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文档润色流和知识库构建流/claude-scholar/skills/nature-data/SKILL.md
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文档润色流和知识库构建流/claude-scholar/skills/nature-data/SKILL.md
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---
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name: nature-data
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description: >-
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Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans,
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dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about
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Nature data availability, research data sharing, repository selection, accession numbers,
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restricted or sensitive data, source data, supplementary datasets, DataCite-style dataset
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references, FAIR metadata for academic publication, or Chinese-to-English data availability
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wording for Chinese-speaking authors preparing Nature-family submissions.
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---
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# Nature Data Availability Skill
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Use this skill to turn a manuscript's supporting data into a transparent, Nature-ready data
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availability package: statement text, repository plan, dataset citations, and missing-information
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flags.
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The governing policy layer is Springer Nature / Nature Portfolio data policy. The implementation
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layer is FAIR data practice and DataCite-style citation metadata.
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## Chinese-user operating mode
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When the user writes in Chinese, provides a Chinese manuscript note, or asks for "中文对应",
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"中英对照", "数据可用性声明", "数据获取声明", "原始数据", "数据存储库", or "受限数据":
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- Accept Chinese input naturally, but draft the final submission-ready statement in English unless
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the user explicitly asks for Chinese only.
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- Preserve a short Chinese explanation of unresolved decisions when it helps the author act.
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- Translate intent, not wording. Chinese phrases such as "可向通讯作者索取" are usually too vague
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for Nature-style English unless the restriction and access process are specified.
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- Convert Chinese repository/status descriptions into precise publication terms:
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`数据可用性声明` -> `Data Availability`; `原始数据` -> `raw data`;
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`处理后数据` -> `processed data`; `源数据` -> `source data`;
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`补充材料` -> `Supplementary Information`; `受限数据` -> `restricted data`;
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`合理请求` -> `reasonable request`, only with reason and review route.
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- Use `references/chinese-author-alignment.md` for Chinese terminology, common CN-to-EN failure
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modes, and bilingual intake questions.
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## Default stance
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- Treat the Data Availability statement as a link between the paper's claims and the evidence
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needed to inspect, reproduce, or reuse them.
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- Do not invent DOIs, accession numbers, repository names, licences, embargo dates, ethics
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approvals, access committees, or data-use conditions.
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- Prefer public, discipline-specific repositories. Use generalist or institutional repositories
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only when no suitable community repository exists.
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- Describe both newly generated data and reused third-party data.
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- If data cannot be openly shared, state why, who controls access, how requests are evaluated,
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and what metadata or representative data can still be public.
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- Separate data, code, materials, and protocols unless the journal asks for a combined
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availability section.
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- Keep this skill focused on availability and metadata. Do not rewrite methods, analyze
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statistics, or polish the manuscript unless the user asks for those tasks separately.
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- Flag "available upon request" as weak unless there is a specific legal, ethical, commercial, or
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third-party restriction.
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## Workflow
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1. Identify the target journal and article type. If journal-specific instructions conflict with
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this skill, follow the journal.
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2. Inventory every dataset needed to support the main and supplementary results:
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generated raw data, processed data, figure source data, secondary data, software outputs,
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models, tables, images, and files underlying statistical analysis.
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3. Classify each dataset into one access route:
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`public repository`, `controlled access repository`, `within paper or supplement`,
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`reused public source`, `third-party restricted`, `available on justified request`,
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or `not applicable`.
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4. Choose repository and identifier strategy before drafting text. Prefer DOI, accession number,
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Handle, ARK, or stable repository record over personal websites and temporary cloud links.
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5. Draft the Data Availability statement using explicit dataset-to-location mapping.
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6. Add formal dataset citations for public data that support conclusions.
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7. Run the FAIR and metadata audit before finalizing.
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8. Return ready-to-paste statement text plus any unresolved fields the author must confirm.
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## Output format
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Unless the user asks for another format, return:
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```text
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Data Availability
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[ready-to-paste statement]
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Repository and citation actions
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- [specific actions or "None"]
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Missing information / risk flags
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- [specific flags or "None"]
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中文核对
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- [用中文列出作者需要确认的字段或 "无"]
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```
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When auditing an existing statement, lead with blocking issues first, then provide a revised
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version.
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## Related files
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| File | Open when |
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|---|---|
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| [references/policy-principles.md](references/policy-principles.md) | You need the governing Nature/Springer Nature data-sharing rules or edge-case policy logic |
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| [references/chinese-author-alignment.md](references/chinese-author-alignment.md) | The user writes in Chinese, needs bilingual wording, or provides Chinese availability notes |
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| [references/statement-patterns.md](references/statement-patterns.md) | You need ready-to-adapt Data Availability statement patterns |
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| [references/repository-and-identifiers.md](references/repository-and-identifiers.md) | You need repository choice, accession, DOI, embargo, versioning, or dataset citation guidance |
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| [references/fair-metadata-checklist.md](references/fair-metadata-checklist.md) | You need FAIR checks, README metadata, file organization, licences, provenance, or DataCite fields |
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| [references/source-basis.md](references/source-basis.md) | You need to justify rules with official sources or check which source supports which rule |
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## Source hierarchy
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Use sources in this order:
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1. Target journal instructions and submission system requirements.
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2. Nature Portfolio / Springer Nature data, code, materials, and reporting policies.
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3. Repository-specific requirements and domain community standards.
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4. FAIR principles and DataCite metadata practice.
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If a policy detail may have changed, verify the current journal page before giving final
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submission advice.
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