smartrus/digital-twin-dashboard-designer
skills/design/digital-twin-dashboard-designer/SKILL.md
Engineers the frontend representations and data visualization layers for digital twin systems, making complex real-time telemetry, sensor data, and simulation outputs accessible through intuitive dashboards. Designs alert hierarchies, anomaly highlighting, and drill-down interaction patterns for operational monitoring. Trigger on digital twin dashboards, telemetry visualization, real-time monitoring UI, and operational dashboards. Do NOT trigger on digital twin specification/modeling, general web dashboard design, data analytics dashboards, backend data pipelines, or general data visualization without real-time operational context.
development
Updated Apr 25, 2026
$ install --global
skillsauthnpx skillsauth add smartrus/claude-skills-and-apps digital-twin-dashboard-designerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 25, 2026, 4:15 PM21.3s3 files scanned
SKILL.md
- name:
- digital-twin-dashboard-designer
- description:
- >-
- version:
- 0.1.0
- author:
- smartrus
- tags:
- [design, digital-twin, dashboard, data-visualization, telemetry, real-time-monitoring, operational-ui, sensor-data]
Digital Twin Dashboard Designer
This skill specializes in designing the frontend representation and data visualization layers for digital twin systems. It creates intuitive dashboards that make complex real-time sensor data and simulation outputs accessible to operators and engineers.
When to Use
Use this skill when:
- Designing overview dashboards for digital twin monitoring
- Creating drill-down interaction patterns for detailed telemetry
- Architecting alert hierarchies and anomaly visualization
- Planning real-time data refresh and update strategies
- Designing information architecture for multi-sensor systems
- Creating contextual dashboards for different operator roles
- Establishing visual priority systems for critical alerts
When NOT to Use
Do NOT use this skill for:
- Digital twin specification, modeling, or simulation architecture
- General web dashboard design without twin context
- Data analytics and reporting dashboards
- Backend data pipeline and ETL design
- General data visualization without real-time operational context
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