Pie Chart Data Analysis
MichaelYang-lyx/AIDABench
对多Sheet Excel或CSV数据进行分类汇总统计，自动识别关键字段并生成包含占比、数值及美化饼图的可下载分析报告。
Synthesize new waveforms from scratch for Simulink inports using createInputDataset.
Install Authoring Simulink Inputs
$ npx skills add matlab/simulink-agentic-toolkit --skill authoring-simulink-inputs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/simulink-agentic-toolkit authoring-simulink-inputs --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/simulink-simulation/authoring-simulink-inputs .claude/skills/authoring-simulink-inputs && 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 "authoring-simulink-inputs" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/simulink-simulation/authoring-simulink-inputs into .claude/skills/authoring-simulink-inputs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "authoring-simulink-inputs", 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/simulink-simulation/authoring-simulink-inputsType 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 authoring-simulink-inputs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/simulink-agentic-toolkit authoring-simulink-inputs --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/simulink-simulation/authoring-simulink-inputs .agents/skills/authoring-simulink-inputs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "authoring-simulink-inputs" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/simulink-simulation/authoring-simulink-inputs into .agents/skills/authoring-simulink-inputs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "authoring-simulink-inputs", 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 authoring-simulink-inputs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/simulink-agentic-toolkit authoring-simulink-inputs --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/simulink-simulation/authoring-simulink-inputs .cursor/skills/authoring-simulink-inputs && 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 "authoring-simulink-inputs" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/simulink-simulation/authoring-simulink-inputs into .cursor/skills/authoring-simulink-inputs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "authoring-simulink-inputs", 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/simulink-simulation/authoring-simulink-inputs--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 authoring-simulink-inputs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/simulink-agentic-toolkit authoring-simulink-inputs --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/simulink-simulation/authoring-simulink-inputs .gemini/skills/authoring-simulink-inputs && 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 "authoring-simulink-inputs" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/simulink-simulation/authoring-simulink-inputs into .gemini/skills/authoring-simulink-inputs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "authoring-simulink-inputs", 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 authoring-simulink-inputsInstalls 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 authoring-simulink-inputs -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/simulink-simulation/authoring-simulink-inputs .github/skills/authoring-simulink-inputs && 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 "authoring-simulink-inputs" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/simulink-simulation/authoring-simulink-inputs into .github/skills/authoring-simulink-inputs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "authoring-simulink-inputs", 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 authoring-simulink-inputs -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 authoring-simulink-inputs --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/simulink-simulation/authoring-simulink-inputs .opencode/skills/authoring-simulink-inputs && 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 "authoring-simulink-inputs" agent skill from https://github.com/matlab/simulink-agentic-toolkit/tree/main/skills-catalog/simulink-simulation/authoring-simulink-inputs into .opencode/skills/authoring-simulink-inputs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "authoring-simulink-inputs", 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
authoring-simulink-inputs- GitHub stars
- 1.2k
- Token cost
- ~2.2k tokens
- SKILL.md length
- 982 words
- Files
- 4 (incl. references)
- Skills in repo
- 43
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Synthesize new waveforms from scratch for Simulink inports using createInputDataset.
- Works in 2 steps: Create the scaffold (inside a function) → Populate each element (inside the same…
- Asks to generate
- SKILL.md covers When to Use, When NOT to Use, Output and Must-Follow Rules, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Authoring Simulink Inputs is an agent skill from matlab/simulink-agentic-toolkit. Synthesize new waveforms from scratch for Simulink inports using createInputDataset. Use ONLY when the user asks to generate, create, or synthesize signals (step, ramp, sine, chirp, pulse, noise) to populate a Dataset for External Inputs or Signal Editor. Covers timeseries and timetable formats with correct data type, interpolation, units, and dimensions. Also covers function-call and trigger inport timing setup. Do NOT use when the user wants to load, import, or read existing data from files (MAT, CSV…
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `manifest.yaml`, `references/dataset-patterns.md` and `references/signal-patterns.md`).
It sits in Documents & Office, covering Excel spreadsheets, Data visualization and CSV and tabular files. 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
- Asks to generate
- Synthesize signals (step
- Noise) to populate a Dataset for External Inputs
- Inport timing setup
Example prompts
- “/authoring-simulink-inputs”
Workflow steps
2 steps, taken from the step headings in SKILL.md.
- Create the scaffold (inside a function)
- Populate each element (inside the same function)
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
Authoring Simulink Inputs loads about 2.2k tokens when it runs, and up to ~3.9k if it reads all its reference files. Until then it costs about 163 tokens; SKILL.md has 982 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 982 words (~2,244 tokens).
“Create populated input signal datasets for Simulink models using createInputDataset as the scaffold, then populating with meaningful waveforms while preserving all signal metadata.”
- name
- authoring-simulink-inputs
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
Files
SKILL.md and 3 other files (references) in skills-catalog/simulink-simulation/authoring-simulink-inputs of matlab/simulink-agentic-toolkit.
- SKILL.md
- manifest.yaml
- references/dataset-patterns.md
- references/signal-patterns.md
Open the folder on GitHubat commit c58e6ae
Compare with similar skills
Authoring Simulink Inputs 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 |
|---|---|---|---|---|---|---|
| Authoring Simulink Inputs this skillmatlab/simulink-agentic-toolkit | 1.2k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Pie Chart Data AnalysisMichaelYang-lyx/AIDABench | 111 | 1 repos | ~964 | Automated safety check: Pass | None | |
| Data Visualization AnalysisDrchronx/ai-agent-research-starter-kit | 135 | — | ~621 | Automated safety check: Pass | Custom licence | |
| Research Data Auto Analysis PlottingDrchronx/ai-agent-research-starter-kit | 135 | — | ~463 | Automated safety check: Pass | Custom licence | |
| Officecli Data DashboardFerroxLabs/wayland | 608 | 4 repos | ~9.2k | Automated safety check: Pass | AGPL-3.0 | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT |
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Related
Categories
Questions about Authoring Simulink Inputs
What does Authoring Simulink Inputs do?
Synthesize new waveforms from scratch for Simulink inports using createInputDataset. Authoring Simulink Inputs is an agent skill from matlab/simulink-agentic-toolkit. Synthesize new waveforms from scratch for Simulink inports using createInputDataset.
When should I use Authoring Simulink Inputs?
Authoring Simulink Inputs fits situations like: asks to generate; synthesize signals (step; noise) to populate a Dataset for External Inputs; inport timing setup.
How do I install Authoring Simulink Inputs in Claude Code?
Run `npx skills add matlab/simulink-agentic-toolkit --skill authoring-simulink-inputs -a claude-code`. Or copy the skill folder (skills-catalog/simulink-simulation/authoring-simulink-inputs in matlab/simulink-agentic-toolkit) into .claude/skills/authoring-simulink-inputs in your project. Claude Code loads it when a task matches its description.
How do I install Authoring Simulink Inputs in Codex?
Run `npx skills add matlab/simulink-agentic-toolkit --skill authoring-simulink-inputs -a codex`. Or copy the skill folder (skills-catalog/simulink-simulation/authoring-simulink-inputs in matlab/simulink-agentic-toolkit) into .agents/skills/authoring-simulink-inputs in your project. Codex loads it when a task matches its description.
Can I use Authoring Simulink Inputs 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 authoring-simulink-inputs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/authoring-simulink-inputs, .gemini/skills/authoring-simulink-inputs, .github/skills/authoring-simulink-inputs and .opencode/skills/authoring-simulink-inputs in your project.
What does Authoring Simulink Inputs need to run?
SKILL.md names no scripts, command-line tools or credentials: Authoring Simulink Inputs is instructions for the agent only.
Does Authoring Simulink Inputs 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 Authoring Simulink Inputs 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 Authoring Simulink Inputs use?
Authoring Simulink Inputs 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 Authoring Simulink Inputs use?
About 2.2k tokens (SKILL.md is roughly 9k 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 1.6k tokens, read only when the agent opens those files.
What are the alternatives to Authoring Simulink Inputs?
Skills that share tags, products or a category with Authoring Simulink Inputs: Pie Chart Data Analysis (MichaelYang-lyx/AIDABench, 111 stars), Data Visualization Analysis (Drchronx/ai-agent-research-starter-kit, 135 stars), Research Data Auto Analysis Plotting (Drchronx/ai-agent-research-starter-kit, 135 stars) and Officecli Data Dashboard (FerroxLabs/wayland, 608 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Authoring Simulink Inputs?
matlab (a GitHub organization) maintains it in matlab/simulink-agentic-toolkit, which has 1,199 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.