Deep single-paper reading, explanation, and critical analysis for academic articles, PDFs, research papers, and review articles. Use when the user asks to comprehensively analyze, fully explain, teach from beginning to end, summarize in depth, extract methods/results/data, explain every figure/table, define parameters, assess novelty/evidence/limitations, connect the paper to the field, identify follow-up experiments or innovation points, or produce Chinese study notes/report/PDF/PPT-ready wording for one paper/article, especially scientific and battery/materials papers.
Focused multi-paper literature analysis for one specified aspect/theme across related materials, battery, electrochemistry, or functional-materials papers. Use when the user provides multiple papers/PDFs/articles and asks to extract, compare, and deeply analyze one narrow topic such as structure, zero strain/near-zero volume change, negative thermal expansion, crystallographic shear planes, lithium diffusion mechanism, coating/interface, dopants, synthesis parameter, failure mode, operando evidence, or safety; especially when they want contradictions, evidence strength, research gaps, innovation ideas, Chinese review/PPT-ready wording, or a task-specific PDF/Markdown report.
Multi-paper linked analysis for materials science, battery, electrochemistry, and functional-materials literature. Use when the user provides or plans to provide multiple papers/PDFs/articles about one material system, such as Nb14W3O44, and wants core summaries, material/synthesis/test-system extraction, electrochemical parameter and performance comparison, paper-to-paper inheritance, supporting or contradictory results, field development mainline, research gaps, innovation ideas, or Chinese review/PPT-ready wording.
Translate complete PDFs into Chinese while preserving the original visual layout, images, figures, and page structure, then export a translated PDF. Use when the user asks to translate a full PDF/article/paper/book/report, says phrases such as 翻译全文, 翻译整篇文章, 整篇PDF翻译, 导出翻译后的PDF, 保留图片/格式/版式, or wants the same workflow of using the original PDF as a page background, covering source text, writing Chinese text, and manually fixing broken tables when needed.