dashboard-build

Use this skill to build, implement, and test Vizro dashboards (Phase 2). Activate when the user wants to create a working app, says "just build it", or has data ready for implementation. Requires spec files from the dashboard-design skill (Phase 1), or user confirmation to skip design.

1.92x

Quality

87%

Does it follow best practices?

Impact

96%

1.92x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

100%

47%

Retail Sales Analytics Dashboard

Bar/line chart pre-aggregation and color compliance

Criteria

Without context

With context

@capture decorator used

100%

capture imported from vizro.models.types

100%

vizro.plotly.express used

100%

Aggregation inside @capture function

100%

No color_discrete_map

100%

No color_discrete_sequence

100%

No hardcoded hex colors

100%

No layout color overrides

100%

data_frame first argument

100%

spec/4_implementation.yaml created

60%

100%

75%

Warehouse Operations Monitoring Dashboard

Dynamic data, caching, and KPI card usage

Criteria

Without context

With context

data_manager with function reference

100%

flask_caching Cache configured

100%

kpi_card or kpi_card_reference used

100%

No custom chart for KPI values

100%

vizro.plotly.express used

100%

No hardcoded hex colors

100%

No color kwargs in chart calls

100%

spec/4_implementation.yaml created

100%

spec/4 documents dynamic data_type

100%

Caching field in spec/4

100%

90%

18%

Portfolio Risk-Return Dashboard

Custom chart implementation pattern and spec documentation

Criteria

Without context

With context

@capture("graph") decorator present

100%

capture imported from vizro.models.types

100%

Custom chart in CUSTOM CHART SETUP section

100%

vizro.plotly.express used in custom function

data_frame as first parameter

100%

Returns go.Figure

100%

Hover template defined

100%

Hover template has no hardcoded colors

100%

No plot_bgcolor set

100%

spec/4_implementation.yaml with custom_charts

70%

100%

spec/5_test_report.yaml created

50%

100%

Repository: mckinsey/vizro
Commit: e630476

Evaluated: 22 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Retail Sales Analytics Dashboard Warehouse Operations Monitoring Dashboard Portfolio Risk-Return Dashboard

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