# Nature Paper Card

Build a structured deep-reading Paper Card for one scientific paper, analysing methods...

- Repository: https://github.com/Yuan1z0825/nature-skills (51695 stars)
- Category: Data and ML
- License: Apache-2.0
- Last updated: 2026-11-01
- Runs scripts: yes, review before use

## Install

Claude Code: `npx skills add Yuan1z0825/nature-skills --skill nature-paper-card -g -a claude-code -y`
Codex: `npx skills add Yuan1z0825/nature-skills --skill nature-paper-card -g -a codex -y`
Cursor: `npx skills add Yuan1z0825/nature-skills --skill nature-paper-card -g -a cursor -y`
Gemini CLI: `npx skills add Yuan1z0825/nature-skills --skill nature-paper-card -g -a gemini-cli -y`

## Description

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.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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](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-reader` artifact 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.

1. Resolve `SKILL_DIR` as the directory containing this loaded `SKILL.md`.
2. Verify `SKILL_DIR/scripts/prepare_paper.py` exists.
3. Run exactly the bundled script by its resolved path:

```text
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.

The rest: https://github.com/Yuan1z0825/nature-skills/blob/HEAD/skills/nature-paper-card/SKILL.md