Skills

Nature Reader

Create source-grounded Chinese-English paper readers with aligned text, figures...

Install

npx skills add Yuan1z0825/nature-skills --skill nature-reader -g -a claude-code -y
Category
Engineering
Updated
4d ago
License
Apache-2.0
Context cost
Lightabout 864 tokens
Runs scripts
Yes, review before use

What it does

Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.

Full-Paper Markdown Reader, Router

Routing protocol

First distinguish creating a reader from answering a question or translating an excerpt. For a source-linked question, read references/grounding-rules.md and inspect only the relevant source material; reuse existing source-map IDs when available. Do not regenerate the reader or require a full source map before answering. For an explicit excerpt request, apply extraction, translation, and grounding rules to that excerpt. The full-artifact workflow below applies when the user requests a reader or full-paper translation.

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. It declares the source_format axis, the allowed values, and the file paths each value maps to.

Also read every file listed under always_load. These hold the core principles, the reading workflow, and the output contract that apply to every reading job, plus the shared Terminology Ledger used to build the recurring-term table.

2. Detect the source format

Decide the source_format value using the manifest's detect: hint and the user's input:

  • pdf-text, selectable-text PDF. Default.
  • scanned-pdf, image-only or OCR-required PDF.
  • html, publisher or preprint HTML page.
  • doi-arxiv, a bare DOI or arXiv link that must be resolved first.
  • pasted-text, pasted prose or notes with no retrievable original layout.

State the detected value in one short line to the user before processing, so they can correct you cheaply. A source may map to more than one value (for example a DOI that resolves to a PDF); load the resolution fragment first, then the fragment for the resolved artifact.

3. Load the matching fragment(s)

Read the whole SKILL.md on GitHub

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