Connect
ComposioHQ/awesome-claude-skills
Connect Claude to any app. An agent skill from ComposioHQ/awesome-claude-skills.
Foundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and close.
Custom licenceAuto-check: warnings
Install Roadrunner Core
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add matlab/matlab-agentic-toolkit --skill roadrunner-core -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/matlab-agentic-toolkit roadrunner-core --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/automotive/roadrunner-core .claude/skills/roadrunner-core && 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 "roadrunner-core" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/automotive/roadrunner-core into .claude/skills/roadrunner-core/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roadrunner-core", 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/automotive/roadrunner-coreType 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 roadrunner-core -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/matlab-agentic-toolkit roadrunner-core --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/automotive/roadrunner-core .agents/skills/roadrunner-core && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "roadrunner-core" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/automotive/roadrunner-core into .agents/skills/roadrunner-core/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roadrunner-core", 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 roadrunner-core -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/matlab-agentic-toolkit roadrunner-core --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/automotive/roadrunner-core .cursor/skills/roadrunner-core && 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 "roadrunner-core" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/automotive/roadrunner-core into .cursor/skills/roadrunner-core/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roadrunner-core", 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/automotive/roadrunner-core--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 roadrunner-core -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/matlab-agentic-toolkit roadrunner-core --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/automotive/roadrunner-core .gemini/skills/roadrunner-core && 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 "roadrunner-core" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/automotive/roadrunner-core into .gemini/skills/roadrunner-core/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roadrunner-core", 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 roadrunner-coreInstalls 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 roadrunner-core -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/automotive/roadrunner-core .github/skills/roadrunner-core && 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 "roadrunner-core" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/automotive/roadrunner-core into .github/skills/roadrunner-core/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roadrunner-core", 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 roadrunner-core -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 roadrunner-core --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/automotive/roadrunner-core .opencode/skills/roadrunner-core && 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 "roadrunner-core" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/automotive/roadrunner-core into .opencode/skills/roadrunner-core/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roadrunner-core", 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
roadrunner-core- GitHub stars
- 1.1k
- Token cost
- ~3.7k tokens
- SKILL.md length
- 1,591 words
- Files
- 4 (incl. scripts)
- Skills in repo
- 144
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Foundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and close.
- Works in 10 steps: How the Agent Uses This Skill → Files → Decision Logic → …
- Connecting to RoadRunner
- SKILL.md covers When to Use, When NOT to Use, 1. How the Agent Uses This Skill and 2. Files, plus 8 more sections
- Managing projects/scenes/scenarios
What it does
Roadrunner Core is an agent skill from matlab/matlab-agentic-toolkit. Foundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and close. Use when connecting to RoadRunner, managing projects/scenes/scenarios, setting world origin, checking status, closing RoadRunner, or when any downstream RoadRunner skill needs initialization.
Its SKILL.md is about 3.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `manifest.yaml`).
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
- Connecting to RoadRunner
- Managing projects/scenes/scenarios
- Setting world origin
- Checking status
Example prompts
- “/roadrunner-core”
Workflow steps
10 steps, taken from the step headings in SKILL.md.
- How the Agent Uses This Skill
- Files
- Decision Logic
- Placeholders
- Handle Management
- Path Setup
- Critical Rules
- Anti-Patterns
- Project Structure
- API Behavior Notes
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
Ships 2 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
Roadrunner Core loads about 3.7k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 1,591 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: warnings
The automated check found patterns that need a careful read before installing.
- WarningContains instruction-override wording (e.g. “without asking the user”)SKILL.md:198
- Do not launch RoadRunner without user permission
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 1,591 words (~3,678 tokens).
“Foundation skill for all RoadRunner agent workflows. Manages the RoadRunner connection, project/scene/scenario lifecycle, and handle management from MATLAB. Produces the rrApp handle used by all downstream RoadRunner skills.”
- name
- roadrunner-core
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
- metadata.matlab_version
- >=R2022a
- metadata.products
- Automated Driving Toolbox, RoadRunner
Files
SKILL.md and 3 other files (scripts) in skills-catalog/automotive/roadrunner-core of matlab/matlab-agentic-toolkit.
- SKILL.md
- manifest.yaml
- scripts/rrCoreCommands.m
- scripts/rrCoreInitialize.m
Open the folder on GitHubat commit 3303f05
Compare with similar skills
Roadrunner Core 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 |
|---|---|---|---|---|---|---|
| Roadrunner Core this skillmatlab/matlab-agentic-toolkit | 1.1k | — | ~3.7k | Automated safety check: Warn | Custom licence | |
| ConnectComposioHQ/awesome-claude-skills | 77k | 3 repos | ~987 | Automated safety check: Pass | None | |
| MatlabK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~4.1k | Automated safety check: Notes | MIT | |
| MatlabzLanqing/codex-claude-academic-skills | 4.6k | 9 repos | ~2.3k | Automated safety check: Notes | GPL-3.0 | |
| Openwork Connectdifferent-ai/openwork | 24k | — | ~370 | Automated safety check: Pass | Custom licence | |
| Connection Auth Rulessickn33/agentic-awesome-skills | 47k | 1 repos | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
Matlab
K-Dense-AI/scientific-agent-skills
Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows.
Matlab
zLanqing/codex-claude-academic-skills
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.
Openwork Connect
different-ai/openwork
Search and use the skills, MCP connections, and connected services available through the user's OpenWork organization.
Connection Auth Rules
sickn33/agentic-awesome-skills
Build a Connection Auth Rules for a Monte Carlo connection type.
Connections Optimizer
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Reorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the user's real voice.
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Questions about Roadrunner Core
What does Roadrunner Core do?
Foundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and close. Roadrunner Core is an agent skill from matlab/matlab-agentic-toolkit. Foundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and close.
When should I use Roadrunner Core?
Roadrunner Core fits situations like: connecting to RoadRunner; managing projects/scenes/scenarios; setting world origin; checking status.
How do I install Roadrunner Core in Claude Code?
Run `npx skills add matlab/matlab-agentic-toolkit --skill roadrunner-core -a claude-code`. Or copy the skill folder (skills-catalog/automotive/roadrunner-core in matlab/matlab-agentic-toolkit) into .claude/skills/roadrunner-core in your project. Claude Code loads it when a task matches its description.
How do I install Roadrunner Core in Codex?
Run `npx skills add matlab/matlab-agentic-toolkit --skill roadrunner-core -a codex`. Or copy the skill folder (skills-catalog/automotive/roadrunner-core in matlab/matlab-agentic-toolkit) into .agents/skills/roadrunner-core in your project. Codex loads it when a task matches its description.
Can I use Roadrunner Core 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 roadrunner-core -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/roadrunner-core, .gemini/skills/roadrunner-core, .github/skills/roadrunner-core and .opencode/skills/roadrunner-core in your project.
What does Roadrunner Core need to run?
SKILL.md names no scripts, command-line tools or credentials: Roadrunner Core is instructions for the agent only.
Does Roadrunner Core 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 Roadrunner Core safe to install?
Our automated static check of SKILL.md flagged 1 warning(s): contains instruction-override wording (e.g. “without asking the user”). Read the flagged lines before installing; the check is not a guarantee either way. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Roadrunner Core use?
Roadrunner Core 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 Roadrunner Core 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.
What are the alternatives to Roadrunner Core?
Skills that share tags, products or a category with Roadrunner Core: Connect (ComposioHQ/awesome-claude-skills, 77k stars), Matlab (K-Dense-AI/scientific-agent-skills, 48k stars), Matlab (zLanqing/codex-claude-academic-skills, 4.6k stars) and Openwork Connect (different-ai/openwork, 24k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Roadrunner Core?
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.