Individual skill

nature-paper-card

Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. Use for 论文精读卡、方法拆解、证据链分析; not full-paper bilingual translation or formal peer review.

skills/nature-paper-card/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 53,315
Repository last updated: Nov 10, 2026
License: Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

codex-skills Repository topic
nature Repository topic
nature-skills Repository topic
research Derived category

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Browse files

README.mddoc · 3,863 bytes
README_EN.mddoc · 4,348 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
SKILL.mdcore · 8,368 bytes
agents/openai.yamlasset · 244 bytes
evals/evals.jsonasset · 3,030 bytes
manifest.yamlasset · 2,755 bytes
references/card-schema.mddoc · 5,296 bytes
references/evidence-and-provenance.mddoc · 2,918 bytes
references/research-idea-gates.mddoc · 1,204 bytes
scripts/audit_paper_card.pyruns · 15,382 bytes
scripts/prepare_paper.pyruns · 17,979 bytes
static/core/output-contract.mddoc · 2,890 bytes
static/core/principles.mddoc · 2,412 bytes
static/core/workflow.mddoc · 5,636 bytes
static/fragments/paper_type/clinical.mddoc · 722 bytes
static/fragments/paper_type/discovery.mddoc · 614 bytes
static/fragments/paper_type/materials.mddoc · 710 bytes
static/fragments/paper_type/methods.mddoc · 873 bytes
static/fragments/paper_type/resource.mddoc · 837 bytes
static/fragments/paper_type/review.mddoc · 764 bytes
tests/test_audit_page_ranges.pyruns · 2,679 bytes
tests/test_prepare_paper.pyruns · 5,773 bytes

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# Nature Paper Card - Router

Use this skill to turn one paper into an evidence-grounded research card, not a translated abstract, generic summary, reviewer report, or publication article.

The skill uses:

- a static core under `static/core/` for principles, workflow, and the fixed output contract;
- one paper-type fragment under `static/fragments/paper_type/`;
- on-demand references for evidence labels, the exact card schema, and research-idea checks.

## Routing protocol

Follow these steps every time.