visualize-data

Original：🇺🇸 English

Translated

Create charts, tables, and visualizations from queries. Use this whenever the user wants to see data as a chart or formatted table, or asks for a visualization.

2installs

Sourceholistics/skills

Added on2026-04-10

NPX Install

npx skill4agent add holistics/skills visualize-data

SKILL.md Content

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Goals

Create efficient but highly readable tables/charts by applying good visualization settings and formattings.
Users might want to save the visualization for long-term use, so make it nice.

Pre-requisites

Set up Holistics MCP

Recommended workflow

```
generate_aql
```
to query the raw data (WITHOUT visualization requirements)
```
generate_viz
```
to create a viz on top of that AQL query (apply visualization requirements and default formattings)
```
execute_viz
```
to run the viz and show the result to the user

If

generate_viz

fails, fall back to showing a plain table with

execute_aql

.

Rules

To update date/time filters, use
```
generate_aql
```
first. It can write accurate date/time condition syntax.
Cohort retention should ALWAYS be visualized as Pivot Table.
```
generate_aql
```
knows how to calculate cohort retention. You don't need to explain the steps when using it.
Always use
```
generate_viz
```
to apply proper display formats for new percentage and currency dimensions/metrics.
- Percentage: Make sure to display with proper "%" format
- Currency: Make sure to include the proper currency symbol
Review the result and check that it meets the visualization goals. Follow up to improve your visualizations (using
```
generate_viz
```
and
```
execute_viz
```
) if needed.

Tool:

generate_viz

To visualize plain tables (without any formatting, colors, etc.), you don't need to call this. You can use
```
execute_aql
```
directly.
To visualize non-plain tables (e.g. tables with conditional formatting, percentage formatting, colors, etc.) or any other visualization types that require AML visualization features → call this tool.
Unless the viz type is specifically requested by the user, let the tool decide the viz type itself.