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Updated 1d ago

by Yuan1z0825

nature-skills

符合nature论文学术表达和科研绘图的Skill

  • Active — Updated in the last 14 days
Works with
  • Codex
View on GitHub (opens in a new tab)

52.2k GitHub stars (52,214)

+6.2k in 30 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Nov 5: +7,551 in total; the busiest day was Oct 21 with +500 stars.Sep 27: +5 starsSep 28: +148 starsSep 29: +378 starsSep 30: +196 starsOct 1: +4 starsOct 2: +104 starsOct 3: +131 starsOct 4: +132 starsOct 5: +117 starsOct 6: +144 starsOct 7: +155 starsOct 8: +197 starsOct 9: +274 starsOct 10: +259 starsOct 11: +252 starsOct 12: +212 starsOct 13: +337 starsOct 14: +323 starsOct 15: +257 starsOct 16: +232 starsOct 17: +387 starsOct 18: +13 starsOct 19: +177 starsOct 20: +279 starsOct 21: +500 starsOct 22: +49 starsOct 23: +211 starsOct 24: +160 starsOct 25: +130 starsOct 26: +153 starsOct 27: +220 starsOct 28: +204 starsOct 29: +196 starsOct 30: +283 starsOct 31: +17 starsNov 1: +94 starsNov 2: +102 starsNov 3: +190 starsNov 4: +151 starsNov 5: +178 stars
Stars gained between daily snapshots
PeriodNew stars
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Sep 30+196
Oct 1+4
Oct 2+104
Oct 3+131
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Oct 5+117
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Nov 3+190
Nov 4+151
Nov 5+178
  • 24 skills (24 skills found in its SKILL.md files)
  • 2.7k forks (2,722 forks)
  • 1d ago last update (Last updated 1d ago)

Install

Skills CLI

npx skills add Yuan1z0825/nature-skills

Asks which skills and agents to install. Just one: npx skills add Yuan1z0825/nature-skills --skill nature-academic-search — add -g for every project.

Claude Code

git clone https://github.com/Yuan1z0825/nature-skillscp -r "nature-skills/skills/nature-academic-search" ~/.claude/skills/

Copies the nature-academic-search skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add Yuan1z0825/nature-skills

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • nature-academic-search

    Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for 文献检索、引文核对、参考文献管理、严格他引 and evidence-backed citer profiles; not for translating a paper or drafting manuscript prose.

    skills/nature-academic-search/SKILL.md on GitHub (opens in a new tab)

  • nature-citation

    Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列引用、CNS支撑文献、分段补引用 when this journal scope is requested; use broader literature search for unrestricted sources.

    skills/nature-citation/SKILL.md on GitHub (opens in a new tab)

  • nature-data

    Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 and dataset citations; not general data cleaning or statistical analysis.

    skills/nature-data/SKILL.md on GitHub (opens in a new tab)

  • nature-downloader

    Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information downloads.

    skills/nature-downloader/SKILL.md on GitHub (opens in a new tab)

  • 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。

    skills/nature-experiment-log/SKILL.md on GitHub (opens in a new tab)

  • nature-figure

    Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts and mechanism schematics. Not for interactive dashboards, data cleaning, or statistics-only analysis.

    skills/nature-figure/SKILL.md on GitHub (opens in a new tab)

  • nature-image2ppt

    Reconstruct slide images, screenshots, scanned PDFs, or image-only PPTX files as object-level editable PowerPoint. Use for 图片转可编辑PPT、截图还原PPT and diagram reconstruction; not authoring a new deck from research notes.

    skills/nature-image2ppt/SKILL.md on GitHub (opens in a new tab)

  • nature-literature-pipeline

    Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines a configurable engine with daily cron-driven application layer. Works with Feishu, Telegram, or any messaging platform.

    skills/nature-literature-pipeline/SKILL.md on GitHub (opens in a new tab)

  • nature-paper-card

    Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. Use for 论文精读卡、方法拆解、证据链分析; not full-paper bilingual translation or formal peer review.

    skills/nature-paper-card/SKILL.md on GitHub (opens in a new tab)

  • nature-paper-to-patent

    Turn research papers or inventor materials into evidence-grounded Chinese invention patent drafts and technical disclosures. Use for 技术交底书、专利撰写、现有技术对比 and Chinese DOCX patent packages; not general manuscript writing.

    skills/nature-paper-to-patent/SKILL.md on GitHub (opens in a new tab)

  • nature-paper-trans

    将英文论文 PDF 的指定页面或全文逐页翻译为简体中文图片型 PDF，尽量保留原文的版式、分栏、图表和公式；最终仅交付中文 PDF。用于论文阅读翻译，不用于可编辑 Word 重建或逐字审校。

    skills/nature-paper-trans/SKILL.md on GitHub (opens in a new tab)

  • nature-paper-xray

    Read one supplied paper closely enough to reconstruct how its authors actually got there, rather than restating what the abstract claims. Use for 精读论文, 讲透这篇论文, 把这篇读懂, 作者为什么这么设计, 这个公式怎么推出来的, paper x-ray, and deep single-paper comprehension before building on, reviewing, presenting, or citing that paper. Recovers the real starting point and the bet the authors placed, separates load-bearing design…

    skills/nature-paper-xray/SKILL.md on GitHub (opens in a new tab)

  • nature-paper2ppt

    Create or improve a Chinese academic PPTX from a scientific paper or research reading notes, with source figures and speaker notes. Use for 论文做PPT、文献汇报、组会PPT and paper-based conference or defense presentations.

    skills/nature-paper2ppt/SKILL.md on GitHub (opens in a new tab)

  • nature-paper2word

    Compile an academic Markdown manuscript into a journal- or school-compliant Word (.docx): declared typography, native OMML equations, three-line tables, cross-references, per-section page numbers, CSL bibliographies (GB/T 7714, APA, Nature, IEEE), and pre/post-export quality gates. 把学术论文的 Markdown 稿件导出为符合期刊或学位论文规范的 Word：摘要、公式编号、三线表、题注、交叉引用、目录域、参考文献。Use when the user wants a submission-ready .docx…

    skills/nature-paper2word/SKILL.md on GitHub (opens in a new tab)

  • nature-polishing

    Polish, translate, or tighten existing academic prose while preserving facts, terminology, and evidence boundaries. Use for 论文润色、学术翻译、正文精简, or manuscript LaTeX layout fixes. Use nature-writing when the main task is drafting new sections or rebuilding the manuscript argument.

    skills/nature-polishing/SKILL.md on GitHub (opens in a new tab)

  • researchwrite

    Compose, revise, or audit research proposals, opening reports, and research plans from supporting evidence. Use for 研究计划、开题报告、科研项目申请书. Invoked as researchwrite for compatibility; use nature-writing for general manuscript sections.

    skills/nature-proposal-writer/SKILL.md on GitHub (opens in a new tab)

  • nature-reader

    Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.

    skills/nature-reader/SKILL.md on GitHub (opens in a new tab)

  • 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，也可单条校验，支持与 Zotero 同步修正。

    skills/nature-ref-verifier/SKILL.md on GitHub (opens in a new tab)

  • nature-response

    Draft, audit, or revise responses to peer review, revision cover letters, and marked-manuscript or LaTeX revision packages. Use for 审稿意见回复、逐点回复、返修信、 rebuttals and edits to existing response drafts. Initial-submission materials belong to nature-writing; simulated peer review belongs to nature-reviewer.

    skills/nature-response/SKILL.md on GitHub (opens in a new tab)

  • nature-reviewer

    Provide evidence-grounded mock peer review of scientific manuscripts or excerpts, covering significance, validity, and major/minor concerns. Use for 模拟审稿、投稿前自审、审稿人视角评估; not author rebuttal drafting.

    skills/nature-reviewer/SKILL.md on GitHub (opens in a new tab)

  • nature-shared

    Internal shared-reference support package for installed Nature Skills, including nature-writing, nature-polishing, nature-response, nature-reader, and nature-paper2ppt. Do not invoke it as a standalone user workflow. Load only the specific core or journal-format file requested by another Nature skill.

    skills/nature-shared/SKILL.md on GitHub (opens in a new tab)

  • 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、区分"研究少"与真正未决的知识问题、设计证据路线与主张边界、新颖性审计与"审稿人2"式攻击、博士/论文可行性评估、导师沟通话术、或检查论文中的过度断言与概念混用。也适用于开题报告、研究计划书、学位论文的选题阶段与论证自检。

    skills/nature-social-science/SKILL.md on GitHub (opens in a new tab)

  • nature-statistics

    Audit or improve manuscript statistical reporting, including experimental units, replication, uncertainty, tests, and figure statistics. Use for 统计审查、统计方法小节、图注统计 and reviewer concerns; compute new analyses only when requested with data.

    skills/nature-statistics/SKILL.md on GitHub (opens in a new tab)

  • nature-writing

    Draft or restructure scientific manuscript arguments, sections, and initial-submission materials from author-provided evidence. Use for 论文写作、章节起草、论证重构、正文压缩、首次投稿材料. Use nature-polishing for language-only edits to existing prose and nature-response for post-decision correspondence.

    skills/nature-writing/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.