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MATLAB AI Tutor Course Policy Builder

Interviews an instructor in short rounds and generates an LMS-ready AI-POLICY.md that MATLAB AI tutoring guardrails can enforce locally.

EducationBeginner★ 184⑂ 33AI score 7/10Last updated: Oct 9, 2026

What it does

  • Runs a structured interview (max three questions per round) covering nine required policy items: course identity, overall AI stance, per-activity rules, attribution, privacy, enforcement level, review cadence.
  • Extracts answers from an existing syllabus or policy first, then asks only about gaps.
  • Writes a learner-facing AI-POLICY.md in the current working directory after confirming interpreted choices.
  • Separates allowed tutor help (concept explanations, debugging, code review, tests, reflection) from restricted help (final solutions, answer keys, hidden-test bypass, pre-attempt polishing).
  • Adds "Local MATLAB AI Tutor Enforcement" and "Policy Summary for Tutor Guardrails" blocks so assignment guardrails can read and apply the policy.
  • Refuses to invent institutional or honor-code language; unclear items become conservative-default placeholders.

Who it's for

  • Instructors and TAs piloting an AI tutor in MATLAB-based engineering or math courses
  • Educators who must document AI rules for graded work
  • Anyone wanting the LMS-posted policy and the tool's actual behavior to match

Examples

  1. "Draft an AI policy for next term's Numerical Methods course" → interview, then AI-POLICY.md.
  2. Hand it an existing syllabus; it mines answers and only asks what's missing.
  3. "No AI on exams, debugging-only on homework" → calibrated wording drawn from the bundled policy examples.

· · · 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 repo: 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. Verify the references/ folder and example policy came along — the skill reads them.
  6. Also copy matlab-apply-assignment-guardrails from the same demo if you want the policy actually enforced during tutoring sessions.
  7. Change into your course folder, start Claude Code, and ask: "Create a course AI-use policy for my class."
View source on GitHub ↗License: NOASSERTION