nature-data

Draft Nature-ready Data Availability statements and check FAIR metadata compliance.

Updated Jun 30, 2026
One-click install
npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill nature-data-suns1eep1ng
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nature-data
Source: https://github.com/SunS1eep1ng/codex-dotfiles/tree/main/skills/nature-data
Command: npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill nature-data-suns1eep1ng

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps researchers create comprehensive Data Availability statements, manage data repository plans, and ensure FAIR metadata compliance for academic publications.

Core Features & Use Cases

  • Data Availability Statement Drafting: Generate statements directly usable in manuscripts for Nature and Springer Nature journals.
  • Data Repository Management: Decide where to store data and how to reference it, including public repositories and controlled access options.
  • FAIR Metadata Checklists: Prepare and review metadata for datasets to ensure they meet FAIR principles for findability, accessibility, interoperability, and reusability.
  • Use Case: When preparing a manuscript for submission to a Nature journal, use this Skill to draft a Data Availability statement, select a data repository, and ensure all metadata meets FAIR standards.

Quick Start

Use the nature-data skill to draft a Data Availability statement for your manuscript.

Frequently Asked Questions about nature-data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write a Data Availability statement for a Nature journal submission?

Drafting a Data Availability statement for a Nature journal submission involves generating a standardized text block declaring where and how your research data can be accessed. This process creates statements directly usable in manuscripts for Nature and Springer Nature publications.

How do I ensure my research data meets FAIR principles for publication?

Ensuring research data meets FAIR principles requires reviewing dataset metadata against findability, accessibility, interoperability, and reusability standards. You can prepare and review your metadata using FAIR compliance checklists designed for academic publication requirements.

Can I translate a Chinese data availability note into English for my manuscript?

Yes, you can translate a Chinese data availability note into English for manuscript submissions. This functionality supports Chinese-speaking authors by converting their data availability notes into English text suitable for international academic journals.

How do I manage data repository plans for controlled access and public repositories?

Managing data repository plans involves deciding where to store your research data and how to reference it properly. You can structure plans for both public repositories and controlled access options to ensure proper data sharing protocols are followed.

Do I need manifest.yaml and SKILL.md to configure research data management workflows?

Yes, you need manifest.yaml and SKILL.md files to configure and execute this research data management workflow. These files are required to set up the environment for generating Data Availability statements and checking FAIR metadata compliance.