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.

1.77x

Quality

87%

Does it follow best practices?

Impact

96%

1.77x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

100%

14%

Sales Performance Dashboard with Custom Visualizations

Custom chart implementation

Criteria

Without context

With context

capture decorator import

100%

capture decorator usage

100%

snake_case function name

100%

data_frame first argument

100%

returns go.Figure

100%

data from data_frame only

100%

custom chart section placement

100%

no plot_bgcolor modification

100%

hover template light/dark compatibility

100%

no color sequence override

100%

chart called from Graph model

100%

example_app structure

100%

58%

E-Commerce Metrics Dashboard with Key Performance Indicators

KPI cards and color handling

Criteria

Without context

With context

kpi_card usage

100%

no custom chart for KPI

100%

no chart color overrides

100%

no KPI color overrides

100%

vizro palette import for AG Grid

100%

no hardcoded hex in AG Grid

100%

Figure model wrapping

100%

example_app structure

100%

data manipulation in app

75%

100%

AG Grid component

100%

88%

54%

Live Inventory Dashboard with Refreshable Data

Dynamic data and implementation spec

Criteria

Without context

With context

data_manager function reference

100%

loading function defined

100%

spec/4_implementation.yaml created

100%

spec data_type field

100%

spec data_sources documented

100%

spec app_file documented

100%

caching configured

named data reference

100%

example_app structure

100%

spec_compliance section

100%

Repository: mckinsey/vizro
Commit: 124060f

Evaluated: 10 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Sales Performance Dashboard with Custom Visualizations E-Commerce Metrics Dashboard with Key Performance Indicators Live Inventory Dashboard with Refreshable Data

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