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digital-twin-dashboard-designer

Engineers the frontend representations and data visualization layers for digital twin systems, making complex real-time telemetry, sensor data, and simulation…

Skill by smartrus

IndexedMIT
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/smartrus-digital-twin-dashboard-designer

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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.

Use cases: design, frontend, backend, data

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/digital-twin-dashboard-designer

What's inside

Skill name
digital-twin-dashboard-designer
Description
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.
License
MIT
Instructions
25 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (3)

  • SKILL.md
  • evals.json · evals/
  • dashboard_spec_generator.py · scripts/

SKILL.md (first lines)

# 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

From smartrus/claude-skills-and-apps, MIT.

More from smartrus/claude-skills-and-apps

Signals

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Last commit (this folder)
Mar 23, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/smartrus/claude-skills-and-apps
Website
smartrus.github.io/claude-skills-and-apps/
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

digital-twin-dashboard-designer skill. Agent Mart. https://agentmart.dev/skills/smartrus-digital-twin-dashboard-designer (last updated 2026-10-24)