dashboard-design

Use this skill first when the user wants to design or plan a dashboard, especially Vizro dashboards. Enforces a 3-step workflow (requirements, layout, visualization) before implementation. Activate when the user asks to create, design, or plan a dashboard. For implementation, use the dashboard-build skill after completing Steps 1-3.

1.23x

Quality

—

Does it follow best practices?

Impact

96%

1.23x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

88%

-6%

E-Commerce Performance Dashboard: Requirements Phase

Step 1 requirements and IA spec

Criteria

Without context

With context

spec/ directory created

100%

Template structure followed

90%

100%

KPI count per page (7±2 rule)

91%

100%

Multiple distinct user personas

100%

Purpose per page

100%

Data sources documented

100%

Decisions section present

100%

Numbered options or structured choices

70%

30%

Max 3-level hierarchy

100%

Decision-focused metrics

91%

58%

100%

36%

Supply Chain Analytics Dashboard: Layout and Interactions

Step 2 layout and interaction UX spec

Criteria

Without context

With context

spec/2_interaction_ux.md created

100%

Template structure followed

75%

100%

ASCII wireframe per page

100%

Named interaction pattern

66%

100%

Source-Control-Target documented

50%

100%

Control has explicit id

30%

100%

Interactions section absent or justified

50%

100%

Show_in_url for cross-page interaction

40%

100%

Wireframe labels correct

30%

100%

Decisions section populated

100%

24%

SaaS Product Analytics Dashboard: Visualization Design

Step 3 visualization design spec

Criteria

Without context

With context

spec/3_visual_design.md created

100%

Template structure followed

100%

KPI cards use built-in type

40%

100%

Line chart for churn trend

100%

Bar chart for segment breakdown

100%

No pie chart for 5-segment data

100%

No Colors section

100%

KPI format specified

100%

Decisions section populated

100%

Repository: mckinsey/vizro
Commit: 54903fc

Evaluated: 23 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

E-Commerce Performance Dashboard: Requirements Phase Supply Chain Analytics Dashboard: Layout and Interactions SaaS Product Analytics Dashboard: Visualization Design

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