answer, only better and worse answers depending on what the student has learned.
That ambiguity is important. If the scenario has only one obviously correct response, students can solve it by process of elimination rather than by applying the skill. The scenario should require the skill to navigate well — not just to identify the right buzzword.
How to Get Claude to Build the Right Scenario
Give Claude a real example from your own practice to work from — not a made-up hypothetical. Tell it: “Here is a type of situation my students encounter in their work: [describe it in detail]. I am teaching [skill]. Design a scenario exercise that puts students in this situation and requires them to use [skill] to respond. Include a two-paragraph scenario description, three to five specific questions students must answer, and a list of what a strong response would demonstrate.”
The questions are where the exercise gets its teeth. Avoid questions that can be answered with yes or no. The best scenario exercise questions are: “What would you do in the next 24 hours and why?”, “What does this situation tell you about the underlying dynamic?”, “What would you need to know before deciding, and how would you find it out?”, and “What would you avoid doing, and why?” Claude will generate these at the right level if you ask for questions that require genuine reasoning.
Ask Claude to also write a facilitator guide for the scenario — the debrief structure you use in the live session to process student responses, including the common mistakes students make and how to address each one. That debrief guide turns a standalone exercise into live session prep.
What This Means for Educators
Practical skills courses that use scenario-based exercises produce graduates who can actually perform the skill, not just describe it. Coaches who have practiced difficult client conversations in a safe scenario before the real thing handle them better. Educators who have worked through curriculum design scenarios before building their first module make fewer structural mistakes. The practice in simulation transfers to performance in reality.
Building a library of scenarios from your own practice — described to Claude, which then scaffolds the exercise — is one of the best investments of time you can make in your course materials.
The Bottom Line
Your experience is the raw material. Claude builds the exercise around it. Real scenarios from your practice, structured by AI into a proper exercise format, produce the most useful practical skills training your students will get.