Nature Data

作者 yuan1z0825d5c8baa15d6b無授權條款46K 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫今天更新

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 產生的概覽

起草與審核稿件的研究資料與程式碼可用性聲明、資料集取用途徑、儲存庫方案及 FAIR 中繼資料。

功能
此技能引導代理依八個步驟為期刊稿件準備或審查資料共享文件。它會清點支援的資料集,將每個資料集歸入一種取用途徑,選擇儲存庫與識別碼策略,起草帶有明確資料集與存放位置對應關係的聲明,補上資料集引用,並執行 FAIR 中繼資料稽核。最後回傳可直接貼上的聲明文字以及未解決欄位清單,且不會捏造識別碼、授權、禁運日期或取用條件。
適用情境
適用於起草或稽核資料可用性聲明、程式碼可用性聲明,規劃資料集取用途徑或儲存庫選擇,或為稿件投稿檢查 FAIR 中繼資料。也適合對單一現有聲明進行措辭修改與稽核,此時會保留已提供的識別碼與取用條件。不適用於一般資料清理或統計分析。
執行需求
不附帶指令碼,僅為指示與參考文件。需要代理讀取 manifest.yaml 與靜態核心檔案,並視需要開啟參考文件。期刊特定指引可能需要存取外部期刊格式文件,同時需要使用者提供儲存庫識別碼、取用條件與目標期刊。

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.

來源與署名

來源:yuan1z0825/nature-skills位於skills/nature-data提交d5c8baa

授權條款: 無授權條款

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