matlabOfficial·30 Agent Skills Included

simulink-agentic-toolkit

Let AI agents build, test, and verify Simulink models

Connects AI coding agents to MATLAB and Simulink through MCP tools and expert skills. Builds, edits, simulates, and tests models while checking compliance, coverage, faults, and requirements. Eliminates hallucinated block choices, wrong parameter settings, and manual Model-Based Design busywork. Works with Claude Code, Copilot, Codex, Gemini CLI, and Amp after a one-step MATLAB setup.

1,024|98

↗

npx skills add matlab/simulink-agentic-toolkit --all -g -y

Available:

Tells the AI agent how to set up the toolkit, where the Simulink domain skills live, which seven MCP tools it can call, and that MATLAB must be running with satk_initialize before any tool will work.

All Skills in This Repository (30)

Pure Emerald Level Indicators

📦 In Repo

matlab

inject-faults

Automate fault injection in Simulink models using the MATLAB API.

author-modeladvisor-checks

Author custom Model Advisor checks for Simulink and System Composer models.

manage-safety-analysis

Automate creation and management of safety analysis documents in Safety Analysis Manager.

checking-model-compliance

Automate Simulink model compliance checks against MISRA, ISO, and DO-178C standards.

setup-custom-libraries

Configure custom Simulink block libraries and define block policies for AI agents.

specifying-plant-models

Automate plant model specification in Simulink with system, architecture, implementation, and test plans.

testing-simulink-models

Generate Gherkin-based pass/fail tests for Simulink models using model_test.

curating-library-kg

Curates library knowledge index for Simulink models by reviewing and marking blocks, correcting categories, improving descriptions.

building-simulink-models

Construct and modify Simulink models by adding blocks and setting parameters.

simulating-simulink-models

Execute Simulink models programmatically for parameter sweeps and custom analysis.

filing-bug-reports

Generate standardized software bug reports from conversation context and environment details.

configuring-block-policy

Configure block usage policies in Simulink projects via block-policy.json.

Official

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install Simulink Agentic Toolkit?▼

Run `npx skills add matlab/simulink-agentic-toolkit --all -g -y` in your terminal to install all skills globally. You also need MATLAB R2023a or later with Simulink, and the toolkit's MATLAB-side setup via setupAgenticToolkit.

What can AI agents do with Simulink models?▼

Agents can read, build, edit, simulate, and test Simulink, Stateflow, System Composer, and Simscape models using seven MCP tools. They follow Model-Based Design best practices encoded in the included skills.

Which AI agents work with this toolkit?▼

It supports Claude Code, GitHub Copilot, OpenAI Codex, Gemini CLI, and Sourcegraph Amp through automated setup. Any agent that supports MCP tools and skills can use it manually.

Can it test and verify Simulink models automatically?▼

Yes. It writes Gherkin or Simulink Test cases, checks compliance against standards like MISRA and ISO 26262, injects faults, detects design errors, and explains missing coverage.

Do I need MATLAB running for the tools to work?▼

Yes. MATLAB must be open with satk_initialize executed so the MCP server can attach to the live session before any model tools respond.