Can I export figures in vector format?

Absolutely, the skill supports PDF, EPS, and SVG formats, which are preferred by publishers for lossless scaling in manuscripts.

Does this skill support specific journal formats?

Yes, it includes pre-configured styles and dimension requirements for major publications like Nature, Science, and Cell.

Which Python libraries are used for visualization?

The skill primarily leverages Matplotlib, Seaborn, and Plotly to provide a wide range of statistical and interactive plotting capabilities.

Are the generated figures accessible for colorblind readers?

Yes, the skill prioritizes perceptually uniform colormaps like viridis and specifically recommends colorblind-safe palettes such as Okabe-Ito.

Scientific Data Visualization

Name: Scientific Data Visualization
Author: lifangda

bylifangda

•

Data Science & ML

Generates publication-quality scientific figures and multi-panel layouts compliant with major journal standards.

This skill empowers researchers and data scientists to create professional, journal-ready visualizations directly within Claude Code. It automates the complex styling requirements of major publishers like Nature, Science, and Cell, ensuring high resolution, vector exports, and precise multi-panel arrangements. By integrating best practices for colorblind-accessible palettes and statistical rigor, it streamlines the transition from raw data to submission-ready manuscripts using Matplotlib, Seaborn, and Plotly.

Key Features

01Journal-specific styling presets for Nature, Science, and Cell

02Automated multi-panel figure generation with consistent alignment and labeling

03Built-in colorblind-safe palettes and perceptually uniform colormaps

04High-resolution and vector export support (PDF, EPS, TIFF at 600 DPI)

05Standardized statistical notation including error bars and significance markers

0616 GitHub stars

Use Cases

01Preparing figures for peer-reviewed journal submissions and research manuscripts

02Converting existing plots into colorblind-friendly and accessible formats

03Standardizing visual styles across large-scale data science projects and reports

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lifangda/claude-plugins scientific-visualization

For use in Claude.ai and ChatGPT

Download Skill