matlab-plan-tutor-adoptionlisted

# MATLAB AI Tutor Instructor Setup Guide ## Purpose Generate a short instructor-facing setup guide that fits the provided learning objective, course title, course description, module description, or lab description. Treat the user's provided objective or course description as the guide input. If the input is missing, ask for one sentence describing the course, module, or learning objective before generating the guide. ## Input Handling Use the input argument to infer the best-fit teaching context: - introductory MATLAB programming course; - engineering computation course; - data analysis lab; - graded homework, lab, project, quiz, or exam support; - mixed or uncertain context. If multiple contexts fit, choose the primary context and add a short note about secondary considerations. Do not ask follow-up questions unless the input is too vague to identify a course goal. ## Guide Workflow 1. Restate the inferred course or learning objective in one sentence. 2. Identify the best-fit teaching context and why it fits. 3. Recommend the MATLAB AI tutor skill sequence for that context. 4. Provide an instructor-ready starter prompt that can be used with students. 5. Define guardrails for assignment or assessment use. 6. Recommend `matlab-create-ai-policy` when the instructor needs a learner-facing AI-use policy or local tutoring-session enforcement file. 7. Propose a first-week pilot activity with one MCQ, one hands-on task, and one reflection or transcript/report review