ONNX Runtime Source Build
microsoft/onnxruntime
Builds ONNX Runtime from source with its build scripts, explaining the update, build and test phases, key flags and where the build output lands.
Generate, verify, refine, and accelerate C/C++ or CUDA code from MATLAB with MATLAB Coder, Embedded Coder, GPU Coder, or MATLAB Test.
Install Matlab Generate Code
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-generate-code -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-generate-code --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/code-generation/matlab-generate-code .claude/skills/matlab-generate-code && 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-generate-code" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/code-generation/matlab-generate-code into .claude/skills/matlab-generate-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-generate-code", 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/code-generation/matlab-generate-codeType 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-generate-code -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-generate-code --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/code-generation/matlab-generate-code .agents/skills/matlab-generate-code && 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-generate-code" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/code-generation/matlab-generate-code into .agents/skills/matlab-generate-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-generate-code", 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-generate-code -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-generate-code --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/code-generation/matlab-generate-code .cursor/skills/matlab-generate-code && 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-generate-code" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/code-generation/matlab-generate-code into .cursor/skills/matlab-generate-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-generate-code", 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/code-generation/matlab-generate-code--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-generate-code -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-generate-code --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/code-generation/matlab-generate-code .gemini/skills/matlab-generate-code && 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-generate-code" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/code-generation/matlab-generate-code into .gemini/skills/matlab-generate-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-generate-code", 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-generate-codeInstalls 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-generate-code -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/code-generation/matlab-generate-code .github/skills/matlab-generate-code && 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-generate-code" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/code-generation/matlab-generate-code into .github/skills/matlab-generate-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-generate-code", 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-generate-code -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-generate-code --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/code-generation/matlab-generate-code .opencode/skills/matlab-generate-code && 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-generate-code" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/code-generation/matlab-generate-code into .opencode/skills/matlab-generate-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-generate-code", 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-generate-code- GitHub stars
- 1.1k
- Token cost
- ~4.2k tokens
- SKILL.md length
- 1,771 words
- Files
- 15 (incl. references)
- Skills in repo
- 144
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Generate, verify, refine, and accelerate C/C++ or CUDA code from MATLAB with MATLAB Coder, Embedded Coder, GPU Coder, or MATLAB Test.
- Deploy MATLAB as C/C++
- SKILL.md covers When to Use, When NOT to Use, Routing — load the matching… and Out of scope, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Coder.gpuConfig
What it does
Matlab Generate Code is an agent skill from matlab/matlab-agentic-toolkit. Generate, verify, refine, and accelerate C/C++ or CUDA code from MATLAB with MATLAB Coder, Embedded Coder, GPU Coder, or MATLAB Test. Also covers writing codegen-ready MATLAB code: language constraints, coder. directives, and optimization patterns. Triggers on: codegen, MEX, deploy MATLAB as C/C++, GPU Coder, coder.screener, coder.config, coder.gpuConfig, coder.typeof, coder.runTest, matlabtest.coder.TestCase, SIL, embedded config, no dynamic memory, EnableMexProfiling, coder.timeit, coder.perfCompare, %codegen…
Its SKILL.md is about 4.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including reference files (for example `manifest.yaml`, `references/accelerate-mex.md` and `references/config-properties.md`).
It sits in Development, covering Project scaffolding. It works with C++ and CUDA. 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
- Deploy MATLAB as C/C++
- Coder.gpuConfig
- Matlabtest.coder.TestCase
- Embedded config
Example prompts
- “/matlab-generate-code”
What it can do on your machine
Read from SKILL.md and the folder at commit 3303f05. 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
Matlab Generate Code loads about 4.2k tokens when it runs, and up to ~31k if it reads all its reference files. Until then it costs about 236 tokens; SKILL.md has 1,771 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 1,771 words (~4,156 tokens).
“Umbrella skill for the MATLAB Coder workflow: generate code, verify it, refine the config, and accelerate with profiled MEX.”
- name
- matlab-generate-code
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.1
Files
SKILL.md and 14 other files (references) in skills-catalog/code-generation/matlab-generate-code of matlab/matlab-agentic-toolkit.
- SKILL.md
- manifest.yaml
- references/accelerate-mex.md
- references/config-properties.md
- references/generate-code.md
- references/refine-config.md
- references/verify-code.md
- references/write-c-interop.md
- references/write-class-limitations.md
- references/write-codegen-ready.md
- references/write-coder-directives.md
- references/write-core-constraints.md
- references/write-numerical-style.md
- references/write-performance.md
- references/write-temporal-types.md
Open the folder on GitHubat commit 3303f05
Compare with similar skills
Matlab Generate Code 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 Generate Code this skillmatlab/matlab-agentic-toolkit | 1.1k | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| ONNX Runtime Source Buildmicrosoft/onnxruntime | 22k | — | ~1.4k | Automated safety check: Pass | MIT | |
| ExecuTorch Build Guidepytorch/executorch | 5.1k | — | ~2.3k | Automated safety check: Notes | Custom licence | |
| Cppcrazyguitar/cppcheatsheet | 290 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Readable Cppcrazyguitar/cppcheatsheet | 290 | — | ~6.4k | Automated safety check: Pass | MIT | |
| Cutlass Cpp Kernelvipshop/cache-dit | 1.3k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 |
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Questions about Matlab Generate Code
What does Matlab Generate Code do?
Generate, verify, refine, and accelerate C/C++ or CUDA code from MATLAB with MATLAB Coder, Embedded Coder, GPU Coder, or MATLAB Test. Matlab Generate Code is an agent skill from matlab/matlab-agentic-toolkit. Generate, verify, refine, and accelerate C/C++ or CUDA code from MATLAB with MATLAB Coder, Embedded Coder, GPU Coder, or MATLAB Test.
When should I use Matlab Generate Code?
Matlab Generate Code fits situations like: deploy MATLAB as C/C++; coder.gpuConfig; matlabtest.coder.TestCase; embedded config.
How do I install Matlab Generate Code in Claude Code?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-generate-code -a claude-code`. Or copy the skill folder (skills-catalog/code-generation/matlab-generate-code in matlab/matlab-agentic-toolkit) into .claude/skills/matlab-generate-code in your project. Claude Code loads it when a task matches its description.
How do I install Matlab Generate Code in Codex?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-generate-code -a codex`. Or copy the skill folder (skills-catalog/code-generation/matlab-generate-code in matlab/matlab-agentic-toolkit) into .agents/skills/matlab-generate-code in your project. Codex loads it when a task matches its description.
Can I use Matlab Generate Code 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-generate-code -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-generate-code, .gemini/skills/matlab-generate-code, .github/skills/matlab-generate-code and .opencode/skills/matlab-generate-code in your project.
What does Matlab Generate Code need to run?
SKILL.md names no scripts, command-line tools or credentials: Matlab Generate Code is instructions for the agent only.
Does Matlab Generate Code 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 Generate Code 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 Matlab Generate Code use?
Matlab Generate Code 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 Generate Code use?
About 4.2k tokens (SKILL.md is roughly 17k 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 26k tokens, read only when the agent opens those files.
What are the alternatives to Matlab Generate Code?
Skills that share tags, products or a category with Matlab Generate Code: ONNX Runtime Source Build (microsoft/onnxruntime, 22k stars), ExecuTorch Build Guide (pytorch/executorch, 5.1k stars), Cpp (crazyguitar/cppcheatsheet, 290 stars) and Readable Cpp (crazyguitar/cppcheatsheet, 290 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Matlab Generate Code?
matlab (a GitHub organization) maintains it in matlab/matlab-agentic-toolkit, which has 1,134 GitHub stars. The repository holds 144 skills in this directory. The repository was last updated on September 30, 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.