Community研究與資料分析github.com

yuan1z0825/nature-data

準備、審核或修訂符合 Nature 期刊標準的資料可用性聲明、資料儲存庫計劃、資料集引用以及 FAIR 元數據檢查清單,適用於手稿提交。

nature-data 是什麼?

此技能專為協助研究人員與作者準備符合 Nature 期刊及其家族期刊要求的資料管理相關文件而設計。它能自動生成或審核資料可用性聲明、幫助選擇合適的資料儲存庫、提供資料集引用格式(如 DataCite 風格)以及 FAIR 元數據檢查清單。支援處理敏感資料、限制存取資料、原始資料與補充資料集的聲明撰寫,並可將中文的資料可用性用語(如「數據可用性聲明」、「數據共享」)轉換為道地的英文表達。此技能適用於任何學術寫作場景,即使未特別提及 Nature 期刊,也能用於一般期刊的資料可用性聲明、程式碼/資料共享章節、資料儲存庫選擇等需求,特別適合中文母語作者準備國際投稿。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/yuan1z0825/nature-skills/tree/main/skills/nature-data

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說明文件

nature-data 是做什麼的?

準備、審核或修訂符合 Nature 期刊標準的資料可用性聲明、資料儲存庫計劃、資料集引用以及 FAIR 元數據檢查清單,適用於手稿提交。當使用者詢問關於 Nature 資料可用性、研究資料共享、儲存庫選擇、登錄號碼、限制或敏感資料、原始資料、補充資料集、DataCite 風格資料集引用、學術出版 FAIR 元數據,或中文母語作者準備 Nature 家族投稿的資料可用性中翻英用語時使用。亦適用於一般學術寫作中的資料需求,即使未提及「Nature」,例如為任何期刊撰寫資料可用性聲明、程式碼/資料共享章節、寫作論文時選擇儲存庫,以及中文用語如「數據可用性聲明」、「數據可用性」、「數據共享」、「程式碼可用性」、「學術寫作資料聲明」、「寫資料聲明」、「資料存放」、「資料倉庫選擇」等情境。

Individual skills in this repo

This repo contains 8 individual skills — each has its own dedicated page.

yuan1z0825/nature-academic-search

Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv, Scopus, ScienceDirect). Use when the user needs coordinated multi-step literature workflows beyond a single MCP call. Also trigger on general literature-search needs during academic writing even without the word "Nature", such as searching for papers/literature, doing a literature review, verifying a citation, converting citation files, and Chinese phrasings like 文献检索、查文献、找文献、 文献综述检索、查论文、引文核对、参考文献管理、文献去重.

yuan1z0825/nature-citation

Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science family, and Cell Press, filtering by publication time range, and exporting one reference-manager-ready output by default. Use this skill whenever the user asks to input text and automatically get references, add citations to a paragraph/manuscript, find Nature-series or CNS support for statements, create text-to-reference correspondence, "分段引用", "自动给出引用", "Nature系列引用", "CNS及子刊", "支撑文献", "补引用", "找引用", or export EndNote/RIS/ENW/Zotero RDF. Also trigger on general academic-writing citation needs even without the word "Nature", such as adding references while writing a paper, finding sources/literature for a claim, building a reference list, citation/referencing for academic writing, and Chinese phrasings like 学术写作引用、写论文加引用、写paper找文献、加参考文献、配文献、引用文献、文献支撑.

yuan1z0825/nature-figure

Submission-grade Nature/high-impact journal figure workflow for Python or R. Use whenever the user asks to create, revise, audit, or polish manuscript figures, multi-panel scientific plots, figures4papers-style matplotlib plots, or journal-ready SVG/PDF/TIFF outputs, especially for Nature-family or other high-impact journals. Before plotting, define the figure's conclusion, evidence logic, export needs, and review risks. If the user has not chosen Python or R, ask "Python or R?" and stop. Use only the selected backend for figure generation, previewing, exporting, and QA. Supports matplotlib/seaborn and ggplot2/patchwork/ComplexHeatmap. Not for dashboards or Illustrator/Figma-first infographics.

yuan1z0825/nature-paper2ppt

Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes. Use this skill whenever the user asks to make slides/PPT/PPTX for journal club, group meeting, paper sharing, thesis seminar, lab meeting, department report, or academic presentation from a research paper, not only medical papers. It identifies the paper type and argument, selects only the figures needed for the story, writes Chinese slide content and speaker notes, creates the actual .pptx deck, and runs an explicit self-review/corrective revision loop focused on figure quality, text overflow prevention, and non-template visual design before delivery.

yuan1z0825/nature-polishing

Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article patterns, and phrase-level support from Academic Phrasebank. Use whenever the user asks to polish a manuscript paragraph, abstract, introduction, results, discussion, conclusion, title, methods section, or Chinese academic draft for publication-quality English.

yuan1z0825/nature-reader

Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchors for every block. This skill must not degrade into a summary-only output unless the user explicitly asks for a summary. Also trigger on general paper-reading and translation requests even without the word "Nature", such as reading/translating an academic paper, literature reading, understanding a paper, and Chinese phrasings like 读论文、精读论文、论文翻译、文献翻译、文献阅读、学术阅读、帮我读这篇文章、翻译这篇paper.

yuan1z0825/nature-response

Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions. Use when the user provides reviewer comments, editor decision letters, revision notes, response drafts, or asks how to respond to major/minor revision requests, rebuttal letters, response to reviewers, peer-review reports, 审稿意见回复, 逐点回复, 修回信, 大修回复, 小修回复, or 如何回复 reviewer. Also trigger on general peer-review response needs during academic writing/revision even without the word "Nature", such as replying to reviewers for any journal, writing a rebuttal/response letter, handling revision comments, and Chinese phrasings like 回复审稿人、审稿回复、返修、 修改稿回复、写rebuttal、回应审稿意见、应对审稿.

yuan1z0825/nature-writing

Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, results narrative, discussion, conclusion, title, or full manuscript argument rather than only polish finished prose.

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