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MATLAB AI Tutor Course Policy Builder

Interviews an instructor and generates an AI-POLICY.md that can be posted to an LMS and enforced by MATLAB AI tutoring guardrails.

EducationIntermediate★ 173⑂ 31AI score 7/10Last updated: Aug 12, 2026

What it does

  • Runs a short, structured interview (max three questions per round) covering course details, overall AI stance, and per-activity rules for homework, labs, projects, quizzes, and exams.
  • Separates permitted tutor help (concept explanations, debugging, code review, analogous examples) from restricted help (final solutions, answer keys, bypassing hidden tests).
  • Writes AI-POLICY.md into the working directory with disclosure requirements, data/privacy boundaries, effective date, and review cadence.
  • Embeds a "Local MATLAB AI Tutor Enforcement" section plus a compact rules block that the companion guardrails skill reads at session start.
  • Refuses to invent institutional or honor-code language; unclear items become conservative defaults with placeholders.

Who it's for

  • Instructors teaching MATLAB who are piloting an AI tutor for graded work
  • Faculty who need one clear, LMS-ready AI-use policy across all assignment types
  • Program coordinators drafting consistent AI guidelines for a course sequence

Example uses

  1. "Create an AI-use policy for my intro MATLAB course this term" → produces a learner-facing AI-POLICY.md.
  2. Provide an existing syllabus and ask it to extract what it can and only ask about gaps.
  3. Set differentiated strictness — AI prohibited on exams, debugging-only on homework — and have it reflected in the guardrail summary block.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/matlab/agent-skills-playground/HEAD/demos/ai-tutoring/skills/matlab-create-ai-policy/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the demos/ai-tutoring/skills/matlab-create-ai-policy folder from the GitHub repo matlab/agent-skills-playground into my ~/.claude/skills/matlab-create-ai-policy/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/matlab/agent-skills-playground.git && mkdir -p ~/.claude/skills && cp -r agent-skills-playground/demos/ai-tutoring/skills/matlab-create-ai-policy ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repository: git clone https://github.com/matlab/agent-skills-playground.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r agent-skills-playground/demos/ai-tutoring/skills/matlab-create-ai-policy ~/.claude/skills/
  5. Also copy the sibling skills in the same demo (e.g. matlab-apply-assignment-guardrails) so the generated policy is actually enforced during tutoring sessions.
  6. Change into your course folder, start Claude Code, and ask it to "create an AI-use policy for this course".
  7. Answer the interview questions; AI-POLICY.md is written to that folder.
View source on GitHub ↗License: NOASSERTION