nature-skills
符合nature论文学术表达和科研绘图的Skill
nature-skills is a collection of reusable AI skills designed to help academic researchers produce Nature-style scientific papers, figures, and supporting materials. It provides 18+ specialized workflows for tasks like literature reading, academic writing, peer review simulation, figure generation, citation management, and manuscript revision responses. The skills integrate with AI coding agents such as Claude Code, Codex, and compatible frameworks to automate and standardize research workflows.
Key Features
Use Cases
- 01Converting research papers into bilingual Markdown readers with figure-text alignment
- 02Polishing academic manuscripts to meet Nature journal style and formatting standards
- 03Generating publication-ready scientific plots and schematic diagrams for submissions
- 04Drafting detailed point-by-point rebuttal letters for major revision responses
- 05Running pre-submission peer review simulations to identify manuscript weaknesses
- 06Verifying reference accuracy and detecting author/volume/page discrepancies across databases
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nature-skills — FAQ
What is nature-skills?+
nature-skills is an open collection of AI-powered workflows (skills) that help researchers produce academic papers, figures, citations, and reviews following Nature journal standards. Each skill is a structured workflow file that AI coding agents can load and execute.
How do I install nature-skills?+
For Codex, clone the repository and run scripts/update-codex-skills.sh --pull. For Claude Code, create subagent wrappers pointing to a stable local clone. You can also use npx skills add Yuan1z0825/nature-skills to install via the CLI for supported agents.
Which AI clients work with nature-skills?+
The skills are tested with Claude Code, Codex, and compatible agent frameworks like OpenClaw and Hermes. They can be adapted to any AI agent that supports custom skill/prompt libraries.
Do I need API keys or external accounts?+
Most skills run locally without API keys. Optional features like academic search (nature-academic-search) require PubMed email; Scopus/ScienceDirect integration needs institutional access. Patent search may require CNIPA credentials.
Is nature-skills free to use?+
Yes, the skill library is open source under the Apache 2.0 license. You need your own AI agent subscription (Claude, GPT) to run the workflows, but the skills themselves are free.
What programming languages are required?+
Some skills generate Python or R scripts for scientific plots. The nature-paper-to-patent skill uses Python with optional Playwright for patent database queries. Core writing and polishing skills require no coding.
How do I install nature-skills?+
Open the source repository on GitHub and follow its README. nature-skills is a agent — MCP Agents Market links you directly to the official repo.
Is nature-skills free?+
nature-skills is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.