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MURAGE

An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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Data analysis skills

Dashboard Design

Produces a complete dashboard layout specification. Defines the business questions the dashboard answers, specifies each panel (chart type, data source, title, update frequency), and maps the layout grid with sizing and positioning.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the Dashboard Design skill on this: [describe the job, or paste your notes].”

Filters are not cosmetic -- they define the analytical surface area of the dashboard. Under-filtered dashboards show averages that obscure problems. Over-filtered dashboards paralyze users with options.

What it covers

  • Dashboard Specification

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
Data analysis
Level
intermediate
License
Apache-2.0
data-visualizationdesignanalysis

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on Dashboard Design for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • Weekly reportThe Friday update, written before you ask.
  • Monthly numbersWhat moved last month, and why, on one page.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the Dashboard Design skill?+

Produces a complete dashboard layout specification. Defines the business questions the dashboard answers, specifies each panel (chart type, data source, title, update frequency), and maps the layout grid with sizing and positioning.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

More data analysis skills.

  • Chart FormattingProduces a complete chart formatting specification including axis labels, tick mark spacing, gridline density, legend placement and annotation placement.
  • Chart Type SelectorDetermines the correct chart type for a specific data comparison by applying chart selection logic based on analytical intent (ranking, trend, distribution, composition, correlation, geographic).
  • Color In DataApplies color to data visualizations by selecting sequential, diverging, or categorical palettes based on data type.
  • Data StorytellingStructures a data narrative that turns analytical findings into a compelling story.
  • Infographic PlanningPlans an infographic by defining the key message and selecting the information hierarchy.
  • KPI VisualizationDesigns the visualization layer for KPIs by selecting the display format (scorecard, gauge, sparkline, trend line) and specifying target lines.

All data analysis skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for