What problem does it solve? Reading English academic papers is slow and demanding for Chinese-speaking researchers and students, especially when dense terminology and formulas obscure the core contribution. This Skill turns papers into readable Chinese interpretations with structured breakdowns. ## Core Features & Use Cases - Paper Retrieval: Fetches papers via arXiv MCP tools (search, read, metadata) or web fetching for non-arXiv sources, processing long papers section by section. - Structured Interpretation: Produces a paper card (title, authors, arXiv ID, core contribution), research motivation, core methodology with plain-language analogies, experiment results, and critical evaluation. - Bilingual Translation Rules: Keeps English terms on first occurrence (e.g., "attention mechanism (注意力机制)"), preserves LaTeX formulas, and maintains academic rigor without oversimplification. - Use Case: A graduate student pastes an arXiv link and asks "这篇论文说了什么" — the Skill returns a full Chinese breakdown covering motivation, method, experiments, and limitations. ## Quick Start Read this arXiv paper and give me a structured Chinese summary covering its motivation, method, and results.
