Nature Reader
Transforms academic papers from PDFs, DOIs, and arXiv into high-fidelity, bilingual Markdown documents with integrated figure and table placement.
Nature Reader is a specialized Claude Code skill engineered for researchers, academics, and students who require deep, nuanced engagement with scientific literature. It goes beyond simple summarization by constructing full-text, side-by-side Chinese-English readers from diverse sources like PDFs, arXiv links, and publisher HTML. The skill prioritizes source-grounded accuracy, ensuring that figures and tables are preserved and positioned correctly alongside relevant prose, maintaining the structural integrity and academic rigor of the original journal or conference paper.
Key Features
0119,655 GitHub stars
02High-fidelity side-by-side Chinese-English translation
03Context-aware figure and table placement within prose
04Source-format detection for PDFs, arXiv, DOI, and HTML
05Source-grounded anchors for precise text block referencing
06Automated terminology ledger for consistent academic vocabulary
Use Cases
01Extracting specific data tables and visualizations from academic papers while maintaining original context
02Translating complex international journal articles into structured bilingual study guides
03Converting static research PDFs into dynamic, searchable Markdown files with embedded figures