Individual skill
nature-data
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data availability, research data sharing, repository selection, accession numbers, restricted or sensitive data, source data, supplementary datasets, DataCite-style dataset references, FAIR metadata for academic publication, or Chinese-to-English data availability wording for Chinese-speaking authors preparing Nature-family submissions.
skills/nature-data/SKILL.md
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What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 6,026
- Repository last updated
- Oct 19, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-research Repository topic
- ai-agents Repository topic
- claude Repository topic
- claude-code Repository topic
- developer-tools Repository topic
- mcp Repository topic
- paper-writing Repository topic
- zotero Repository topic
- codex-cli Repository topic
- openai-codex Repository topic
- research Derived category
- data Derived category
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Browse files
README.mddoc · 2,667 bytesSKILL.mdcore · 6,726 bytesSKILL.mdcore · 6,726 bytesSKILL.mdcore · 6,726 bytesSKILL.mdcore · 6,726 bytesSKILL.mdcore · 6,726 bytesagents/openai.yamlasset · 270 bytesreferences/chinese-author-alignment.mddoc · 5,010 bytesreferences/fair-metadata-checklist.mddoc · 4,076 bytesreferences/policy-principles.mddoc · 5,305 bytesreferences/repository-and-identifiers.mddoc · 4,390 bytesreferences/source-basis.mddoc · 5,391 bytesreferences/statement-patterns.mddoc · 7,193 bytes
Read excerpt
# Nature Data Availability Skill
Use this skill to turn a manuscript's supporting data into a transparent, Nature-ready data
availability package: statement text, repository plan, dataset citations, and missing-information
flags.
The governing policy layer is Springer Nature / Nature Portfolio data policy. The implementation
layer is FAIR data practice and DataCite-style citation metadata.
For academic wording only, the active installed
`skills/ml-paper-writing/references/knowledge/paper-miner-writing-memory.md`
under the current client's skill home may offer relevant phrasing examples.
Use it only when it contains source-attributed availability language. Journal
policy and the author's actual data-access facts take precedence. If the memory