
Nature Paper Card
Build a structured deep-reading Paper Card for one scientific paper, analysing methods...
Install
npx skills add Yuan1z0825/nature-skills --skill nature-paper-card -g -a claude-code -y- Repository
- Yuan1z0825/nature-skills51.7k
- Category
- Data and ML
- Updated
- 4d ago
- License
- Apache-2.0
- Context cost
- Mediumabout 2,013 tokens
- Runs scripts
- Yes, review before use
What it does
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.
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.
1. Load the manifest and core layer
Read manifest.yaml, then read every file under always_load. Do not generate the card from this router alone.
2. Establish the source boundary
Identify which material is available:
- full paper with figures and tables;
- paper text without reliable layout;
- abstract or metadata only;
- an existing
nature-readerartifact with stable source IDs.
Prefer 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.
For a PDF or nature-reader source-map JSON, the bundled script is mandatory.
- Resolve
SKILL_DIRas the directory containing this loadedSKILL.md. - Verify
SKILL_DIR/scripts/prepare_paper.pyexists. - Run exactly the bundled script by its resolved path:
python "SKILL_DIR/scripts/prepare_paper.py" INPUT \
--output WORKDIR/source_bundle.json
Add --render-dir WORKDIR/rendered-pages when visual page review is needed. Inspect the script exit code and the bundle validation block before drafting.
