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文档润色流和知识库构建流/claude-scholar/skills/nature-data/README.md
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文档润色流和知识库构建流/claude-scholar/skills/nature-data/README.md
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# `nature-data` skill
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A data-availability skill for preparing manuscript data statements, repository plans, dataset
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citations, and FAIR metadata checks in a Nature / Springer Nature publication style.
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This skill is bilingual-aware. It accepts Chinese author notes covering data availability statements, data requests to the corresponding author, raw data, restricted data, or public databases, then converts them into
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submission-ready English with Chinese action notes for the author.
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## What it does
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- drafts ready-to-paste Data Availability statements
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- audits weak or incomplete data statements before submission
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- maps each supporting dataset to a repository, accession, DOI, or access route
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- distinguishes public, controlled-access, third-party, supplementary, and not-applicable cases
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- prepares FAIR metadata and DataCite-style dataset citation checks
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- flags missing repository records, licences, provenance, embargo details, and access conditions
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- aligns Chinese author intent with Nature-style English availability wording
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## Source hierarchy
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- Nature Portfolio and Springer Nature research data policies
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- Nature Portfolio reporting standards for availability of data, code, materials, and protocols
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- Scientific Data data policies for repository, rawness, preservation, and data citation practice
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- FAIR Guiding Principles and DataCite metadata schema
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## File structure
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```text
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nature-data/
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├── SKILL.md
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├── README.md
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├── agents/
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│ └── openai.yaml
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└── references/
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├── fair-metadata-checklist.md
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├── chinese-author-alignment.md
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├── policy-principles.md
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├── repository-and-identifiers.md
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├── source-basis.md
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└── statement-patterns.md
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```
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## When to use
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- preparing a Data Availability statement for a Nature-family or Springer Nature journal
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- deciding where to deposit data before submission
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- revising "available on request" language
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- handling controlled-access, human-participant, proprietary, or third-party data
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- citing datasets with DOI, accession number, Handle, ARK, or repository record
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- checking whether a dataset deposit is FAIR enough for publication
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- converting Chinese data-availability notes into precise English submission language
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## Design intent
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The skill should make the availability route explicit for every dataset that supports the paper's
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claims. It should not fabricate accessions, licences, restrictions, or repository metadata. When
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information is missing, it should return a usable draft plus a short list of items the author must
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confirm, preferably with Chinese notes when the user is working from a Chinese draft.
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