nature-data

Generate and audit data availability statements for Nature journal submissions.

34.2k|1.9k|Updated Apr 24, 2026
One-click install
npx skills add https://github.com/Yuan1z0825/nature-skills --skill nature-data
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nature-data
Source: https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-data
Command: npx skills add https://github.com/Yuan1z0825/nature-skills --skill nature-data

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and references/chinese-author-alignment.md (resource) and references/fair-metadata-checklist.md (resource) and references/repository-and-identifiers.md (resource) and references/source-basis.md (resource) and references/statement-patterns.md (resource) components.

What problem does it solve?

This Skill automates the creation and auditing of data availability statements, repository plans, and metadata checklists tailored for Nature and Springer Nature publications, reducing manual effort.

Core Features & Use Cases

  • Drafts comprehensive Data Availability statements aligned with journal policies.
  • Audits dataset repositories, identifiers, and metadata for compliance and completeness.
  • Converts Chinese author notes into precise English data sharing language for submissions.
  • Provides structured guidance for repository selection, citation, and FAIR principles adherence.
  • Supports manuscript submission workflows involving sensitive, restricted, or third-party data.

Quick Start

Use the nature-data skill to generate a data statement for a manuscript with datasets stored in Zenodo and associated metadata files.

Frequently Asked Questions about nature-data

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

FAQPage Schema
How do I generate a data availability statement for a Nature journal submission?

To generate a data availability statement for a Nature journal submission, provide your dataset details and repository information. The system automates drafting comprehensive statements aligned with specific journal policies and FAIR metadata compliance.

What is FAIR metadata compliance for research data repositories?

FAIR metadata compliance ensures research data in repositories is Findable, Accessible, Interoperable, and Reusable. The system audits your dataset repositories and metadata checklists to verify completeness and adherence to these specific standards.

Can I translate Chinese author notes into English data sharing statements?

Yes, you can convert Chinese author notes into English data sharing statements. The system processes bilingual input to generate precise English documentation tailored for manuscript submissions to Nature and Springer Nature publications.

How do I audit dataset repositories and identifiers for journal compliance?

To audit dataset repositories and identifiers for journal compliance, input your existing data documentation. The system validates repository selection, identifiers, and metadata against Nature policy guidelines and structured checklists.

Does this support manuscript submissions involving sensitive or restricted data?

Yes, this supports manuscript submissions involving sensitive, restricted, or third-party data. It provides structured guidance for repository selection, legal considerations, and citation to ensure compliant data sharing documentation.