How do I install agent-skills-playground?

Run these in Claude Code: npx -y skills add matlab/agent-skills-playground. Then prompt normally.

Does agent-skills-playground auto-invoke its skills?

Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

Is agent-skills-playground free?

Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.

Development

agent-skills-playground

A sandbox for prototyping and demonstrating Agent Skills for MATLAB and Simulink work. Skills here are experimental. They may be incomplete, change without notice, or migrate to an official toolkit over time.

FLOW.md

matlab@matlab

GitHub

What's inside

Skills

/embedded-ai-deploymentDeploy AI models to embedded hardware using MathWorks tools (MATLAB, Simulink, Embedded Coder). Covers two workflow patterns: (1) MathWorks-native or 3P-imported models rebuilt as dlnetwork for lean hardware (Cortex-M, DSP), (2) direct C/C++ code generation from PyTorch and

FAQ

agent-skills-playground is a Claude Code plugin with 11 hand-picked skills for development work, indexed on Flowy. Install it with the command on its page. It includes embedded-ai-deployment, agent-skill-author, matlab-project. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

What is agent-skills-playground?: A sandbox for prototyping and demonstrating Agent Skills for MATLAB and Simulink work. Skills here are experimental. They may be incomplete, change without notice, or migrate to an official toolkit over time.
How do I install agent-skills-playground?: Run these in Claude Code: npx -y skills add matlab/agent-skills-playground. Then prompt normally.
Does agent-skills-playground auto-invoke its skills?: Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
Is agent-skills-playground free?: Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.

Flowy

Agent Skills Playground

For official skills, use Agentic Toolkits for MATLAB and Simulink:

MATLAB Agentic Toolkit: Gives your AI agent the knowledge and context to work efficiently with MATLAB and its toolboxes
Simulink Agentic Toolkit: Give your AI coding agent the ability to read, build, edit, and test Simulink® models using Model-Based Design best practices.

Demos

Demo	What it shows
engineering-an-agent-skill	A test-first process for authoring your own Agent Skills, with a meta-skill that walks an agent through the five stages. Accompanies the blog post.
mbse-with-agentic-ai	Agent-driven Model-Based Systems Engineering workflow in MATLAB and Simulink (RFLP methodology). Accompanies the blog post.
embedded-ai-deployment	Agent-driven deployment of AI models to embedded hardware with MATLAB, Simulink, and Embedded Coder. Routes between native models compressed for lean targets (Cortex-M, DSP) and direct C/C++ generation from PyTorch and LiteRT models for high-performance hardware. Requires MATLAB R2026a.
lorenz-uihtml-app	An interactive Lorenz attractor, built by an agent using the `matlab-uihtml-app-builder` and `matlab-uihtml-design` skills. An HTML control panel drives an `ode45` integration, with animated tracing, live speed control, mid-run stop, and PNG export.
boids-uihtml-app	An interactive Boids flocking simulator for learning emergence, built with the same two uihtml skills in the Warm Dark style. Live rule-weight sliders, behavior presets, a flock-order readout, per-boid inspection, and predator strikes. The README teaches the model through guided experiments.

Demo

What it shows

engineering-an-agent-skill

A test-first process for authoring your own Agent Skills, with a meta-skill that walks an agent through the five stages. Accompanies the blog post.

mbse-with-agentic-ai

Agent-driven Model-Based Systems Engineering workflow in MATLAB and Simulink (RFLP methodology). Accompanies the blog post.

embedded-ai-deployment

Agent-driven deployment of AI models to embedded hardware with MATLAB, Simulink, and Embedded Coder. Routes between native models compressed for lean targets (Cortex-M, DSP) and direct C/C++ generation from PyTorch and LiteRT models for high-performance hardware. Requires MATLAB R2026a.

lorenz-uihtml-app

An interactive Lorenz attractor, built by an agent using the matlab-uihtml-app-builder and matlab-uihtml-design skills. An HTML control panel drives an ode45 integration, with animated tracing, live speed control, mid-run stop, and PNG export.

boids-uihtml-app

An interactive Boids flocking simulator for learning emergence, built with the same two uihtml skills in the Warm Dark style. Live rule-weight sliders, behavior presets, a flock-order readout, per-boid inspection, and predator strikes. The README teaches the model through guided experiments.

About Agent Skills

Skills are modular, portable capabilities that work across coding agents:

Composable: skills stack together automatically when needed.

Efficient: skills only load when relevant to the current task.

Executable: skills combine instructions with code, not just text.

Install a single skill

git clone https://github.com/matlab/agent-skills-playground.git cp -r agent-skills-playground/skills/<skill-name> ~/.claude/skills/

For Claude.ai (web) and Claude Desktop, zip a skill's directory (with SKILL.md at the root) and upload it via Settings, then Capabilities, then Upload Skill.

For other agents, follow the host's instructions for installing user-defined skills.

Run a demo

git clone https://github.com/matlab/agent-skills-playground.git cd agent-skills-playground/demos/<demo-name>

Each demo folder is self-contained: it bundles its own skills under skills/, a tutorial README, and any supporting files. Open the folder in your agent (for Claude Code, run claude from inside the folder) and follow the demo's README.

Related projects

matlab/matlab-agentic-toolkit: official MATLAB agent skills and live MATLAB session bridge.

matlab/simulink-agentic-toolkit: official Simulink agent skills and Model-Based Design tooling.

matlab/matlab-mcp-core-server: official MATLAB MCP server for AI applications.

matlab/rules: MATLAB coding rules for AI coding assistants.

matlab/prompts: curated AI prompts for MATLAB development.

matlab/slash-commands: slash commands for MATLAB development in Claude Code.

.gitattributes .gitignore CONTRIBUTING.md demos/ boids-uihtml-app/ boids-app.png boidsGUI.m controls.html README.md embedded-ai-deployment/ README.md skills/ embedded-ai-deployment/ agents/ openai.yaml references/ pattern1/ codegen-embedded.md compression-decision.md compression.md custom-layers-codegen.md data-preparation.md import-weight-extraction.md native-rebuild-patterns.md placeholder-blocks.md simulink-integration.md training-native.md troubleshooting.md workflow.md pattern2/ architecture-patterns.md coder-configuration.md pytorch-export.md troubleshooting.md verification-testing.md workflow.md shared/ ai-verification.md environment-setup.md project-discovery.md SKILL.md engineering-an-agent-skill/ README.md skills/ agent-skill-author/ SKILL.md templates/ SKILL-template.md lorenz-uihtml-app/ controls.html lorenz-app.png lorenzGUI.m README.md mbse-with-agentic-ai/ README.md skills/ matlab-project/ code/ registerWithProject.m setupProject.m SKILL.md templates/ decisions.md plan.md mbse-architecture/ code/ buildAllocation.m buildAllocationSet.m buildMyFunctional.m buildMyLogical.m buildMyModel.m myRollupAnalysis.m resolveComponent.m runMyAnalysis.m references/ analysis.md SKILL.md mbse-workflow/ code/ setupMBSEProject.m SKILL.md templates/ decisions.md plan.md simulink-requirements/ code/ buildMyRequirements.m buildMyTestCases.m exportRequirementsToExcel.m importMyRequirements.m loadProjectRequirements.m reportCoverageAggregate.m reportCoverageByReq.m reportLinkHealth.m traceRequirement.m references/ api-quickref.md SKILL.md system-composer/ code/ addCommonInterfaces.m buildMySequenceDiagram.m buildMySystemModel.m buildMySystemProfile.m buildMyVariantComposite.m buildMyViews.m checkUnconnectedPorts.m tradeStudy.m SKILL.md LICENSE README.md skills/ matlab-performance-optimizer/ SKILL.md matlab-symbolic-math/ references/ control-systems.md matlabFunction-patterns.md ode-solving.md plotting-and-display.md simplification-and-polynomials.md SKILL.md matlab-uihtml-app-builder/ SKILL.md matlab-uihtml-design/ assets/ base-template-clean.html base-template-cosmic-dark.html base-template-dashboard-light.html base-template-material.html base-template-midnight-gradient.html base-template-minimal-mono.html base-template-neumorphic-dark.html base-template-warm-dark.html style-gallery.html references/ design-styles.md styles/ clean.md cosmic-dark.md dashboard-light.md material.md midnight-gradient.md minimal-mono.md neumorphic-dark.md warm-dark.md SKILL.md

agent-skills-playground

Skills

agent-skills-playground

Skills

README

Agent Skills Playground

What this repo is for

Demos

About Agent Skills

Install a single skill

Run a demo

Skill development resources

Related projects

License

Community

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