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Skills/yuan1z0825/nature-skills/nature-data
nature-data logo

nature-data

yuan1z0825/nature-skills
2K installs
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Installation

npx skills add https://github.com/yuan1z0825/nature-skills --skill nature-data

Summary

>-

SKILL.md

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. 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.

Score

0–100
55/ 100

Grade

C

Popularity15/30

2,315 installs — growing adoption.

Completeness19/30

Documented: full SKILL.md body, one-line install. Missing: description, category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Nature Data skill score badge previewScore badge

Markdown

[![Nature Data skill](https://www.remoteopenclaw.com/skills/yuan1z0825/nature-skills/nature-data/badges/score.svg)](https://www.remoteopenclaw.com/skills/yuan1z0825/nature-skills/nature-data)

HTML

<a href="https://www.remoteopenclaw.com/skills/yuan1z0825/nature-skills/nature-data"><img src="https://www.remoteopenclaw.com/skills/yuan1z0825/nature-skills/nature-data/badges/score.svg" alt="Nature Data skill"/></a>

Nature Data FAQ

How do I install the Nature Data skill?

Run “npx skills add https://github.com/yuan1z0825/nature-skills --skill nature-data” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Nature Data skill do?

>- The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Nature Data skill free?

Yes. Nature Data is a free, open-source skill published from yuan1z0825/nature-skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Nature Data work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Nature Data works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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