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nature-data

Generate compliant Data Availability statements and FAIR metadata checklists for Nature-family manuscripts.

Updated Jun 20, 2026
Search Tags:#nature#academic writing#research data#data availability#manuscript submission#fair principles
One-click install
npx skills add https://github.com/Cmochance/nature-app --skill nature-data-cmochance
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nature-data
Source: https://github.com/Cmochance/nature-app/tree/main/skills-bundled/nature-data
Command: npx skills add https://github.com/Cmochance/nature-app --skill nature-data-cmochance

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill resolves the complexity of meeting strict Nature Portfolio and Springer Nature data sharing requirements, ensuring your manuscript's data availability statement is compliant, transparent, and professionally formatted.

Core Features & Use Cases

  • Automated Compliance: Generates Data Availability statements that adhere to Nature Portfolio reporting standards.
  • FAIR Metadata Auditing: Checks your dataset deposits for Findability, Accessibility, Interoperability, and Reusability.
  • Bilingual Support: Seamlessly converts Chinese author notes into precise, academic English suitable for high-impact journal submissions.
  • Use Case: If you are struggling to describe restricted human-participant data or need to map figure source data to a repository record, this skill provides the exact phrasing and checklist required to satisfy editors and reviewers.

Quick Start

Use the nature-data skill to draft a data availability statement for my manuscript based on the provided dataset details and repository links.

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 compliant data availability statement for a Nature journal manuscript?▼

To write a compliant data availability statement for a Nature journal, you must classify datasets by access route, select repositories, and document provenance. This skill generates text adhering to Nature Portfolio reporting standards automatically.

What is a FAIR metadata checklist for academic research data?▼

A FAIR metadata checklist for academic research data audits dataset deposits for Findability, Accessibility, Interoperability, and Reusability. This skill evaluates your deposits against these principles to ensure high-impact journal compliance.

How do I translate Chinese research notes into formal English for manuscript submission?▼

To translate Chinese research notes into formal English for manuscript submission, this skill converts author inputs into precise academic text suitable for Nature-family journals, ensuring proper disclosure of restricted or third-party data.

How to describe restricted human-participant data in a data availability statement?▼

Describing restricted human-participant data in a data availability statement requires specific phrasing to satisfy editors and reviewers regarding access restrictions. This skill provides the exact compliant wording needed for Nature Portfolio submissions.

Can I map figure source data to a repository record for a Nature submission?▼

Yes, you can map figure source data to a repository record for a Nature submission. This skill helps link your manuscript figures directly to repository records, satisfying dataset citation and provenance documentation requirements.

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