# Nature Data

Prepare, audit, or revise Nature-ready Data Availability statements, data repository...

- Repository: https://github.com/Galaxy-Dawn/claude-scholar (5959 stars)
- Category: Data and ML
- License: MIT
- Last updated: 2026-10-19
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add Galaxy-Dawn/claude-scholar --skill nature-data -g -a claude-code -y`
Codex: `npx skills add Galaxy-Dawn/claude-scholar --skill nature-data -g -a codex -y`
Cursor: `npx skills add Galaxy-Dawn/claude-scholar --skill nature-data -g -a cursor -y`
Gemini CLI: `npx skills add Galaxy-Dawn/claude-scholar --skill nature-data -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add Galaxy-Dawn/claude-scholar`

## Description

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.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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
is absent or irrelevant, continue without it.

## Chinese-user operating mode

When the user writes in Chinese, provides a Chinese manuscript note, or asks for "中文对应",
"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":

- Accept Chinese input naturally, but draft the final submission-ready statement in English unless
  the user explicitly asks for Chinese only.
- Preserve a short Chinese explanation of unresolved decisions when it helps the author act.
- Translate intent, not wording. Chinese phrases such as "可向通讯作者索取" are usually too vague
  for Nature-style English unless the restriction and access process are specified.
- Convert Chinese repository/status descriptions into precise publication terms:
  `数据可用性声明` -> `Data Availability`; `原始数据` -> `raw data`;
  `处理后数据` -> `processed data`; `源数据` -> `source data`;
  `补充材料` -> `Supplementary Information`; `受限数据` -> `restricted data`;
  `合理请求` -> `reasonable request`, only with reason and review route.
- Use `references/chinese-author-alignment.md` for Chinese terminology, common CN-to-EN failure
  modes, and bilingual intake questions.

## Default stance

The rest: https://github.com/Galaxy-Dawn/claude-scholar/blob/HEAD/skills/nature-data/SKILL.md