nature-data
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts.
Skill by ypan50918-ops
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/ypan50918-ops-nature-data
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: documents, data, security, writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/nature-data
What's inside
- Skill name
nature-data- 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. Also trigger on general academic-writing data needs even without the word "Nature", such as writing a data availability statement for any journal, code/data sharing sections, repository selection while writing a paper, and Chinese phrasings like 数据可用性声明、数据可用性、 数据共享、代码可用性、学术写作数据声明、写数据声明、数据存放、数据仓库选择.
- License
- Apache-2.0
- Instructions
- 47 lines in SKILL.md · view on GitHub
Files (14)
- README.md
- README_EN.md
- SKILL.md
- openai.yaml · agents/
- manifest.yaml
- chinese-author-alignment.md · references/
- fair-metadata-checklist.md · references/
- policy-principles.md · references/
- repository-and-identifiers.md · references/
- source-basis.md · references/
- statement-patterns.md · references/
- chinese-mode.md · static/core/
- stance.md · static/core/
- workflow.md · static/core/
SKILL.md (first lines)
# Nature Data Availability — Router This skill is split into two layers: - A **static layer** under `static/` that holds versioned, reusable content fragments (the default stance and source hierarchy, the Chinese-user operating mode, and the workflow with output format). - A **dynamic layer** (this file plus `manifest.yaml`) that loads the core every time and reaches for the deeper policy/repository/FAIR references only when a step needs them. Do not try to apply the data-availability logic from memory or from this router. Always load fragments from disk as described below. ## Routing protocol Follow these four steps every time the skill is invoked. ### 1. Load the manifest and the core layer Read [manifest.yaml](manifest.yaml). 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/chinese-mode.md` — how to operate when the user writes in Chinese (accept Chinese, draft English, convert terms precisely). - `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, follow `core/chinese-mode.md` and add the 中文核对 block. ### 3. Run the workflow 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. ## Why this split - The static layer is versioned and reviewable; the core stays small for a normal statement. - The dynamic layer keeps each invocation cheap: the policy, repository, and FAIR depth load only when a step needs them. - The router itself is short on purpose. Update fragments and references, not this file, when adding scope. - This structure mirrors `nature-writing`, `nature-polishing`, `nature-reader`, `nature-paper2ppt`, `nature-figure`, `nature-citation`, and `nature-response`.
From ypan50918-ops/Yuan1z0825-nature-skills, Apache-2.0.
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Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles…
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Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article…
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Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv…
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nature-response
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Draft, audit, or revise Nature-style revision correspondence packages: point-by-point reviewer response letters, rebuttal letters, revision cover letters…
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Signals
- Stars
- 0
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Jul 15, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Draft, audit, or revise Nature-style revision correspondence packages: point-by-point reviewer response letters, rebuttal letters, revision cover letters…
SkillCFreshness: CClaude Code +9 - 0.479score
nature-figure
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Create, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python (matplotlib/seaborn) or R…
SkillCFreshness: CClaude Code +9 - 0.479score
nature-reader
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Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv…
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Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal.
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Cite this page
nature-data skill. Agent Mart. https://agentmart.dev/skills/ypan50918-ops-nature-data (last updated 2026-10-24)