Matlab
K-Dense-AI/scientific-agent-skills
Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows.
A skill your agent uses for guided MBSE work in MATLAB — starting a new project, resuming work mid-workflow on an existing project, or answering orientation questions about how the MBSE skills fit…
Custom licenceAuto-check passed
Install Mbse Workflow
$ npx skills add matlab/agent-skills-playground --skill mbse-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/agent-skills-playground mbse-workflow --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/mbse-with-agentic-ai/skills/mbse-workflow .claude/skills/mbse-workflow && 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 "mbse-workflow" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/mbse-with-agentic-ai/skills/mbse-workflow into .claude/skills/mbse-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mbse-workflow", 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/mbse-with-agentic-ai/skills/mbse-workflowType 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 mbse-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/agent-skills-playground mbse-workflow --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/mbse-with-agentic-ai/skills/mbse-workflow .agents/skills/mbse-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mbse-workflow" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/mbse-with-agentic-ai/skills/mbse-workflow into .agents/skills/mbse-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mbse-workflow", 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 mbse-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/agent-skills-playground mbse-workflow --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/mbse-with-agentic-ai/skills/mbse-workflow .cursor/skills/mbse-workflow && 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 "mbse-workflow" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/mbse-with-agentic-ai/skills/mbse-workflow into .cursor/skills/mbse-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mbse-workflow", 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/mbse-with-agentic-ai/skills/mbse-workflow--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 mbse-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/agent-skills-playground mbse-workflow --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/mbse-with-agentic-ai/skills/mbse-workflow .gemini/skills/mbse-workflow && 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 "mbse-workflow" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/mbse-with-agentic-ai/skills/mbse-workflow into .gemini/skills/mbse-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mbse-workflow", 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 mbse-workflowInstalls 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 mbse-workflow -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/mbse-with-agentic-ai/skills/mbse-workflow .github/skills/mbse-workflow && 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 "mbse-workflow" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/mbse-with-agentic-ai/skills/mbse-workflow into .github/skills/mbse-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mbse-workflow", 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 mbse-workflow -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 mbse-workflow --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/mbse-with-agentic-ai/skills/mbse-workflow .opencode/skills/mbse-workflow && 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 "mbse-workflow" agent skill from https://github.com/matlab/agent-skills-playground/tree/main/demos/mbse-with-agentic-ai/skills/mbse-workflow into .opencode/skills/mbse-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mbse-workflow", 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
mbse-workflow- GitHub stars
- 183
- Token cost
- ~10k tokens
- SKILL.md length
- 4,494 words
- Files
- 4
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses for guided MBSE work in MATLAB — starting a new project, resuming work mid-workflow on an existing project, or answering orientation questions about how the MBSE skills fit…
- Works in 11 steps: Interview and Project Setup → Requirements → Functional Architecture → …
- Guided MBSE work in MATLAB — starting a new project
- SKILL.md covers Skills by phase (at-a-glance…, Project folder layout, Cross-Phase Dependencies and How to conduct this session, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Mbse Workflow is an agent skill from matlab/agent-skills-playground. Use this skill for guided MBSE work in MATLAB — starting a new project, resuming work mid-workflow on an existing project, or answering orientation questions about how the MBSE skills fit together. Trigger when the user says they want to create, start, or set up a new MBSE project; work on a model-based systems engineering / RFLPV project; or asks which skill covers which phase. Walks through phases one at a time — propose → approve → generate → run → confirm. Use proactively whenever someone mentions starting or…
Its SKILL.md is about 10k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `templates/decisions.md` and `templates/plan.md`).
The repository describes itself as: A sandbox for prototyping and demonstrating Agent Skills for MATLAB and Simulink work.
When your agent uses it
- Guided MBSE work in MATLAB — starting a new project
- Resuming work mid-workflow on an existing project
- Answering orientation questions about how the MBSE skills fit together
- The user says they want to create
Example prompts
- “/mbse-workflow”
Workflow steps
11 steps, taken from the step headings in SKILL.md.
- Interview and Project Setup
- Requirements
- Functional Architecture
- Logical Architecture
- Physical Architecture
- F→L Allocation Set
- L→P Allocation Set
- Requirements Allocation
- Analysis (Optional)
- Test Cases
- Build All and Final Summary
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 (its code samples are matlab).
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
Mbse Workflow loads about 10k tokens when it runs. Until then it costs about 140 tokens; SKILL.md has 4,494 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 4,494 words (~10,092 tokens).
“This skill walks through an MBSE project one phase at a time — for greenfield setup and for resuming an existing project mid-workflow. At each phase: propose → get approval → generate script → run it → checkpoint. If the…”
- name
- mbse-workflow
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
Files
SKILL.md and 3 other files in demos/mbse-with-agentic-ai/skills/mbse-workflow of matlab/agent-skills-playground.
- SKILL.md
- code/setupMBSEProject.m
- templates/decisions.md
- templates/plan.md
Open the folder on GitHubat commit 7b14a77
Compare with similar skills
Mbse Workflow 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 |
|---|---|---|---|---|---|---|
| Mbse Workflow this skillmatlab/agent-skills-playground | 183 | — | ~10k | Automated safety check: Pass | Custom licence | |
| MatlabK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~4.1k | Automated safety check: Notes | MIT | |
| StartDonchitos/Claude-Code-Game-Studios | 26k | — | ~6.5k | Automated safety check: Pass | MIT | |
| Write Guidesremix-run/remix | 33k | — | ~2.6k | Automated safety check: Pass | MIT | |
| Write Guidevercel/next.js | 143k | — | ~1.6k | Automated safety check: Pass | MIT | |
| MatlabzLanqing/codex-claude-academic-skills | 4.7k | 8 repos | ~2.3k | Automated safety check: Notes | GPL-3.0 |
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Questions about Mbse Workflow
What does Mbse Workflow do?
A skill your agent uses for guided MBSE work in MATLAB — starting a new project, resuming work mid-workflow on an existing project, or answering orientation questions about how the MBSE skills fit…. Mbse Workflow is an agent skill from matlab/agent-skills-playground. Use this skill for guided MBSE work in MATLAB — starting a new project, resuming work mid-workflow on an existing project, or answering orientation questions about how the MBSE skills fit together.
When should I use Mbse Workflow?
Mbse Workflow fits situations like: guided MBSE work in MATLAB — starting a new project; resuming work mid-workflow on an existing project; answering orientation questions about how the MBSE skills fit together; the user says they want to create.
How do I install Mbse Workflow in Claude Code?
Run `npx skills add matlab/agent-skills-playground --skill mbse-workflow -a claude-code`. Or copy the skill folder (demos/mbse-with-agentic-ai/skills/mbse-workflow in matlab/agent-skills-playground) into .claude/skills/mbse-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Mbse Workflow in Codex?
Run `npx skills add matlab/agent-skills-playground --skill mbse-workflow -a codex`. Or copy the skill folder (demos/mbse-with-agentic-ai/skills/mbse-workflow in matlab/agent-skills-playground) into .agents/skills/mbse-workflow in your project. Codex loads it when a task matches its description.
Can I use Mbse Workflow 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 mbse-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mbse-workflow, .gemini/skills/mbse-workflow, .github/skills/mbse-workflow and .opencode/skills/mbse-workflow in your project.
What does Mbse Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Mbse Workflow is instructions for the agent only.
Does Mbse Workflow 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 Mbse Workflow 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 Mbse Workflow use?
Mbse Workflow 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 Mbse Workflow use?
About 10k tokens (SKILL.md is roughly 40k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Mbse Workflow?
Skills that share tags, products or a category with Mbse Workflow: Matlab (K-Dense-AI/scientific-agent-skills, 48k stars), Start (Donchitos/Claude-Code-Game-Studios, 26k stars), Write Guides (remix-run/remix, 33k stars) and Write Guide (vercel/next.js, 143k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mbse Workflow?
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.