> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# scientific-visualization — AI agent skill for visualization and presentation

> Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

# `scientific-visualization`

> Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.

**Category:** [visualization-and-presentation](/research-agent-skills/skills#visualization-and-presentation) · **License:** MIT · **Version:** 1.2

## Install

```bash theme={null}
npx research-agent-skills install scientific-visualization
npx skills add KalarisLabs/research-agent-skills --skill scientific-visualization
```

## When to use it

Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/scientific-visualization/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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