Community研究與資料分析github.com

yuan1z0825/nature-figure

適用於Python或R的投稿級Nature/高影響力期刊圖表工作流程。每當使用者要求創建、修改、審核或打磨稿件圖表、多面板科學圖、figures4papers風格的matplotlib圖,或期刊就緒的SVG/PDF/TIFF輸出時使用,特別是針對Nature系列或其他高影響力期刊。

nature-figure 是什麼?

此技能提供一個專門用於生成投稿級Nature/高影響力期刊圖表的標準化工作流程,支援Python和R兩種語言。在開始繪圖前,它會要求使用者明確圖表的核心結論、證據邏輯、匯出需求以及審查風險,以確保圖表具有嚴謹的科學論證。使用時,若使用者未指明語言,技能會主動詢問“Python or R?”並僅使用所選後端進行圖表生成、預覽、匯出和品質保證。該技能支援matplotlib/seaborn (Python) 和 ggplot2/patchwork/ComplexHeatmap (R) 等主流科學繪圖庫,專注於高影響力期刊的圖表製作,不適用於儀表板或Illustrator/Figma優先的資訊圖表。

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

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說明文件

nature-figure 是做什麼的?

投稿級Nature/高影響力期刊圖表工作流程,適用於Python或R。每當使用者要求創建、修改、審核或打磨稿件圖表、多面板科學圖、figures4papers風格的matplotlib圖,或期刊就緒的SVG/PDF/TIFF輸出時使用,特別是針對Nature系列或其他高影響力期刊。在繪圖前,請定義圖表的結論、證據邏輯、匯出需求和審查風險。如果使用者尚未選擇Python或R,請詢問“Python or R?”並停止。僅使用所選後端進行圖表生成、預覽、匯出和品質保證。支援matplotlib/seaborn 和 ggplot2/patchwork/ComplexHeatmap。不適用於儀表板或Illustrator/Figma優先的資訊圖表。

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-data

Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data availability, research data sharing, repository selection, accession numbers, restricted or sensitive data, source data, supplementary datasets, DataCite-style dataset references, FAIR metadata for academic publication, or Chinese-to-English data availability wording for Chinese-speaking authors preparing Nature-family submissions. Also trigger on general academic-writing data needs even without the word "Nature", such as writing a data availability statement for any journal, code/data sharing sections, repository selection while writing a paper, and Chinese phrasings like 数据可用性声明、数据可用性、 数据共享、代码可用性、学术写作数据声明、写数据声明、数据存放、数据仓库选择.

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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