nature-data

Drafts and audits Nature-style Data Availability statements, repository plans, and FAIR metadata checklists.

Updated Aug 12, 2026
One-click install
npx skills add https://github.com/littlt-momo-c-yfc/skills --skill nature-data-littlt-momo-c-yfc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nature-data
Source: https://github.com/littlt-momo-c-yfc/skills/tree/main/skills/nature-data
Command: npx skills add https://github.com/littlt-momo-c-yfc/skills --skill nature-data-littlt-momo-c-yfc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Researchers submitting to Nature-family or Springer Nature journals often struggle to write compliant Data Availability statements, choose appropriate repositories, and meet FAIR metadata requirements, especially when translating Chinese data notes into submission-ready English. ## Core Features & Use Cases - Statement Drafting and Auditing: Generates ready-to-paste Data Availability statements and flags weak wording like "available upon request" that lacks justification or access routes. - Repository and Identifier Planning: Classifies each dataset into an access route (public repository, controlled access, third-party restricted, etc.) and guides DOI, accession, and dataset citation choices. - FAIR Metadata Checks: Audits dataset deposits against FAIR principles and DataCite core fields, including README templates, licences, and provenance. - Use Case: A Chinese-speaking author pastes notes like "数据可向通讯作者索取" and receives a compliant English statement with controlled-access wording, plus a Chinese checklist of fields to confirm. ## Quick Start Ask the assistant to turn your data notes into a Nature-style Data Availability statement with a repository plan and FAIR 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 Data Availability statement for a Nature journal?

Inventory every dataset supporting your results, classify each into an access route such as public repository or controlled access, then draft a statement mapping each dataset to its repository, DOI, or accession. The skill generates ready-to-paste text and flags missing fields.

How do I handle sensitive or human-participant data in a data availability statement?

State why open sharing is impossible, name the access committee or institutional route, and specify required approvals or data-use agreements. Provide a public metadata record where possible rather than only offering data on request.

Can I convert Chinese data availability notes into English submission text?

Yes. The skill accepts Chinese notes such as 数据可用性声明 or 可向通讯作者索取 and converts them into precise Nature-style English, adding a Chinese checklist of items the author must confirm.

Which repository should I choose for my research data?

Use a mandated community repository when one exists for your data type, otherwise a discipline-specific repository, with generalist options like Zenodo, Dryad, or Figshare as fallback. Avoid personal websites or cloud folders as the sole access route.

Why is "data available upon request" considered weak wording?

It lacks a stated restriction reason, responsible access body, eligibility criteria, and durable route. Journals expect explicit justification such as privacy, consent, or third-party licensing, plus a defined request and review process.

What does a FAIR metadata audit check before submission?

It verifies the dataset has a persistent identifier, public landing page, licence, README with variables and units, provenance documentation, and resolving DOIs or accessions. Missing elements are flagged as blocking issues before submission.