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nature-citation

Find papers from Nature or a specified Cell, Nature, and Science journal group to support manuscript claims. Check abstracts or publisher pages, map sources to individual claims, and export verified reference details for reference managers.

OriginalShow the original description

Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列引用、CNS支撑文献、分段补引用 when this journal scope is requested; use broader literature search for unrestricted sources.

Run score Not tested

See how to install

Good for

  • Find Nature-family references for manuscript claims
  • Map supporting papers to individual paragraphs
  • Check whether a paper supports a specific claim
  • Export verified references for a reference manager

Overview

What it does

nature-citation finds papers within a specified Nature-family or CNS-related journal scope to support claims in a manuscript. It breaks the text into claims, checks candidate papers against their abstracts or publisher pages, and records which sources support which claims. It also verifies bibliographic details, such as author information, and exports a file that can be imported into reference management software.

When it helps

Use it when you need citations for individual paragraphs, want to check whether a candidate paper actually supports a claim, or need to limit a literature search to selected journals. It can also help review a long manuscript in sections and organize verified references for later use.

Example requests

  • “Find Nature-family papers that support each claim in this manuscript and make a claim-to-source table.”
  • “Check citation candidates from CNS flagship journals and put the verified references in a reference-manager file.”

Notes

Specify the journal scope and the search period. Searching with the included script requires an internet connection. A paper is not treated as evidence just because its title sounds relevant, and missing bibliographic details are not invented. For searches without a journal restriction, use a broader literature search.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Document check

AI checked the SKILL.md for operations that need care and for setup requirements. The score comes only from actually running the skill (hands-on test).

SafetyAre sending data, deleting files, and running commands disclosed?
AGoodInternet search is stated; title-only support and invented metadata are prohibited.
Easy setupDoes it need few tools or API keys, and are they documented?
BPartly lackingThe script requires internet access; other setup requirements are unstated.

Not counted in the score. Rated by AI (OpenAI Codex) as of Oct 24, 2026. Treat it as a guide and read the original before installing.

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Files included (17)

  • SKILL.md3.0 KB
  • agents/openai.yaml230 B
  • data/npj-journals.json2.5 KB
  • evals/evals.json1.8 KB
  • manifest.yaml1.7 KB
  • README_EN.md2.2 KB
  • README.md2.1 KB
  • references/journal-scope.md2.3 KB
  • references/ris-endnote.md3.7 KB
  • references/script-usage.md4.2 KB
  • references/search-strategy.md2.9 KB
  • scripts/nature_citation.py84.6 KB
  • static/core/chinese-mode.md767 B
  • static/core/principles.md3.0 KB
  • static/core/workflow.md6.3 KB
  • tests/test_author_exports.py8.1 KB
  • tests/test_journal_scope.py1.4 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Nature Citation — Router

Routing protocol

For a new task, load the core and matching resources below. Reuse already loaded guidance on follow-ups; load more only when the task needs it.

1. Load the manifest and the core layer

Read manifest.yaml. Then read every file listed under always_load:

  • static/core/principles.md — what the skill produces, the strict journal scope, the source hierarchy, and the search-quality rules.
  • static/core/workflow.md — the seven-step workflow and the final report format.

2. No content axis — confirm scope and language inline

Unlike the other nature-* skills, nature-citation has no fragment axis. Its variation is runtime parameters, not different content bodies:

  • journal scope — Nature系列 / CNS / CNS及子刊 / flagship-only. Read it from the user's wording (see core/principles.md) and pass it to the script as --scope.
  • user language — if the user writes Chinese or requests Chinese guidance, read static/core/chinese-mode.md (Chinese notes, English search queries).
  • input length — if there are more than ~10 segments, switch to the batched long-article strategy in references/script-usage.md.

State the detected scope and date limits in one short line before searching.

3. Run the workflow

Follow the seven steps in core/workflow.md: segment, parse, search, evaluate support conservatively, validate complete structured author metadata, export one reference-manager file, and generate review artifacts when useful. Put the HTML browser path first only when it was generated. Prefer scripts/nature_citation.py for the search/export when internet access is available; open references/script-usage.md for its full flag list and the long-article batch strategy. When DOI metadata lacks given names, refetch the record by PMID or verify it against the publisher rather than exporting surname-only AU fields.

Never present a paper as support merely because its title is related, and never cite a metadata-only candidate without checking the abstract or publisher page. Do not invent missing bibliographic fields.

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:

  • running the script, full flags, long-article batching → references/script-usage.md.
  • turning a claim into search queries and support grades → references/search-strategy.md.
  • the exact Nature/CNS journal-family boundary → references/journal-scope.md.
  • RIS / EndNote / Zotero RDF export details → references/ris-endnote.md.

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