nature-data

Draft and audit Nature-style Data Availability statements, repository plans, and FAIR metadata checklists.

Updated Aug 26, 2026
One-click install
npx skills add https://github.com/Yjj0333/skills-manager-backup --skill nature-data-yjj0333
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nature-data
Source: https://github.com/Yjj0333/skills-manager-backup/tree/main/nature-data
Command: npx skills add https://github.com/Yjj0333/skills-manager-backup --skill nature-data-yjj0333

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Researchers preparing manuscripts for Nature or other journals often struggle to write compliant Data Availability statements, choose the right repository, and map every dataset to an accession, DOI, or access condition. This Skill turns raw author notes (including Chinese drafts) into submission-ready English statements with a complete audit of missing information. ## Core Features & Use Cases - Statement drafting and auditing: Generate or review Data Availability statements covering public, controlled-access, third-party, supplementary, and not-applicable data routes, flagging weak wording like "available upon request". - Repository and identifier planning: Match each dataset to a mandated, discipline-specific, or generalist repository and validate DOIs, accessions, licences, and dataset citations against DataCite-style fields. - Journal-specific checks: Apply flagship Nature Article rules (statement placement, mandatory deposition, reviewer access, structure files) and Nature Machine Intelligence rules (separate Code availability section, Software Submission Checklist). - Use Case: A Chinese-speaking author pastes notes saying "数据可向通讯作者索取" and receives a Nature-ready English controlled-access statement, a dataset-to-figure mapping table, and a short Chinese checklist of fields still needing confirmation. ## Quick Start Use the nature-data skill to draft a Nature-style Data Availability statement for my manuscript based on these dataset notes.

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 submission?▼

Inventory every dataset supporting your figures and conclusions, classify each into an access route (public repository, controlled access, supplementary, reused public, third-party, or justified request), then draft the statement with explicit dataset-to-location mapping. The skill returns ready-to-paste English text plus unresolved fields.

How do I write a data availability statement for restricted or sensitive data?▼

State why open sharing is impossible (privacy, consent, legal, or commercial reasons), name the access committee or institutional route, define eligibility and conditions such as data-use agreements, and note any public metadata. A vague "available upon request" phrase is flagged as insufficient.

Which repository should I choose for my research data?▼

Use a mandated community repository when your data type requires one (e.g., GEO/SRA for sequencing, PDB for structures, PRIDE for proteomics). Otherwise prefer a discipline-specific repository, falling back to generalist options like Zenodo, Dryad, Figshare, or an institutional repository with DOI support.

Does Nature Machine Intelligence require a separate Code Availability section?▼

Yes. NMI requires a Data Availability statement followed by a separate Code availability section placed before the references. Newly developed central code must also satisfy reviewer-access requirements and the Software Submission Checklist.

Can I write "data available from the corresponding author upon request"?▼

Only with justification. Nature-style policy treats this as weak unless you specify the restriction reason, the responsible institutional body, eligible requesters, review conditions, and any public metadata. The skill converts such phrasing into a compliant controlled-access statement.

What are the limitations of this data availability skill?▼

It never invents DOIs, accession numbers, licences, embargo dates, or ethics approvals; missing information produces a draft plus a confirmation checklist instead. It also stays scoped to availability and metadata, not statistical analysis or manuscript polishing.