nature-data

Draft and audit Nature-ready Data Availability statements and FAIR metadata checklists.

38|3|Updated May 7, 2026
One-click install
npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill nature-data-chanw-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nature-data
Source: https://github.com/Chanw-research/claude-code-paper-writing/tree/main/skills/figures/nature-data
Command: npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill nature-data-chanw-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Draft and audit Nature-ready Data Availability statements, repository plans, and FAIR metadata checklists to meet journal policies.

Core Features & Use Cases

  • Generate submission-ready Data Availability statements aligned with Nature Portfolio guidelines.
  • Map datasets to repositories, DOIs, accession numbers, and DataCite-style citations.
  • Produce bilingual intent alignment for Chinese-speaking authors and ensure clear access terms.
  • Validate metadata completeness and flag missing or restricted data requirements.

Quick Start

Provide your manuscript notes or data descriptions in Chinese or English, and I will generate a Nature-ready Data Availability statement, repository plan, and metadata checklist.

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 Nature-ready Data Availability statement for my manuscript?

To write a Nature-ready Data Availability statement, provide your manuscript notes or data descriptions and generate submission-ready text aligned with Nature Portfolio guidelines. This ensures compliance with data availability, restricted data, and provenance requirements.

How do I map datasets to DataCite-style citations and repository DOIs?

Map datasets to repositories, DOIs, and accession numbers by validating metadata completeness and generating DataCite-style citations. This process flags missing or restricted data requirements while ensuring proper repository and access-route choices.

Can I generate bilingual Data Availability notes for Chinese-speaking authors?

Yes, you can generate bilingual Data Availability notes for Chinese-speaking authors. Provide your data descriptions in Chinese or English to produce bilingual intent alignment and ensure clear access terms for Nature-family journal submissions.

What is a FAIR metadata checklist and when do I need one for journal submission?

A FAIR metadata checklist validates dataset findability, accessibility, interoperability, and reusability. You need one for journal submission to ensure alignment with Springer Nature policies, DataCite fields, and proper data provenance documentation.

How do I handle restricted data access in a Data Availability statement?

Handle restricted data access by identifying access terms and generating clear data availability statements that specify restrictions. This ensures alignment with Nature Portfolio policies regarding data provenance and proper repository access-route choices.