Agent skill · Data & Analytics

matlab-build-industrial-hmi

Build industrial-grade SCADA/HMI dashboards in MATLAB App Designer following industrial-HMI conventions (ISA-101-aligned): gray-field philosophy, alarms at source, write safeguards, fixed-range trends, drill-down layout. Use when wrapping OPC UA / Modbus / MQTT / OSI PI / PI AF monitoring scripts into a live App Designer app, building plant overviews, designing operator dashboards, or any time a user asks for a "SCADA dashboard", "HMI", "plant dashboard", "operator screen", or "industrial monitoring app" in MATLAB. Trigger on: SCADA, HMI, industrial dashboard, plant overview, operator screen,

matlabgithub.com/matlabGitHub ↗
claude-codecodexcopilotNOASSERTION
Install
npx skills add matlab/matlab-agentic-toolkit --skill matlab-build-industrial-hmi --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 13
SKILL.md size: 18 KB
Bundled scripts: none
Version: 1.0
Declared author: MathWorks
Path: skills-catalog/test-and-measurement/matlab-build-industrial-hmi/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 868
Language: MATLAB

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Industrial HMI Builder Build operator-facing SCADA/HMI dashboards in MATLAB App Designer that follow industrial-HMI conventions: gray-field color philosophy, alarms shown at the data source, write safeguards on every setpoint, fixed-range trends with threshold lines, and a drill-down layout (plant overview → area → detail). ## When to Use - A user asks to "wrap this OPC UA / Modbus / MQTT / OSI PI / PI AF script into a SCADA dashboard / HMI / operator screen" — including scripts generated by the **OPC UA Explorer** or **Modbus Explorer** apps (`opcuageneratedScript.mlx`, `modbusgeneratedScript.mlx`) - Building a plant overview, area screen, or detail screen for industrial monitoring - Adding alarm visualization, setpoint writes, or live trends to an existing App Designer app - Reviewing or refactoring an HMI that uses gauges, lamps, or trend axes for process data - Any prompt mentioning ISA-101, gray-field, alarm banner, write confirm, setpoint, or "operator dashboard" ## When NOT to Use - General App Designer mechanics (`uigridlayout`, callback wiring, lifecycle, `matlab.apps.AppBase` scaffolding) — use `matlab-build-app` instead. This skill assumes that knowledge. - Discovering

What's inside
Steps it walks through
  1. When to Use
  2. When NOT to Use
  3. Must-Follow Rules
  4. Widget & Layout
  5. Alarms & Trends
  6. Writes
  7. Protocol Selection
  8. App Designer Language
  9. Workflow
  10. Key Functions
  11. Patterns
  12. Common Mistakes
  13. References
  14. Toolbox Dependencies
Ships with 12 files
  • manifest.yaml
  • references/alarm-patterns.md
  • references/app-designer-gotchas.md
  • references/color-and-layout-rules.md
  • references/common-mistakes.md
  • references/known-schema-patterns.md
  • references/pi-af-cheatsheet.md
  • references/protocol-cheatsheet.md
  • references/server-agnostic-discovery.md
  • references/trend-config-reference.md
  • references/widget-selection-flowchart.md
  • references/write-safeguards-reference.md
More from matlab-agentic-toolkit
All skills →
About this skill
What does the matlab-build-industrial-hmi skill do?

Build industrial-grade SCADA/HMI dashboards in MATLAB App Designer following industrial-HMI conventions (ISA-101-aligned): gray-field philosophy, alarms at source, write safeguards, fixed-range trends, drill-down layout. Use when wrapping OPC UA / Modbus / MQTT / OSI PI / PI AF monitoring scripts into a live App Designer app, building plant overviews, designing operator dashboards, or any time a user asks for a "SCADA dashboard", "HMI", "plant dashboard", "operator screen", or "industrial monitoring app" in MATLAB. Trigger on: SCADA, HMI, industrial dashboard, plant overview, operator screen,

How do I install it?

Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-build-industrial-hmi --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From matlab/matlab-agentic-toolkit, a repository with 868 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going