Agent Browser CLI
vercel-labs/agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking…
Configure or troubleshoot a local MATLAB and VS Code environment for ISETBio.
$ npx skills add isetbio/isetbio --skill matlab-environment -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install isetbio/isetbio matlab-environment --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/isetbio/isetbio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/matlab-environment .claude/skills/matlab-environment && 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-environment" agent skill from https://github.com/isetbio/isetbio/tree/main/.github/skills/matlab-environment into .claude/skills/matlab-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-environment", 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/isetbio/isetbio/tree/main/.github/skills/matlab-environmentType 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 isetbio/isetbio --skill matlab-environment -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install isetbio/isetbio matlab-environment --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/isetbio/isetbio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/matlab-environment .agents/skills/matlab-environment && 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-environment" agent skill from https://github.com/isetbio/isetbio/tree/main/.github/skills/matlab-environment into .agents/skills/matlab-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-environment", 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 isetbio/isetbio --skill matlab-environment -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install isetbio/isetbio matlab-environment --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/isetbio/isetbio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/matlab-environment .cursor/skills/matlab-environment && 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-environment" agent skill from https://github.com/isetbio/isetbio/tree/main/.github/skills/matlab-environment into .cursor/skills/matlab-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-environment", 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/isetbio/isetbio.git --path .github/skills/matlab-environment--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 isetbio/isetbio --skill matlab-environment -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install isetbio/isetbio matlab-environment --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/isetbio/isetbio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/matlab-environment .gemini/skills/matlab-environment && 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-environment" agent skill from https://github.com/isetbio/isetbio/tree/main/.github/skills/matlab-environment into .gemini/skills/matlab-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-environment", 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 isetbio/isetbio matlab-environmentInstalls 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 isetbio/isetbio --skill matlab-environment -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/isetbio/isetbio.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/matlab-environment .github/skills/matlab-environment && 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-environment" agent skill from https://github.com/isetbio/isetbio/tree/main/.github/skills/matlab-environment into .github/skills/matlab-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-environment", 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 isetbio/isetbio --skill matlab-environment -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install isetbio/isetbio matlab-environment --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/isetbio/isetbio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/matlab-environment .opencode/skills/matlab-environment && 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-environment" agent skill from https://github.com/isetbio/isetbio/tree/main/.github/skills/matlab-environment into .opencode/skills/matlab-environment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-environment", 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.
matlab-environmentConfigure or troubleshoot a local MATLAB and VS Code environment for ISETBio.
Matlab Environment is an agent skill from isetbio/isetbio. Configure or troubleshoot a local MATLAB and VS Code environment for ISETBio. Use when setting MATLAB paths, configuring the MathWorks VS Code extension, starting MATLAB Desktop or Live Editor, or diagnosing MATLAB session startup and connection behavior.
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Visual Studio Code. The repository describes itself as: Tools for modeling image systems engineering in the human visual system front end. The licence is MIT.
Read from SKILL.md and the folder at commit d2924c2. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are matlab and jsonc).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Matlab Environment loads about 558 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 211 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.
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.
The full file from isetbio/isetbio at commit d2924c2, republished under its MIT licence (© isetbio). 211 words, ~558 tokens.
.claude/skills/matlab-environment/SKILL.md (or your agent's skills folder).Use a MATLAB session with both ISETCam and ISETBio, including subdirectories, on its path. ISETCam is required for ISETBio development and testing.
Run the following in the MATLAB Command Window for the session you intend to use:
addpath(genpath(fullfile(getenv('HOME'),'Documents','MATLAB','isetcam')));
addpath(genpath(fullfile(getenv('HOME'),'Documents','MATLAB','isetbio')));
which ieInitFor repeated parfor-heavy tutorial or example work, optionally warm the
pool after path setup:
ieParallelPoolWarmUp('config','conservative','runSilent',true);Install the recommended MathWorks.language-matlab extension. The repository
uses MATLAB.matlabConnectionTiming: "onDemand"; retain that workspace default
unless the team intentionally changes it. Set MATLAB.installPath in personal
VS Code settings when automatic discovery does not find MATLAB, for example:
"MATLAB.installPath": "/Applications/MATLAB_R2025b.app",
"files.associations": { "*.m": "matlab" }When using MATLAB Desktop or Live Editor, start the Desktop first, wait for it
to become responsive, then open VS Code and a .m file. The extension may run
a separate background MATLAB process for language features; this is expected.
If a VS Code-started session prevents Desktop MATLAB from opening later, quit both applications and stop only the lingering MathWorks helper processes before relaunching the Desktop.
Keep desktop-specific personal initialization from running in headless or VS
Code sessions. A guard can test usejava('desktop'), VSCODE_PID, and
VSCODE_IPC_HOOK_CLI; in a VS Code-only session, print the path-setup reminder
and, if needed for debugging, call matlab.engine.shareEngine.
Do not commit machine-specific MATLAB installation paths or personal
startup.m changes to this repository.
© isetbio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .github/skills/matlab-environment of isetbio/isetbio.
Open the folder on GitHubat commit d2924c2
Matlab Environment 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 Environment this skillisetbio/isetbio | 115 | — | ~558 | Automated safety check: Pass | MIT | |
| Agent Browser CLIvercel-labs/agent-browser | 44k | 24 repos | ~864 | Automated safety check: Pass | Apache-2.0 | |
| Electron App Automationvercel-labs/agent-browser | 44k | 5 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Microsoft Skill CreatorMicrosoftDocs/mcp | 1.9k | 3 repos | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Evals Contextzgsm-ai/costrict | 4.4k | 1 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Ketch1broseidon/ketch | 697 | 1 repos | ~3.9k | Automated safety check: Pass | MIT |
vercel-labs/agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking…
vercel-labs/agent-browser
Automates Electron desktop apps such as VS Code, Slack or Discord by connecting agent-browser to their Chrome DevTools Protocol port.
MicrosoftDocs/mcp
Create agent skills for Microsoft technologies using official documentation.
zgsm-ai/costrict
Provides context about the CoStrict evals system structure in this monorepo.
1broseidon/ketch
Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but…
specstoryai/getspecstory
SpecStory Lore - mine your SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more) into a persistent corpus, surface your reproducible workflows with corroborated…
isetbio/isetbio
Run MATLAB non-interactively from a shell on this machine — locating the MATLAB binary, setting ISETCam/ISETBio paths for a batch session, and invoking -batch evaluation.
isetbio/isetbio
Develop, run, diagnose, or report ISETBio MATLAB tests. An agent skill from isetbio/isetbio.
isetbio/isetbio
Work with ISETBio cone and midget-RGC mosaic data, including loading, generating, migrating, caching, or reviewing lattices, serialized cMosaics, pre-baked mRGCMosaics, and compute-ready mosaics.
isetbio/isetbio
Create, move, review, publish, or test ISETBio tutorials, examples, and data-generation scripts.
isetbio/isetbio
Create, publish, organize, or fetch the ISETBio retinal mosaic data deposit in the Stanford Digital Repository (SDR).
isetbio/isetbio
Review existing ISETBio MATLAB tutorial, example, or demo scripts without implementing behavior.
Works with
Configure or troubleshoot a local MATLAB and VS Code environment for ISETBio. Matlab Environment is an agent skill from isetbio/isetbio. Configure or troubleshoot a local MATLAB and VS Code environment for ISETBio.
Matlab Environment fits situations like: setting MATLAB paths; configuring the MathWorks VS Code extension; starting MATLAB Desktop; diagnosing MATLAB session startup and connection behavior.
Run `npx skills add isetbio/isetbio --skill matlab-environment -a claude-code`. Or copy the skill folder (.github/skills/matlab-environment in isetbio/isetbio) into .claude/skills/matlab-environment in your project. Claude Code loads it when a task matches its description.
Run `npx skills add isetbio/isetbio --skill matlab-environment -a codex`. Or copy the skill folder (.github/skills/matlab-environment in isetbio/isetbio) into .agents/skills/matlab-environment in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add isetbio/isetbio --skill matlab-environment -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-environment, .gemini/skills/matlab-environment, .github/skills/matlab-environment and .opencode/skills/matlab-environment in your project.
SKILL.md names no scripts, command-line tools or credentials: Matlab Environment is instructions for the agent only.
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.
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.
Matlab Environment is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 558 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Matlab Environment: Agent Browser CLI (vercel-labs/agent-browser, 44k stars), Electron App Automation (vercel-labs/agent-browser, 44k stars), Microsoft Skill Creator (MicrosoftDocs/mcp, 1.9k stars) and Evals Context (zgsm-ai/costrict, 4.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
isetbio (a GitHub organization) maintains it in isetbio/isetbio, which has 115 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 25, 2026.
Source: isetbio/isetbio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.