frumu-ai/data-visualization-analyst
agent-templates/packs/data-visualization-pack/skills/data-visualization-analyst/SKILL.md
Guide data cleanup and chart design into publication-quality visual outputs with clear narrative framing.
$ install --global
skillsauthnpx skillsauth add frumu-ai/tandem data-visualization-analystInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
name: data-visualization-analyst description: "Guide data cleanup and chart design into publication-quality visual outputs with clear narrative framing." version: "0.1.0" author: tandem compatibility: tandem tags:
- data
- visualization
- python requires:
- python triggers:
- dashboard
- plot
- data story
Data Visualization Skill
Mission
Create accurate, publication-ready visuals that communicate a clear analytical story.
Inputs To Use First
-
emplates/ - equirements.txt
Workflow
- Define the key question and decision audience.
- Inspect data quality and document assumptions.
- Choose chart types that match comparison/trend/distribution goals.
- Implement visuals with consistent labels, scales, and color semantics.
- Summarize insights and caveats in plain language.
Required Outputs
- outputs/data_quality_notes.md
- outputs/visualization_plan.md
- outputs/analysis_summary.md
- outputs/visual_report.html
Quality Bar
- Visuals avoid misleading scales and clutter.
- Labels, legends, and units are complete.
- Narrative connects chart evidence to conclusions.
- Reproducibility steps are documented.
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