nature-reader

Convert academic papers into bilingual Chinese-English Markdown readers with figures, equations, and source anchors.

Updated Aug 26, 2026
One-click install
npx skills add https://github.com/Yjj0333/skills-manager-backup --skill nature-reader-yjj0333
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nature-reader
Source: https://github.com/Yjj0333/skills-manager-backup/tree/main/nature-reader
Command: npx skills add https://github.com/Yjj0333/skills-manager-backup --skill nature-reader-yjj0333

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve? Reading and translating academic papers across PDF, DOI, arXiv, HTML, or pasted text often loses figure placement, equation rendering, and source traceability. This Skill produces a full-paper Chinese-English side-by-side Markdown reader where every paragraph, figure, table, and equation links back to its exact page and block location. ## Core Features & Use Cases - Full-paper bilingual reader: Generates paragraph-level Original/中文 pairs in paper.md with stable source anchors, never degrading to a summary-only output. - Figure, table, and equation handling: Crops figures and tables into assets/ near their first substantive mention, renders display equations as Markdown math with E... anchors, and falls back to original image crops for low-confidence or scanned formulas. - Source map and validation: Produces source_map.json and translation_notes.md for traceability, plus a deterministic script that validates equation delimiters, anchors, and source-map linkage. - Use Case: Provide a DOI for a conference paper and receive a complete bilingual Markdown reader with figures placed near the relevant prose, rendered equations, and a source map for citation-grounded follow-up questions. ## Quick Start Use nature-reader to turn this paper PDF into a full Chinese-English side-by-side Markdown reader with figures, rendered equations, and a source map.

Frequently Asked Questions about nature-reader

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I translate a full academic paper into Chinese-English side-by-side Markdown?▼

Provide the paper as a PDF, DOI, arXiv link, HTML page, or pasted text and request a bilingual reader. The output is a paper.md file with paragraph-level Original and Chinese pairs, plus a source map and translation notes.

How are equations handled when converting a paper to Markdown?▼

Display equations are rendered as Markdown math with stable E... anchors and recorded in source_map.json. Low-confidence or image-only formulas keep the original crop in assets/equations with an explicit low-confidence transcription label instead of guessed LaTeX.

Does it work with scanned PDFs that need OCR?▼

Yes, scanned PDFs are OCR-processed page by page with per-block confidence levels recorded in the source map. Uncertain text and equations are flagged in translation_notes.md rather than silently corrected or guessed.

What happens if the full text cannot be legally obtained from a DOI?▼

The skill resolves the DOI to the publisher page and prefers lawful open-access versions such as arXiv or author copies. If only the abstract is reachable, it builds a draft reader from available content and clearly marks what was not retrieved.

Will the output ever be just a summary of the paper?▼

No, the default output is always a full-paper bilingual reader with paragraph-level alignment. Summary mode only occurs if the user explicitly requests a summary; otherwise missing content is labeled as draft mode.