Nature Data

作者 yuan1z0825d5c8baa15d6b无许可证46K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库今天更新

Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 and dataset citations; not general data cleaning or statistical analysis.

AI 生成的概览

起草与审核稿件的数据与代码可用性声明、数据集获取途径、仓库方案及 FAIR 元数据。

功能
该技能引导智能体按八步流程为期刊稿件准备或审查数据共享文档。它会清点支撑数据集,将每个数据集归入一种获取途径,选择仓库与标识符策略,起草带有明确数据集与存放位置对应关系的声明,补充数据集引用,并执行 FAIR 元数据审核。最终返回可直接粘贴的声明文本以及未解决字段清单,且不会编造标识符、许可、禁运日期或获取条件。
适用场景
适用于起草或审核数据可用性声明、代码可用性声明,规划数据集获取途径或仓库选择,或为稿件投稿检查 FAIR 元数据。也适合对单条现有声明进行措辞修改与审核,此时会保留已提供的标识符和获取条件。不适用于一般的数据清洗或统计分析。
运行要求
不附带脚本,仅为指令与参考文档。需要智能体读取 manifest.yaml 和静态核心文件,并按需打开参考文件。期刊特定指引可能需要访问外部期刊格式文档,同时需要用户提供仓库标识符、获取条件与目标期刊。

Nature Data Availability — Router

Routing protocol

For a new task, load the core and matching resources below. Reuse already loaded guidance on follow-ups; load more only when the task needs it.

1. Load the manifest and the core layer

Read manifest.yaml [blocked]. Then read every file listed under always_load:

  • static/core/stance.md — what the data-availability package is, the default stance, and the source hierarchy.
  • static/core/workflow.md — the eight-step workflow and the output format.

2. No content axis — confirm journal and language inline

Unlike nature-writing or nature-figure, nature-data has no fragment axis. Its variation is handled at runtime, not by loading different content bodies:

  • journal/article type — if journal-specific instructions conflict with this skill, follow the journal.
  • access route — each dataset is classified into one route (public repository, controlled access, within paper, reused public, third-party restricted, justified request, or not applicable).
  • user language — if the user writes Chinese or requests Chinese guidance, read static/core/chinese-mode.md and add the 中文核对 block unless the user requested statement text only.

3. Run the workflow

For a wording edit or audit of one existing statement, preserve supplied repository identifiers and access conditions and check the affected claims. Report gaps relevant to that statement; do not require a full study-wide dataset inventory or repository redesign. Use the complete workflow below for a new data-sharing plan, full statement, or submission audit.

Follow the eight-step workflow in core/workflow.md: identify the journal, inventory every supporting dataset, classify each into one access route, choose repository and identifier strategy before drafting, draft the statement with explicit dataset-to-location mapping, add formal dataset citations, run the FAIR/metadata audit, and return ready-to-paste text plus unresolved fields.

Do not invent DOIs, accession numbers, repository names, licences, embargo dates, ethics approvals, access committees, or data-use conditions. Flag "available upon request" as weak unless there is a specific legal, ethical, commercial, or third-party restriction.

4. Reach for references only when needed

The files under references/ are deep references, not defaults. Open them on demand per the references.on_demand table in the manifest — for example references/policy-principles.md for the governing rules and edge cases, references/repository-and-identifiers.md for repository/accession/DOI choices, references/statement-patterns.md for ready-to-adapt statements, references/fair-metadata-checklist.md for the FAIR audit, references/chinese-author-alignment.md for Chinese wording, and references/source-basis.md to justify a rule with its official source.

When the target is the flagship journal Nature, also open references/nature-article-requirements.md for statement placement, mandatory-deposition routing, central-code review access, materials and structure-file checks.

When the target is Nature Machine Intelligence, open ../nature-shared/journal-formats/nature-machine-intelligence.md. Enforce a Data Availability statement and a separate Code availability section after it and before references; check reviewer access, precise restrictions, repository/identifier quality and the Software Submission Checklist for newly developed central code.

来源与署名

来源:yuan1z0825/nature-skills位于skills/nature-data提交d5c8baa

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