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Creates MATLAB interfaces to Python image processing and computer vision models from GitHub repositories or pip-installable packages using MPyReq.
Install Matlab Integrate Pytorch Vision
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-integrate-pytorch-vision -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-integrate-pytorch-vision --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/image-processing-and-computer-vision/matlab-integrate-pytorch-vision .claude/skills/matlab-integrate-pytorch-vision && 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-integrate-pytorch-vision" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision into .claude/skills/matlab-integrate-pytorch-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-integrate-pytorch-vision", 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/image-processing-and-computer-vision/matlab-integrate-pytorch-visionType 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-integrate-pytorch-vision -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-integrate-pytorch-vision --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/image-processing-and-computer-vision/matlab-integrate-pytorch-vision .agents/skills/matlab-integrate-pytorch-vision && 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-integrate-pytorch-vision" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision into .agents/skills/matlab-integrate-pytorch-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-integrate-pytorch-vision", 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-integrate-pytorch-vision -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-integrate-pytorch-vision --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/image-processing-and-computer-vision/matlab-integrate-pytorch-vision .cursor/skills/matlab-integrate-pytorch-vision && 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-integrate-pytorch-vision" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision into .cursor/skills/matlab-integrate-pytorch-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-integrate-pytorch-vision", 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/image-processing-and-computer-vision/matlab-integrate-pytorch-vision--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-integrate-pytorch-vision -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-integrate-pytorch-vision --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/image-processing-and-computer-vision/matlab-integrate-pytorch-vision .gemini/skills/matlab-integrate-pytorch-vision && 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-integrate-pytorch-vision" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision into .gemini/skills/matlab-integrate-pytorch-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-integrate-pytorch-vision", 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-integrate-pytorch-visionInstalls 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-integrate-pytorch-vision -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/image-processing-and-computer-vision/matlab-integrate-pytorch-vision .github/skills/matlab-integrate-pytorch-vision && 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-integrate-pytorch-vision" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision into .github/skills/matlab-integrate-pytorch-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-integrate-pytorch-vision", 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-integrate-pytorch-vision -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-integrate-pytorch-vision --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/image-processing-and-computer-vision/matlab-integrate-pytorch-vision .opencode/skills/matlab-integrate-pytorch-vision && 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-integrate-pytorch-vision" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision into .opencode/skills/matlab-integrate-pytorch-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-integrate-pytorch-vision", 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-integrate-pytorch-vision- GitHub stars
- 1.1k
- Token cost
- ~3.7k tokens
- SKILL.md length
- 1,358 words
- Files
- 12 (incl. references)
- Skills in repo
- 151
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Creates MATLAB interfaces to Python image processing and computer vision models from GitHub repositories or pip-installable packages using MPyReq.
- Works in 5 steps: Analyze the Repository → Generate the MPyReq Setup Script → Create the MATLAB Inference Interface → …
- Asked to interface MATLAB with a Python CV/image model (segmentation
- SKILL.md covers When to Use, When Not to Use, Prerequisites: MPyReq on the… and Input, plus 8 more sections
- Calls pip; reaches github.com
What it does
Matlab Integrate Pytorch Vision is an agent skill from matlab/matlab-agentic-toolkit. Creates MATLAB interfaces to Python image processing and computer vision models from GitHub repositories or pip-installable packages using MPyReq. Use when asked to interface MATLAB with a Python CV/image model (segmentation, depth estimation, object detection, image generation, super-resolution, etc.), given a GitHub repo URL for an image/vision model, or asked to create an MPyReq demo for a deep-learning vision pipeline. Do NOT use for general-purpose Python-MATLAB interfacing, non-vision models (NLP, tabular…
Its SKILL.md is about 3.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including reference files (for example `manifest.yaml`, `references/common_gotchas.md` and `references/demo-birefnet.md`).
It sits in AI & LLM Engineering, covering Computer vision and Deep learning. It works with Python, PyTorch, GitHub and Model Context Protocol. 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
- Asked to interface MATLAB with a Python CV/image model (segmentation
- Depth estimation
- Object detection
- Image generation
Example prompts
- “Use the matlab-integrate-pytorch-vision skill to create MATLAB interfaces to Python image processing and computer vision models from GitHub…”
- “/matlab-integrate-pytorch-vision”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Analyze the Repository
- Generate the MPyReq Setup Script
- Create the MATLAB Inference Interface
- Assemble the Final Script
- Test with MATLAB MCP Server
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
Shell commands in SKILL.md call:
pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
Also links to:
mathworks.com
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 Integrate Pytorch Vision loads about 3.7k tokens when it runs, and up to ~9k if it reads all its reference files. Until then it costs about 157 tokens; SKILL.md has 1,358 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 1,358 words (~3,731 tokens).
“Build a MATLAB interface to a Python/PyTorch model repository using the MPyReq framework.”
- name
- matlab-integrate-pytorch-vision
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
Files
SKILL.md and 11 other files (references) in skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision of matlab/matlab-agentic-toolkit.
- SKILL.md
- manifest.yaml
- references/common_gotchas.md
- references/demo-birefnet.md
- references/demo-cellpose.md
- references/demo-depthpro.md
- references/demo-sam2.md
- references/demo-stardist.md
- references/demo-vggt.md
- references/image_conversion_patterns.md
- references/python_matlab_conversions.md
- references/readme.md
Open the folder on GitHubat commit 69e71df
Compare with similar skills
Matlab Integrate Pytorch Vision 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 Integrate Pytorch Vision this skillmatlab/matlab-agentic-toolkit | 1.1k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Homepage Generatorwanshuiyin/ARIS-in-AI-Offer | 583 | — | ~4.8k | Automated safety check: Notes | MIT | |
| Triaging Issuespytorch/pytorch | 104k | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Benchmark Pyreflyfacebook/pyrefly | 7.1k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Document Public APIspytorch/pytorch | 104k | — | ~4.2k | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Matlab Integrate Pytorch Vision
What does Matlab Integrate Pytorch Vision do?
Creates MATLAB interfaces to Python image processing and computer vision models from GitHub repositories or pip-installable packages using MPyReq. Matlab Integrate Pytorch Vision is an agent skill from matlab/matlab-agentic-toolkit. Creates MATLAB interfaces to Python image processing and computer vision models from GitHub repositories or pip-installable packages using MPyReq.
When should I use Matlab Integrate Pytorch Vision?
Matlab Integrate Pytorch Vision fits situations like: asked to interface MATLAB with a Python CV/image model (segmentation; depth estimation; object detection; image generation.
How do I install Matlab Integrate Pytorch Vision in Claude Code?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-integrate-pytorch-vision -a claude-code`. Or copy the skill folder (skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision in matlab/matlab-agentic-toolkit) into .claude/skills/matlab-integrate-pytorch-vision in your project. Claude Code loads it when a task matches its description.
How do I install Matlab Integrate Pytorch Vision in Codex?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-integrate-pytorch-vision -a codex`. Or copy the skill folder (skills-catalog/image-processing-and-computer-vision/matlab-integrate-pytorch-vision in matlab/matlab-agentic-toolkit) into .agents/skills/matlab-integrate-pytorch-vision in your project. Codex loads it when a task matches its description.
Can I use Matlab Integrate Pytorch Vision 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-integrate-pytorch-vision -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-integrate-pytorch-vision, .gemini/skills/matlab-integrate-pytorch-vision, .github/skills/matlab-integrate-pytorch-vision and .opencode/skills/matlab-integrate-pytorch-vision in your project.
What does Matlab Integrate Pytorch Vision need to run?
Going by SKILL.md and its folder, Matlab Integrate Pytorch Vision needs the command-line tools its instructions call (pip). Our summary lists: Python 3.
Does Matlab Integrate Pytorch Vision access the network?
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: mathworks.com. This is read from the text; nothing was executed.
Is Matlab Integrate Pytorch Vision 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 Integrate Pytorch Vision use?
Matlab Integrate Pytorch Vision 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 Integrate Pytorch Vision use?
About 3.7k tokens (SKILL.md is roughly 15k 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 5.3k tokens, read only when the agent opens those files.
What are the alternatives to Matlab Integrate Pytorch Vision?
Skills that share tags, products or a category with Matlab Integrate Pytorch Vision: Homepage Generator (wanshuiyin/ARIS-in-AI-Offer, 583 stars), Triaging Issues (pytorch/pytorch, 104k stars), CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Benchmark Pyrefly (facebook/pyrefly, 7.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Matlab Integrate Pytorch Vision?
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.