Zone of Proximal Development Practice Lessons
THU-MAIC/OpenMAIC
Designs a review-and-practice lesson around an independent first attempt, targeted feedback, supported practice, a fresh independent check and a next step.
A skill your agent uses when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan, course-specific rollout, or recommended tutor configuration based on a learning…
Install Matlab Plan Tutor Adoption
$ npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/agent-skills-playground matlab-plan-tutor-adoption --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/matlab/agent-skills-playground.git skills-src && mkdir -p .claude/skills && cp -r skills-src/demos/ai-tutoring/skills/matlab-plan-tutor-adoption .claude/skills/matlab-plan-tutor-adoption && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "matlab-plan-tutor-adoption" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/ai-tutoring/skills/matlab-plan-tutor-adoption into .claude/skills/matlab-plan-tutor-adoption/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-plan-tutor-adoption", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/matlab/agent-skills-playground/tree/main/demos/ai-tutoring/skills/matlab-plan-tutor-adoptionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/agent-skills-playground matlab-plan-tutor-adoption --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/agent-skills-playground.git skills-src && mkdir -p .agents/skills && cp -r skills-src/demos/ai-tutoring/skills/matlab-plan-tutor-adoption .agents/skills/matlab-plan-tutor-adoption && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "matlab-plan-tutor-adoption" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/ai-tutoring/skills/matlab-plan-tutor-adoption into .agents/skills/matlab-plan-tutor-adoption/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-plan-tutor-adoption", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/agent-skills-playground matlab-plan-tutor-adoption --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/agent-skills-playground.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/demos/ai-tutoring/skills/matlab-plan-tutor-adoption .cursor/skills/matlab-plan-tutor-adoption && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "matlab-plan-tutor-adoption" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/ai-tutoring/skills/matlab-plan-tutor-adoption into .cursor/skills/matlab-plan-tutor-adoption/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-plan-tutor-adoption", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/matlab/agent-skills-playground.git --path demos/ai-tutoring/skills/matlab-plan-tutor-adoption--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/agent-skills-playground matlab-plan-tutor-adoption --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/agent-skills-playground.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/demos/ai-tutoring/skills/matlab-plan-tutor-adoption .gemini/skills/matlab-plan-tutor-adoption && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "matlab-plan-tutor-adoption" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/ai-tutoring/skills/matlab-plan-tutor-adoption into .gemini/skills/matlab-plan-tutor-adoption/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-plan-tutor-adoption", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install matlab/agent-skills-playground matlab-plan-tutor-adoptionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/matlab/agent-skills-playground.git skills-src && mkdir -p .github/skills && cp -r skills-src/demos/ai-tutoring/skills/matlab-plan-tutor-adoption .github/skills/matlab-plan-tutor-adoption && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "matlab-plan-tutor-adoption" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/ai-tutoring/skills/matlab-plan-tutor-adoption into .github/skills/matlab-plan-tutor-adoption/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-plan-tutor-adoption", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install matlab/agent-skills-playground matlab-plan-tutor-adoption --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/agent-skills-playground.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/demos/ai-tutoring/skills/matlab-plan-tutor-adoption .opencode/skills/matlab-plan-tutor-adoption && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "matlab-plan-tutor-adoption" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/ai-tutoring/skills/matlab-plan-tutor-adoption into .opencode/skills/matlab-plan-tutor-adoption/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-plan-tutor-adoption", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
matlab-plan-tutor-adoption- GitHub stars
- 183
- Token cost
- ~867 tokens
- SKILL.md length
- 403 words
- Files
- 3 (incl. references)
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan, course-specific rollout, or recommended tutor configuration based on a learning…
- Works in 9 steps: Restate the inferred course or learning… → Identify the best-fit teaching context… → Recommend the MATLAB AI tutor skill… → …
- An instructor asks for a MATLAB AI tutor setup guide
- SKILL.md covers Purpose, Input Handling, Guide Workflow and Output Rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Matlab Plan Tutor Adoption is an agent skill from matlab/agent-skills-playground. Use when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan, course-specific rollout, or recommended tutor configuration based on a learning objective, course title, course description, module description, or lab description.
Its SKILL.md is about 870 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/research-summary.md` and `references/setup-guide-template.md`).
It sits in Education, covering Tutoring and explanations and Lesson planning. The repository describes itself as: A sandbox for prototyping and demonstrating Agent Skills for MATLAB and Simulink work.
When your agent uses it
- An instructor asks for a MATLAB AI tutor setup guide
- Course-specific rollout
- Recommended tutor configuration based on a learning objective
- Course description
Example prompts
- “/matlab-plan-tutor-adoption”
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Restate the inferred course or learning objective in one sentence.
- Identify the best-fit teaching context and why it fits.
- Recommend the MATLAB AI tutor skill sequence for that context.
- Provide an instructor-ready starter prompt that can be used with students.
- Define guardrails for assignment or assessment use.
- Recommend matlab-create-ai-policy when the instructor needs a
- Propose a first-week pilot activity with one MCQ, one hands-on task, and one
- Explain how to review session reports and transcripts.
- Include a short revision loop: what the instructor should adjust after the
What it can do on your machine
Read from SKILL.md and the folder at commit 7b14a77. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Matlab Plan Tutor Adoption loads about 867 tokens when it runs, and up to ~3.9k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 403 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 403 words (~867 tokens).
“Generate a short instructor-facing setup guide that fits the provided learning objective, course title, course description, module description, or lab description.”
- name
- matlab-plan-tutor-adoption
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
Files
SKILL.md and 2 other files (references) in demos/ai-tutoring/skills/matlab-plan-tutor-adoption of matlab/agent-skills-playground.
- SKILL.md
- references/research-summary.md
- references/setup-guide-template.md
Open the folder on GitHubat commit 7b14a77
Compare with similar skills
Matlab Plan Tutor Adoption next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Matlab Plan Tutor Adoption this skillmatlab/agent-skills-playground | 183 | — | ~867 | Automated safety check: Pass | Custom licence | |
| Zone of Proximal Development Practice LessonsTHU-MAIC/OpenMAIC | 40k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Learndair-ai/dair-academy-plugins | 614 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Feynman Learning Cycle ClassroomTHU-MAIC/OpenMAIC | 40k | — | ~955 | Automated safety check: Pass | MIT | |
| Learning to Learn (OpenMAIC)THU-MAIC/OpenMAIC | 40k | — | ~502 | Automated safety check: Pass | MIT | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Matlab Plan Tutor Adoption
What does Matlab Plan Tutor Adoption do?
A skill your agent uses when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan, course-specific rollout, or recommended tutor configuration based on a learning…. Matlab Plan Tutor Adoption is an agent skill from matlab/agent-skills-playground. Use when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan, course-specific rollout, or recommended tutor configuration based on a learning objective, course title, course description, module description, or lab description.
When should I use Matlab Plan Tutor Adoption?
Matlab Plan Tutor Adoption fits situations like: an instructor asks for a MATLAB AI tutor setup guide; course-specific rollout; recommended tutor configuration based on a learning objective; course description.
How do I install Matlab Plan Tutor Adoption in Claude Code?
Run `npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a claude-code`. Or copy the skill folder (demos/ai-tutoring/skills/matlab-plan-tutor-adoption in matlab/agent-skills-playground) into .claude/skills/matlab-plan-tutor-adoption in your project. Claude Code loads it when a task matches its description.
How do I install Matlab Plan Tutor Adoption in Codex?
Run `npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a codex`. Or copy the skill folder (demos/ai-tutoring/skills/matlab-plan-tutor-adoption in matlab/agent-skills-playground) into .agents/skills/matlab-plan-tutor-adoption in your project. Codex loads it when a task matches its description.
Can I use Matlab Plan Tutor Adoption in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add matlab/agent-skills-playground --skill matlab-plan-tutor-adoption -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/matlab-plan-tutor-adoption, .gemini/skills/matlab-plan-tutor-adoption, .github/skills/matlab-plan-tutor-adoption and .opencode/skills/matlab-plan-tutor-adoption in your project.
What does Matlab Plan Tutor Adoption need to run?
SKILL.md names no scripts, command-line tools or credentials: Matlab Plan Tutor Adoption is instructions for the agent only.
Does Matlab Plan Tutor Adoption access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Matlab Plan Tutor Adoption safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Matlab Plan Tutor Adoption use?
Matlab Plan Tutor Adoption has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Matlab Plan Tutor Adoption use?
About 867 tokens (SKILL.md is roughly 3.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3k tokens, read only when the agent opens those files.
What are the alternatives to Matlab Plan Tutor Adoption?
Skills that share tags, products or a category with Matlab Plan Tutor Adoption: Zone of Proximal Development Practice Lessons (THU-MAIC/OpenMAIC, 40k stars), Learn (dair-ai/dair-academy-plugins, 614 stars), Feynman Learning Cycle Classroom (THU-MAIC/OpenMAIC, 40k stars) and Learning to Learn (OpenMAIC) (THU-MAIC/OpenMAIC, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Matlab Plan Tutor Adoption?
matlab (a GitHub organization) maintains it in matlab/agent-skills-playground, which has 183 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 8, 2026.
Source: matlab/agent-skills-playground on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.