Agent skill

Mbse Architecture

by matlab in matlab/agent-skills-playground

A skill your agent uses for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional, Logical…

Custom licenceAuto-check passed

Install Mbse Architecture

skills CLI
$ npx skills add matlab/agent-skills-playground --skill mbse-architecture -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install matlab/agent-skills-playground mbse-architecture --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-architecture .claude/skills/mbse-architecture && rm -rf skills-src

Use ~/.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/

Facts

Skill name
mbse-architecture
GitHub stars
181
Token cost
~5k tokens
SKILL.md length
1,928 words
Files
10 (incl. references)
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

A skill your agent uses for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional, Logical…

  • Works in 3 steps: Functional-to-Logical Allocation Set → Logical-to-Physical Allocation Set → Architecture → Requirements Implement…
  • The architecture phases of an MBSE workflow in MATLAB
  • SKILL.md covers When to defer to…, Three-Model Architecture (RFLPV), Component Naming and Domains and Stereotype Properties — Set Up…, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mbse Architecture is an agent skill from matlab/agent-skills-playground. Use this skill for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional, Logical, Physical) with interface dictionaries, stereotype profiles, allocation sets, and requirements Implement links. Trigger for defining stereotype properties, functional-to-logical / logical-to-physical allocation, mapping requirements to components via slreq Implement links, or running quantitative roll-up analysis on the…

Its SKILL.md is about 5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including reference files (for example `references/analysis.md`).

The repository describes itself as: A sandbox for prototyping and demonstrating Agent Skills for MATLAB and Simulink work.

When your agent uses it

  • The architecture phases of an MBSE workflow in MATLAB
  • Writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional
  • Physical) with interface dictionaries
  • Stereotype profiles

Example prompts

  • “/mbse-architecture”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Functional-to-Logical Allocation Set
  2. Logical-to-Physical Allocation Set
  3. Architecture → Requirements Implement Links

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 Architecture loads about 5k tokens when it runs, and up to ~7.8k if it reads all its reference files. Until then it costs about 199 tokens; SKILL.md has 1,928 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~199
When it runs · the whole SKILL.md, loaded when a task matches
~5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~7.8k

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 1,928 words (~4,957 tokens).

“See the system-composer skill for the full System Composer API reference (interfaces, ports, connections, auto-layout). This skill covers the MBSE-specific decisions and patterns layered on top, plus allocation and analysis.”

— opening of SKILL.md by matlab, Custom licence
name
mbse-architecture
license
https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
metadata.author
MathWorks
metadata.version
1.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 9 other files (references) in demos/mbse-with-agentic-ai/skills/mbse-architecture of matlab/agent-skills-playground.

  • SKILL.md
  • code/buildAllocation.m
  • code/buildAllocationSet.m
  • code/buildMyFunctional.m
  • code/buildMyLogical.m
  • code/buildMyModel.m
  • code/myRollupAnalysis.m
  • code/resolveComponent.m
  • code/runMyAnalysis.m
  • references/analysis.md

Open the folder on GitHubat commit 7b14a77

Compare with similar skills

Mbse Architecture 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.

Mbse Architecture compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mbse Architecture this skillmatlab/agent-skills-playground181—~5kAutomated safety check: PassCustom licence
Gsd Phaseopen-gsd/gsd-core10k1 repos~603Automated safety check: NotesMIT
Bio Phasing Imputation Haplotype PhasingGPTomics/bioSkills1.2k1 repos~4.2kAutomated safety check: PassMIT
Gsd Execute Phaseopen-gsd/gsd-core10k1 repos~801Automated safety check: NotesMIT
Gsd Spec Phaseopen-gsd/gsd-core10k1 repos~658Automated safety check: NotesMIT
Gsd Mvp Phaseopen-gsd/gsd-core10k1 repos~505Automated safety check: NotesMIT

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Questions about Mbse Architecture

What does Mbse Architecture do?

A skill your agent uses for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional, Logical…. Mbse Architecture is an agent skill from matlab/agent-skills-playground.m scripts that produce a three-layer RFLPV architecture (Functional, Logical, Physical) with interface dictionaries, stereotype profiles, allocation sets, and requirements Implement links.

When should I use Mbse Architecture?

Mbse Architecture fits situations like: the architecture phases of an MBSE workflow in MATLAB; writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional; physical) with interface dictionaries; stereotype profiles.

How do I install Mbse Architecture in Claude Code?

Run `npx skills add matlab/agent-skills-playground --skill mbse-architecture -a claude-code`. Or copy the skill folder (demos/mbse-with-agentic-ai/skills/mbse-architecture in matlab/agent-skills-playground) into .claude/skills/mbse-architecture in your project. Claude Code loads it when a task matches its description.

How do I install Mbse Architecture in Codex?

Run `npx skills add matlab/agent-skills-playground --skill mbse-architecture -a codex`. Or copy the skill folder (demos/mbse-with-agentic-ai/skills/mbse-architecture in matlab/agent-skills-playground) into .agents/skills/mbse-architecture in your project. Codex loads it when a task matches its description.

Can I use Mbse Architecture 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-architecture -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-architecture, .gemini/skills/mbse-architecture, .github/skills/mbse-architecture and .opencode/skills/mbse-architecture in your project.

What does Mbse Architecture need to run?

SKILL.md names no scripts, command-line tools or credentials: Mbse Architecture is instructions for the agent only.

Does Mbse Architecture 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 Architecture 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 Architecture use?

Mbse Architecture 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 Architecture use?

About 5k tokens (SKILL.md is roughly 20k 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 2.8k tokens, read only when the agent opens those files.

What are the alternatives to Mbse Architecture?

Skills that share tags, products or a category with Mbse Architecture: Gsd Phase (open-gsd/gsd-core, 10k stars), Bio Phasing Imputation Haplotype Phasing (GPTomics/bioSkills, 1.2k stars), Gsd Execute Phase (open-gsd/gsd-core, 10k stars) and Gsd Spec Phase (open-gsd/gsd-core, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mbse Architecture?

matlab (a GitHub organization) maintains it in matlab/agent-skills-playground, which has 181 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on September 10, 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.