Nature Skills — Nature-Quality Academic Figures and Writing for AI Agents

Introduction

Nature Skills is an open-source skill originating from the Chinese academic community that teaches AI coding agents to produce figures and scientific text meeting the rigorous standards of Nature journal publications. It encodes the formatting conventions, visualization principles, and writing style expected by top-tier scientific journals directly into an agent's workflow.

What It Does

• Guides AI agents to generate publication-quality scientific figures with proper labeling, resolution, and color schemes
• Enforces Nature journal typography, layout, and caption formatting standards
• Produces scientific writing that follows Nature's concise, precise communication style
• Handles multi-panel figure composition with consistent axes, legends, and annotations
• Supports common scientific plot types including bar charts, scatter plots, heatmaps, and line graphs

Architecture Overview

Nature Skills operates as markdown-based skill files that integrate into the context window of AI coding agents like Claude Code. When the agent generates figure code or drafts academic text, the embedded guidelines steer output toward Nature-compliant formatting. There is no runtime dependency — it works through prompt-level instruction injection. The files contain specifications for font sizes, color palettes, figure dimensions, and writing conventions from Nature's author guidelines.

Self-Hosting & Configuration

• Clone the repository and copy skill files into your agent's skills directory
• No API keys or external dependencies required
• Customize formatting rules by editing the skill markdown files
• Compatible with Claude Code and other agents supporting skill file loading
• Works entirely offline after installation

Key Features

• Encodes Nature journal figure standards into reusable agent skill files
• Covers font selection, axis formatting, color accessibility, and resolution requirements
• Produces figures that reduce revision cycles during journal submission
• Writing guidance ensures proper scientific tone, structure, and citation formatting
• Lightweight context footprint suitable for inclusion alongside other skills

Comparison with Similar Tools

• Matplotlib style sheets — provide visual defaults; Nature Skills adds journal-specific guidance including writing
• SciencePlots — offers pre-made styles; Nature Skills teaches the agent to reason about composition
• LaTeX templates — handle document layout; Nature Skills covers content generation and figures
• Taste Skill — focuses on UI aesthetics; Nature Skills targets scientific publishing standards

FAQ

Q: Does it only work for Nature journal submissions? A: The standards are based on Nature guidelines, but the output quality suits most high-impact journals with similar formatting expectations.

Q: What plotting libraries does it support? A: It guides the agent's use of any Python plotting library, with primary focus on Matplotlib and Seaborn conventions.

Q: Can I use it for non-English academic writing? A: The skill is designed around English-language Nature standards but the figure formatting guidance applies regardless of language.

Sources

• https://github.com/Yuan1z0825/nature-skills