Yuan Yizhe builds skills that help AI agents turn slide images, scanned PDFs and research papers into editable PowerPoint decks and Chinese-translated PDFs, with figures, speaker notes and page layout preserved. A large share of the work also covers academic writing for social science, including topic framing, literature mapping, citation verification against Nature-family journals, and experiment logging, with the Nature skills sharing one internal support package. Most of the catalog is Chinese-language academic tooling paired with document-conversion pipelines.
Nature Skills
23 skills · 52,545 stars · Apache-2.0
Make research paper slides in PowerPoint and DeckCraft .pptx files Turn a scientific paper into a Chinese PPTX deck with source figures and speaker notes.
Nature Academic Search Search literature across sources, verify or manage citations, and build MeSH strategies or citati…
Nature Citation Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source m…
Nature Data Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository pl…
Nature Downloader Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval,…
Nature Experiment Log 标准化实验日志记录——直接上传或读取本地图片、语音和文字，产出带 YAML frontmatter 的 Markdown；可选集成飞书 CLI 与 Obsidian。
Nature Figure Create, revise, audit, and export manuscript scientific figures in Python or R.
Nature Literature Pipeline Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → f…
Nature Paper Card Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experimen…
Nature Paper To Patent Turn research papers or inventor materials into evidence-grounded Chinese invention patent drafts…
Nature Paper Xray Read one supplied paper closely enough to reconstruct how its authors actually got there, rather…
Nature Polishing Polish, translate, or tighten existing academic prose while preserving facts, terminology, and ev…
Nature Reader Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equa…
Nature Ref Verifier 对学术文献逐条执行多源交叉验证，逐字段对比作者、标题、年份、卷期、页码， 标记卷年/DOI年冲突、作者顺序异常、页码偏差等问题，输出结构化验证报告。 可批量处理整篇论文/开题报告的参考文献列表，…
Nature Response Draft, audit, or revise responses to peer review, revision cover letters, and marked-manuscript o…
Nature Reviewer Provide evidence-grounded mock peer review of scientific manuscripts or excerpts, covering signif…
Nature Shared Internal shared-reference support package for installed Nature Skills, including nature-writing,…
Nature Social Science 社会科学及相邻学科学术写作与选题论证工作台，覆盖选题构思、文献梳理、论证组织、学术表达四大要素。Use for 找论文题目/研究问题、把兴趣或宽泛主题变成可讨论的研究方向、文献综述与领域版图、区…
Nature Statistics Audit or improve manuscript statistical reporting, including experimental units, replication, unc…
Nature Writing Draft or restructure scientific manuscript arguments, sections, and initial-submission materials…
Rebuild slide images as editable PPTX files and DeckCraft Turn screenshots and scanned slides into object-level editable PowerPoint slides
Researchwrite Compose, revise, or audit research proposals, opening reports, and research plans from supporting…
Translate English paper PDFs to Chinese in Acrobat and PdfCraft Page-by-page Chinese translation of English papers as a layout-preserving image PDF.