Configuring Horizon
coollabsio/coolify
A skill your agent uses whenever the user mentions Horizon by name in a Laravel context.
Build, deploy, run, monitor, tune, and stop Simulink Real-Time applications.
Custom licenceAuto-check passed
Install Simulink Run Real Time Application
$ npx skills add matlab/simulink-agentic-toolkit --skill simulink-run-real-time-application -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/simulink-agentic-toolkit simulink-run-real-time-application --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/simulink-agentic-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application .claude/skills/simulink-run-real-time-application && 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 "simulink-run-real-time-application" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application into .claude/skills/simulink-run-real-time-application/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulink-run-real-time-application", 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/simulink-agentic-toolkit/tree/main/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-applicationType 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/simulink-agentic-toolkit --skill simulink-run-real-time-application -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/simulink-agentic-toolkit simulink-run-real-time-application --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/simulink-agentic-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application .agents/skills/simulink-run-real-time-application && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "simulink-run-real-time-application" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application into .agents/skills/simulink-run-real-time-application/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulink-run-real-time-application", 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/simulink-agentic-toolkit --skill simulink-run-real-time-application -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/simulink-agentic-toolkit simulink-run-real-time-application --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/simulink-agentic-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application .cursor/skills/simulink-run-real-time-application && 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 "simulink-run-real-time-application" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application into .cursor/skills/simulink-run-real-time-application/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulink-run-real-time-application", 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/simulink-agentic-toolkit.git --path skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application--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/simulink-agentic-toolkit --skill simulink-run-real-time-application -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/simulink-agentic-toolkit simulink-run-real-time-application --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/simulink-agentic-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application .gemini/skills/simulink-run-real-time-application && 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 "simulink-run-real-time-application" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application into .gemini/skills/simulink-run-real-time-application/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulink-run-real-time-application", 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/simulink-agentic-toolkit simulink-run-real-time-applicationInstalls 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/simulink-agentic-toolkit --skill simulink-run-real-time-application -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/matlab/simulink-agentic-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application .github/skills/simulink-run-real-time-application && 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 "simulink-run-real-time-application" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application into .github/skills/simulink-run-real-time-application/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulink-run-real-time-application", 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/simulink-agentic-toolkit --skill simulink-run-real-time-application -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/simulink-agentic-toolkit simulink-run-real-time-application --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/simulink-agentic-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application .opencode/skills/simulink-run-real-time-application && 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 "simulink-run-real-time-application" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application into .opencode/skills/simulink-run-real-time-application/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulink-run-real-time-application", 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
simulink-run-real-time-application- GitHub stars
- 1.2k
- Token cost
- ~4.6k tokens
- SKILL.md length
- 1,860 words
- Files
- 9 (incl. references)
- Skills in repo
- 43
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Build, deploy, run, monitor, tune, and stop Simulink Real-Time applications.
- Works in 12 steps: Confirm Preconditions → Build the Model → Inspect Target State → …
- The user wants to build a Simulink Real-Time model
- SKILL.md covers When to Use, When NOT to Use, Prerequisites and Workflow, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Simulink Run Real Time Application is an agent skill from matlab/simulink-agentic-toolkit. Build, deploy, run, monitor, tune, and stop Simulink Real-Time applications. Use when the user wants to build a Simulink Real-Time model, load/start/stop an .mldatx on a target, set stop time or start options, drive root inports/playback/parameter stimulation, inspect installed or running apps, tune parameters with getparam/setparam, read ad hoc signal values with getsignal, manage parameter sets, control recording, or choose between file logging, live streaming, and file-log import. Covers slbuild, install…
Its SKILL.md is about 4.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `manifest.yaml`, `references/api-reference.md` and `references/build-and-load-pipeline.md`).
It works with Linux. The repository describes itself as: The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.
When your agent uses it
- The user wants to build a Simulink Real-Time model
- Load/start/stop an .mldatx on a target
- Drive root inports/playback/parameter stimulation
- Inspect installed
Example prompts
- “/simulink-run-real-time-application”
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- Confirm Preconditions
- Build the Model
- Inspect Target State
- Install or Load the Application
- Set Stop Time When Needed
- Start the Application
- Verify Run State
- Drive Stimulation When Needed
- Reload Stimulation Data When Needed
- Monitor, Tune, and Log During Runs
- Stop the Application When Needed
- Manage Installed Applications
What it can do on your machine
Read from SKILL.md and the folder at commit c58e6ae. 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
Simulink Run Real Time Application loads about 4.6k tokens when it runs, and up to ~18k if it reads all its reference files. Until then it costs about 206 tokens; SKILL.md has 1,860 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 1,860 words (~4,628 tokens).
“Own the run lifecycle for Simulink Real-Time — build the model, install/load the application on the target computer, start and stop it, set its stop time, drive root inports and Playback blocks via tg.Stimulation — plus the first-pass runtime workflows…”
- name
- simulink-run-real-time-application
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
Files
SKILL.md and 8 other files (references) in skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application of matlab/simulink-agentic-toolkit.
- SKILL.md
- manifest.yaml
- references/api-reference.md
- references/build-and-load-pipeline.md
- references/guardrails.md
- references/monitoring-tuning-logging.md
- references/signal-access-and-streaming.md
- references/start-options.md
- references/stimulation.md
Open the folder on GitHubat commit c58e6ae
Compare with similar skills
Simulink Run Real Time Application 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 |
|---|---|---|---|---|---|---|
| Simulink Run Real Time Application this skillmatlab/simulink-agentic-toolkit | 1.2k | — | ~4.6k | Automated safety check: Pass | Custom licence | |
| Configuring Horizoncoollabsio/coolify | 63k | 4 repos | ~898 | Automated safety check: Pass | MIT | |
| Model Usageopenclaw/openclaw | 392k | 1 repos | ~637 | Automated safety check: Pass | MIT | |
| Engine Whats Newflutter/flutter | 179k | — | ~978 | Automated safety check: Pass | BSD-3-Clause | |
| Openclaw Live Updateropenclaw/openclaw | 392k | — | ~3.7k | Automated safety check: Pass | MIT | |
| Upgrade Browserflutter/flutter | 179k | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause |
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Works with
Questions about Simulink Run Real Time Application
What does Simulink Run Real Time Application do?
Build, deploy, run, monitor, tune, and stop Simulink Real-Time applications. Simulink Run Real Time Application is an agent skill from matlab/simulink-agentic-toolkit. Build, deploy, run, monitor, tune, and stop Simulink Real-Time applications.
When should I use Simulink Run Real Time Application?
Simulink Run Real Time Application fits situations like: the user wants to build a Simulink Real-Time model; load/start/stop an .mldatx on a target; drive root inports/playback/parameter stimulation; inspect installed.
How do I install Simulink Run Real Time Application in Claude Code?
Run `npx skills add matlab/simulink-agentic-toolkit --skill simulink-run-real-time-application -a claude-code`. Or copy the skill folder (skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application in matlab/simulink-agentic-toolkit) into .claude/skills/simulink-run-real-time-application in your project. Claude Code loads it when a task matches its description.
How do I install Simulink Run Real Time Application in Codex?
Run `npx skills add matlab/simulink-agentic-toolkit --skill simulink-run-real-time-application -a codex`. Or copy the skill folder (skills-catalog/real-time-simulation-and-testing/simulink-run-real-time-application in matlab/simulink-agentic-toolkit) into .agents/skills/simulink-run-real-time-application in your project. Codex loads it when a task matches its description.
Can I use Simulink Run Real Time Application 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/simulink-agentic-toolkit --skill simulink-run-real-time-application -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/simulink-run-real-time-application, .gemini/skills/simulink-run-real-time-application, .github/skills/simulink-run-real-time-application and .opencode/skills/simulink-run-real-time-application in your project.
What does Simulink Run Real Time Application need to run?
SKILL.md names no scripts, command-line tools or credentials: Simulink Run Real Time Application is instructions for the agent only.
Does Simulink Run Real Time Application 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 Simulink Run Real Time Application 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 Simulink Run Real Time Application use?
Simulink Run Real Time Application 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 Simulink Run Real Time Application use?
About 4.6k 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. Its references folder adds about 13k tokens, read only when the agent opens those files.
What are the alternatives to Simulink Run Real Time Application?
Skills that share tags, products or a category with Simulink Run Real Time Application: Configuring Horizon (coollabsio/coolify, 63k stars), Model Usage (openclaw/openclaw, 392k stars), Engine Whats New (flutter/flutter, 179k stars) and Openclaw Live Updater (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Simulink Run Real Time Application?
matlab (a GitHub organization) maintains it in matlab/simulink-agentic-toolkit, which has 1,208 GitHub stars. The repository holds 43 skills in this directory. The repository was last updated on October 7, 2026.
Source: matlab/simulink-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.