Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Discovers connected MATLAB-supported hardware devices, searches by capability, and checks required support packages and add-ons.
Install Matlab Discover Hardware
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-discover-hardware -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-discover-hardware --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/matlab-agentic-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-catalog/test-and-measurement/matlab-discover-hardware .claude/skills/matlab-discover-hardware && 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-discover-hardware" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/test-and-measurement/matlab-discover-hardware into .claude/skills/matlab-discover-hardware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-discover-hardware", 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/matlab-agentic-toolkit/tree/main/skills-catalog/test-and-measurement/matlab-discover-hardwareType 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/matlab-agentic-toolkit --skill matlab-discover-hardware -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-discover-hardware --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills-catalog/test-and-measurement/matlab-discover-hardware .agents/skills/matlab-discover-hardware && 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-discover-hardware" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/test-and-measurement/matlab-discover-hardware into .agents/skills/matlab-discover-hardware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-discover-hardware", 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/matlab-agentic-toolkit --skill matlab-discover-hardware -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-discover-hardware --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills-catalog/test-and-measurement/matlab-discover-hardware .cursor/skills/matlab-discover-hardware && 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-discover-hardware" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/test-and-measurement/matlab-discover-hardware into .cursor/skills/matlab-discover-hardware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-discover-hardware", 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/matlab-agentic-toolkit.git --path skills-catalog/test-and-measurement/matlab-discover-hardware--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/matlab-agentic-toolkit --skill matlab-discover-hardware -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-discover-hardware --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills-catalog/test-and-measurement/matlab-discover-hardware .gemini/skills/matlab-discover-hardware && 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-discover-hardware" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/test-and-measurement/matlab-discover-hardware into .gemini/skills/matlab-discover-hardware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-discover-hardware", 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/matlab-agentic-toolkit matlab-discover-hardwareInstalls 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/matlab-agentic-toolkit --skill matlab-discover-hardware -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills-catalog/test-and-measurement/matlab-discover-hardware .github/skills/matlab-discover-hardware && 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-discover-hardware" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/test-and-measurement/matlab-discover-hardware into .github/skills/matlab-discover-hardware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-discover-hardware", 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/matlab-agentic-toolkit --skill matlab-discover-hardware -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/matlab-agentic-toolkit matlab-discover-hardware --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills-catalog/test-and-measurement/matlab-discover-hardware .opencode/skills/matlab-discover-hardware && 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-discover-hardware" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/test-and-measurement/matlab-discover-hardware into .opencode/skills/matlab-discover-hardware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-discover-hardware", 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-discover-hardware- GitHub stars
- 1.1k
- Token cost
- ~4.9k tokens
- SKILL.md length
- 2,453 words
- Files
- 16 (incl. scripts)
- Skills in repo
- 151
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Discovers connected MATLAB-supported hardware devices, searches by capability, and checks required support packages and add-ons.
- Works in 10 steps: What this skill is for → Device-specific skill routing → One-time bootstrap (path setup) → …
- The user asks what hardware is connected
- SKILL.md covers 1. What this skill is for, When To Use, When Not To Use and 2. Device-specific skill routing, plus 8 more sections
- Finds a device that supports a capability (e.g.
What it does
Matlab Discover Hardware is an agent skill from matlab/matlab-agentic-toolkit. Discovers connected MATLAB-supported hardware devices, searches by capability, and checks required support packages and add-ons. Use when the user asks what hardware is connected, finds a device that supports a capability (e.g., CAN, analog input), or checks if required support packages or add-ons are installed. Does NOT connect to, configure, or acquire data from devices — defers to device-specific skills for usage workflows.
Its SKILL.md is about 4.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts (for example `manifest.yaml`).
It sits in Development. The repository describes itself as: The MATLAB Agentic Toolkit brings proven MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.
When your agent uses it
- The user asks what hardware is connected
- Finds a device that supports a capability (e.g.
- Checks if required support packages
- Add-ons are installed
Example prompts
- “Use the matlab-discover-hardware skill to discover connected MATLAB-supported hardware devices, searches by capability, and checks required support…”
- “/matlab-discover-hardware”
Workflow steps
10 steps, taken from the step headings in SKILL.md.
- What this skill is for
- Device-specific skill routing
- One-time bootstrap (path setup)
- Public helper surface
- Task routing
- Workflow patterns and batching
- Communication rules
- Hard guardrails
- Interpreting CustomData
- Output-handling guidance
What it can do on your machine
Read from SKILL.md and the folder at commit 69e71df. 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
Ships 14 files in scripts/, which the agent can run.
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 Discover Hardware loads about 4.9k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 2,453 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); the scripts in this folder 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 2,453 words (~4,871 tokens).
“Use this skill to perform hardware discovery tasks from natural language: list connected devices, search by capability, inspect a device's details and capabilities, and check if required support packages or add-ons are installed.”
- name
- matlab-discover-hardware
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.1
Files
SKILL.md and 15 other files (scripts) in skills-catalog/test-and-measurement/matlab-discover-hardware of matlab/matlab-agentic-toolkit.
- SKILL.md
- manifest.yaml
- scripts/getAddOnDetails.m
- scripts/getAddOnDetails.p
- scripts/getDeviceAddOns.m
- scripts/getDeviceAddOns.p
- scripts/getDeviceDetails.m
- scripts/getDeviceDetails.p
- scripts/getDeviceSetupInfo.m
- scripts/getDeviceSetupInfo.p
- scripts/hardwareDeviceCache.m
- scripts/hardwareDeviceCache.p
- scripts/isRequiredAddOnsInstalled.m
- scripts/isRequiredAddOnsInstalled.p
- scripts/listHardwareDevices.m
- scripts/listHardwareDevices.p
Open the folder on GitHubat commit 69e71df
Compare with similar skills
Matlab Discover Hardware 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 Discover Hardware this skillmatlab/matlab-agentic-toolkit | 1.1k | — | ~4.9k | Automated safety check: Pass | Custom licence | |
| Vercel Composition Patternssupabase/supabase | 111k | 58 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Matlab Discover Hardware
What does Matlab Discover Hardware do?
Discovers connected MATLAB-supported hardware devices, searches by capability, and checks required support packages and add-ons. Matlab Discover Hardware is an agent skill from matlab/matlab-agentic-toolkit. Discovers connected MATLAB-supported hardware devices, searches by capability, and checks required support packages and add-ons.
When should I use Matlab Discover Hardware?
Matlab Discover Hardware fits situations like: the user asks what hardware is connected; finds a device that supports a capability (e.g; checks if required support packages; add-ons are installed.
How do I install Matlab Discover Hardware in Claude Code?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-discover-hardware -a claude-code`. Or copy the skill folder (skills-catalog/test-and-measurement/matlab-discover-hardware in matlab/matlab-agentic-toolkit) into .claude/skills/matlab-discover-hardware in your project. Claude Code loads it when a task matches its description.
How do I install Matlab Discover Hardware in Codex?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-discover-hardware -a codex`. Or copy the skill folder (skills-catalog/test-and-measurement/matlab-discover-hardware in matlab/matlab-agentic-toolkit) into .agents/skills/matlab-discover-hardware in your project. Codex loads it when a task matches its description.
Can I use Matlab Discover Hardware 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/matlab-agentic-toolkit --skill matlab-discover-hardware -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-discover-hardware, .gemini/skills/matlab-discover-hardware, .github/skills/matlab-discover-hardware and .opencode/skills/matlab-discover-hardware in your project.
What does Matlab Discover Hardware need to run?
SKILL.md names no scripts, command-line tools or credentials: Matlab Discover Hardware is instructions for the agent only.
Does Matlab Discover Hardware 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 Discover Hardware 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Matlab Discover Hardware use?
Matlab Discover Hardware 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 Discover Hardware use?
About 4.9k tokens (SKILL.md is roughly 19k 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 Matlab Discover Hardware?
Skills that share tags, products or a category with Matlab Discover Hardware: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Matlab Discover Hardware?
matlab (a GitHub organization) maintains it in matlab/matlab-agentic-toolkit, which has 1,144 GitHub stars. The repository holds 151 skills in this directory. The repository was last updated on October 8, 2026.
Source: matlab/matlab-agentic-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.