writing-vizro-yaml

Use this skill when writing or debugging Vizro YAML dashboard configurations — component syntax, data_manager registration, custom function wiring, filter/parameter setup, or AG Grid tables. Activate when the user is building a Vizro app, encountering YAML or runtime errors, or asking about Vizro component patterns.

1.47x

Quality

93%

Does it follow best practices?

Impact

96%

1.47x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

100%

23%

Regional Sales Performance Dashboard

Custom charts, data registration, module prefix

Criteria

Without context

With context

Custom function file placement

100%

Module prefix in _target_

100%

DataFrame used directly

100%

No data_manager subscripting

100%

Pre-process before register

100%

Quoted special-char column name

100%

Filter targets specified

100%

Parameter target format

100%

No version pin in requirements

42%

100%

Unique port specified

100%

32%

Executive KPI Summary Dashboard

KPI cards, figure type, capture decorator

Criteria

Without context

With context

No title on figure component

100%

capture(figure) decorator

100%

Returns dbc.Card

100%

card-kpi class name

100%

No go.Indicator usage

100%

reverse_color for cost metric

100%

Currency format no excess decimals

100%

Percentage format single decimal

100%

Full metric names

100%

Units in labels

100%

Reference comparison used

100%

88%

36%

Team Performance Heatmap Dashboard

AG Grid heatmap, palette colors, styleConditions, __wrapped__

Criteria

Without context

With context

Custom table file placement

100%

dash_ag_grid _target_ for standard grids

100%

Vizro palette used for colors

100%

styleConditions for cell styling

100%

__wrapped__ call in capture function

100%

JS file in assets directory

100%

BarRenderer registered on window

100%

capture(ag_grid) decorator

100%

Filter targets for different datasets

33%

Repository: mckinsey/vizro
Commit: 124060f

Evaluated: 4 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Regional Sales Performance Dashboard Executive KPI Summary Dashboard Team Performance Heatmap Dashboard

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