Data Visualization (Universal)

Overview

This skill enables you to create professional scientific visualizations including scatter plots, line charts, heatmaps, violin plots, and more. Unlike cloud-hosted solutions, this skill uses the matplotlib and seaborn Python libraries and executes locally in your environment, making it compatible with ALL LLM providers including GPT, Gemini, Claude, DeepSeek, and Qwen.

When to Use This Skill

• Create publication-quality figures for papers and presentations
• Generate exploratory data analysis (EDA) plots
• Visualize gene expression, QC metrics, or clustering results
• Create multi-panel figures combining different plot types
• Export high-resolution images for reports
• Customize plot aesthetics (colors, fonts, styles)

How to Use

Step 1: Import Required Libraries

import matplotlib.pyplot as plt
import seaborn as sns