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SKILL.md

nature-paper-card

Agent skill fromYuan1z0825/nature-skills

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.

How to install nature-paper-card

install nature-paper-card
# install the nature-skills pack with the skills CLI
npx skills add Yuan1z0825/nature-skills

# or add only this skill to Claude Code: copy the folder

skills/nature-paper-card/

# into

~/.claude/skills/nature-paper-card/ (all projects)

.claude/skills/nature-paper-card/ (one project)

skills/nature-paper-card/SKILL.md

Apache-2.0Full file
1# Nature Paper Card - Router
2
3Use this skill to turn one paper into an evidence-grounded research card, not a translated abstract, generic summary, reviewer report, or publication article.
4
5The skill uses:
6
7- a static core under `static/core/` for principles, workflow, and the fixed output contract;
8- one paper-type fragment under `static/fragments/paper_type/`;
9- on-demand references for evidence labels, the exact card schema, and research-idea checks.
10
11## Routing protocol
12
13Follow these steps every time.
14
15### 1. Load the manifest and core layer
16
17Read [manifest.yaml](manifest.yaml), then read every file under `always_load`. Do not generate the card from this router alone.
18
19### 2. Establish the source boundary
20
21Identify which material is available:
22
23- full paper with figures and tables;
24- paper text without reliable layout;
25- abstract or metadata only;
26- an existing `nature-reader` artifact with stable source IDs.
27
28Prefer an existing `nature-reader` artifact when supplied. Do not repeat full bilingual translation or figure extraction. If only partial material is available, create a visibly partial card and mark every unsupported section `Not assessable from supplied material`.
29
30For a PDF or `nature-reader` source-map JSON, the bundled script is mandatory.
31
321. Resolve `SKILL_DIR` as the directory containing this loaded `SKILL.md`.
332. Verify `SKILL_DIR/scripts/prepare_paper.py` exists.
343. Run exactly the bundled script by its resolved path:
35
36```text
37…

Excerpt shown under the repository's Apache-2.0 license.

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