selecting-vizro-charts

Use this skill when choosing chart types, applying Plotly Express conventions, configuring colors, building KPI cards, or adding tables (AG Grid) to Vizro dashboards. Activate when the user asks which chart fits their data, needs custom chart functions, wants to set colors or palettes, is creating KPI metric cards, or needs a tabular detail view.

1.53x

Quality

—

Does it follow best practices?

Impact

86%

1.53x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

98%

53%

Regional Sales Performance Dashboard

Bar chart aggregation and color defaults

Criteria

Without context

With context

Horizontal bar orientation

100%

Custom chart decorator

100%

Pre-aggregation inside function

100%

No color specification

100%

Sort by value descending

100%

80%

Bar starts at zero

100%

Correct chart for composition

100%

Pie/donut slice limit respected

100%

Axis/legend cleanup

100%

No 3D or dual-axis

100%

95%

39%

Operations Metrics Summary Page

KPI cards and AG Grid table

Criteria

Without context

With context

kpi_card import

100%

Figure model wrapping

100%

kpi_card_reference used

100%

reverse_color for cost/error metrics

100%

vm.AgGrid used

100%

dash_ag_grid import

100%

90%

vizro.themes import for colors

100%

66%

No custom KPI implementation

100%

No chart colors set

100%

No vm.Table usage

100%

66%

-2%

Marketing Channel Mix Analysis Dashboard

Chart type selection and 100% stacked bar

Criteria

Without context

With context

Stacked bar for composition

100%

Pre-calculated percentages

100%

Correct axis range for percentage

100%

Line chart for trend (12+ points)

100%

Line data sorted by x ascending

75%

50%

Horizontal bar for comparison

Bar sorted by value

@capture decorator used

No explicit color specification

100%

No pie with more than 5 slices

100%

No 3D or dual-axis charts

100%

Repository: mckinsey/vizro
Commit: 2280402

Evaluated: 21 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Regional Sales Performance Dashboard Operations Metrics Summary Page Marketing Channel Mix Analysis Dashboard

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