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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure… | 54yyyu/ | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 2 | 从论文 PDF 文件或论文 PDF URL 生成通俗易懂、图文并茂、带批判性评估的中文 Markdown 解读,并保存到当前项目的 markdown 目录。Use when the user asks to interpret,精读,解读,summarize,explain,analyze, or write an article from an academic paper PDF… | digoal/ | 8.6k | — | ~1.5k | Automated safety check: Pass | GPL-2.0 | 2 days ago |
| 3 | A skill your agent uses when turning an academic paper PDF/arXiv/OpenReview page/local LaTeX source into a single-file Chinese HTML deep-reading page, especially when the user wants a Cheat-Sheet… | cnfjlhj/ | 454 | — | ~2.4k | Automated safety check: Pass | No licence | 27 days ago |
| 4 | 4.Study A skill your agent uses when the user wants to read, study, analyze, or deeply understand a research paper (PDF). | alaliqing/ | 343 | — | ~2.5k | Automated safety check: Notes | MIT | 1 mo ago |
| 5 | Read and critically analyze one academic paper from an arXiv URL/ID or a local PDF, producing a source-grounded Markdown report that can grow from a quick read into a reviewer-level deep review. | YSQ-boop/ | 101 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 6 | 论文共读:用 EasyRead(E:\CursorProject\easyread)这个本地工具读论文。用户给一篇 PDF 或 arXiv 编号时,导入文献库、翻译成中文(后台引擎或对话里的 agent 亲自译);之后边读边讨论,agent 读用户在页面上的笔记和提问,把回答、解释、原文核对提示追加到对应段落旁。用于… | Edwardxlai/ | 885 | — | ~567 | Automated safety check: Pass | MIT | yesterday |
| 7 | A skill your agent uses when the user asks to batch-download academic PDFs with ref-downloader — either ALL references of one paper (Mode A: DOI or PDF input), OR a custom batch of papers (Mode B… | ltczding-gif/ | 139 | — | ~5.9k | Automated safety check: Pass | MIT | 4 mo ago |
| 8 | 系统阅读、解释和批判性分析单篇 arXiv AI / 机器人论文,并生成一份主线清楚、核心内容不缺失、审稿证据可追溯的自包含 Markdown 报告。适用于 arXiv 链接、ID 或其 PDF 的精读、方法/理论/系统讲解、完整 Claim 审查、实验/证明/协议/代码证据核对、相关文献定位和复现或验证判断;默认执行完整精读,仅在用户明确要求速读时缩减覆盖范围。当前流水线不支持无法解析出… | sodalone/ | 142 | — | ~1.3k | Automated safety check: Pass | No licence | 2 mo ago |
| 9 | A skill your agent uses when turning a folder of research PDFs into Obsidian notes, even if Obsidian is not named. | Aperivue/ | 333 | — | ~1.6k | Automated safety check: Pass | MIT | 6 days ago |
| 10 | Analyzes arXiv papers, PDFs, project pages and blogs and writes an evidence-backed Obsidian note with images and a knowledge-graph entry. | juliye2025/ | 1.7k | — | ~715 | Automated safety check: Pass | No licence | 26 days ago |
| 11 | ResearchVault 文献知识问题的默认检索技能。先从当前 Vault 的 Analytical Notes 定位相关论文,再按需要定向进入对应 Fulltext,必要时回到 Zotero PDF 验证。若用户明确要求基于当前项目文件检索,优先执行严格的项目文件检索后再回答。纯 Skill、代码、Git、文件整理和转换工具调试任务不自动触发文献检索。 | cheneternity/ | 292 | — | ~2.3k | Automated safety check: Pass | No licence | 11 days ago |
| 12 | 12.Summary Use this for a quick summary of a research paper's core ideas and key points. | alaliqing/ | 343 | — | ~2k | Automated safety check: Notes | MIT | 1 mo ago |
| 13 | 13.Paper Audit Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf. | bahayonghang/ | 500 | — | ~5.1k | Automated safety check: Pass | No licence | 13 days ago |
| 14 | 14.Paper Review 论文深度解读 Skill — 下载论文PDF → LLM深度解读(问题/创新点/方法原理/实验分析)→ PDF图片提取 → 生成组会PPT → 生成解读音频MP3。端到端学术论文解读工具。 | RapidAI/ | 148 | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 15 | Fetch and normalize any content source into clean text with metadata — YouTube video transcripts, TikTok captions, web articles, PDFs, tweets/X posts, local files. | SerhiiKorniienko/ | 154 | — | ~976 | Automated safety check: Pass | MIT | 11 days ago |
| 16 | 16.Research Build, extend, AND query a persistent LLM-maintained wiki for any research topic. | iusztinpaul/ | 179 | — | ~17k | Automated safety check: Pass | MIT | 3 mo ago |
| 17 | 17.Sci Figure Extracts figures and sub-figures from academic PDF papers. An agent skill from ShZhao27208/Aut_Sci_Write. | ShZhao27208/ | 209 | — | ~1.6k | Automated safety check: Pass | AGPL-3.0-or-later | 1 mo ago |
| 18 | 中文文献检索、筛选、批量采集和合法全文获取助手。用于用户需要查找论文、下载可合法获取的 PDF/HTML/XML 全文、生成关键词和检索式、查询 DOI/PMID、筛选高影响因子或高分区期刊、检查开放获取、做引用链扩展、批量文献候选表、下载日志、去重清单、Zotero/BibTeX 整理,或解决文献难下载问题;禁止绕过付费墙、盗版下载、共享账号或规避版权限制。 | Lucaswangzcx/ | 239 | — | ~1.4k | Automated safety check: Pass | MIT | 5 mo ago |
| 19 | 中文论文深读、总结/TL;DR、工程拆解、按论文实现/复现、比较与证据审计。用户给出论文 PDF、链接、标题、摘要、正文或图表,或明确要读论文时使用。只有论文锚点且无附言时澄清阅读目标;只有阅读意图时问哪篇。已有论文时,“看看这篇”直接深读。不用于仅翻译、解释单个术语、生成 BibTeX、找或下载论文。 | MrGeDiao/ | 103 | — | ~1.3k | Automated safety check: Pass | MIT | 7 days ago |
| 20 | 20.Gs Fulltext Get full-text access links for a Google Scholar paper - PDF, DOI, Sci-Hub, and publisher links. | cookjohn/ | 527 | — | ~1.1k | Automated safety check: Pass | MIT | 7 mo ago |
| 21 | Collect and manage full-text PDFs for included studies, track provenance, and prepare documents for extraction. | htlin222/ | 139 | — | ~1.7k | Automated safety check: Notes | Unknown | 18 days ago |
| 22 | 22.Review Paper Review an attached academic economics paper PDF with independent specialist audits and a complete evidence-grounded report, resume an interrupted paper review, or export a completed Reviewer report… | Ingar30/ | 222 | — | ~1.8k | Automated safety check: Pass | MIT | 9 days ago |
| 23 | 论文解读助手。适用于用户发送 arXiv 论文链接,并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source(如有)、生成中文 Markdown 报告。默认先交付初稿,不自动复查;如果用户明确同意,再安排后续复查。不适用于只要简短推荐语的情况。 | chujianyun/ | 742 | — | ~810 | Automated safety check: Pass | Unknown | 2 days ago |
| 24 | Pipeline stage that draws non-data diagrams for a mathematical modeling paper in DrawIO and exports them as PDFs, in Chinese. | jihe520/ | 6.2k | — | ~881 | Automated safety check: Notes | No licence | 8 days ago |
| 25 | 科研论文解读:解析 arXiv/PDF 的公式与图表,提炼问题、贡献、方法、关键图和结论,再产出 B站/视频号解读视频或知乎/公众号图文。 | ZJU-REAL/ | 3.4k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | 26.Scholar RAG Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review. | joshzyj/ | 168 | — | ~7.4k | Automated safety check: Notes | Unknown | 23 days ago |
| 27 | Generate beautiful, high-resolution mindmaps from Markdown unordered lists. | ai4s-research/ | 237 | 1 repo | ~3.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 28 | 太奶讀論文 — 一位百歲阿嬤用繁體中文、生活比喻和動漫梗,帶你讀懂學術論文。當使用者提供論文 PDF、arXiv 連結、或貼上論文文字,並想理解論文內容時,一定要使用此技能。觸發詞包括:讀論文、解釋論文、看不懂、幫我理解這篇、這篇在說什麼、paper reading、explain this paper。適用於任何學術論文的直觀導讀。 | voidful/ | 135 | — | ~1.4k | Automated safety check: Pass | MIT | 6 mo ago |
| 29 | Build the deterministic evidence ledger (artifactmanifest.json + claims.json) that every other Anti-Autoresearch auditor reads. | wanshuiyin/ | 160 | — | ~11k | Automated safety check: Notes | MIT | 5 days ago |
| 30 | Extracts figures from a research paper, preferring the arXiv source package for original-quality images and falling back to PDF extraction. | LigphiDonk/ | 739 | 1 repo | ~810 | Automated safety check: Pass | MIT | 5 mo ago |
| 31 | 学术论文全流程助手:搜索论文、下载 PDF、存入 WPS 笔记、精读分析。当用户说"搜论文"、"找论文"、"下载论文"、"读论文"、"帮我找 paper"、"搜一下 XXX 相关的论文"、"把这篇论文存到笔记"、"分析这篇论文"、"帮我做文献调研"时触发。支持 arXiv 和 OpenAlex 两个数据源,自动完成搜索→下载→转文本→写入 WPS 笔记→分析的完整闭环。 | wpsnote/ | 179 | — | ~970 | Automated safety check: Pass | No licence | 4 mo ago |
| 32 | 32.Exa Search Searches scientific and technical web content with Exa and extracts page or PDF text from URLs in batches. | K-Dense-AI/ | 48k | 1 repo | ~1.6k | Automated safety check: Notes | MIT | 6 days ago |
| 33 | 33.Paper Audit Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 34 | Read and summarize 3DGS research papers. An agent skill from jaccen/Awesome-Gaussian-Skills. | jaccen/ | 161 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | 35.Import A skill your agent uses when the user wants to import papers from Endnote XML/RIS, Zotero Web API or local SQLite, attach PDFs, match PDFs to records, or supplement records with PDF content. | ZimoLiao/ | 577 | — | ~790 | Automated safety check: Pass | MIT | 16 days ago |
| 36 | Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis. | zebbern/ | 4.7k | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 37 | Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. | agentscope-ai/ | 871 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 38 | 38.Papers Skill Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text. | sickn33/ | 47k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 2 days ago |
| 39 | 当用户明确要求"核查/优化综述 {主题}review.tex 的正文引用"或"运行 check-review-alignment"时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合,只在发现致命性引用错误时对"包含引用的句子"做最小化改写,并复用 systematic-literature-review 的渲染脚本输出… | InternScience/ | 172 | — | ~1.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 40 | Generates professional clinical PDF reports in English from WES (Whole Exome Sequencing) data with clinical interpretation summary, pharmacogenomic alerts, and follow-up recommendations. | ClawBio/ | 1.2k | 1 repo | ~1.8k | Automated safety check: Pass | Proprietary | 2 days ago |
| 41 | Generates professional clinical PDF reports in Spanish from WES (Whole Exome Sequencing) data with clinical interpretation, pharmacogenomic alerts, and follow-up recommendations. | ClawBio/ | 1.2k | 1 repo | ~2.1k | Automated safety check: Pass | Proprietary | 2 days ago |
| 42 | 当用户明确要求"从文件/图片/网页/描述中提取综述主题"、"生成主题+关键词+核心问题结构化输出",或要求使用旧名 get-review-theme skill 时使用。支持文件(PDF/Word/Markdown/Tex)、文件夹、图片、自然语言描述、网页 URL 等多种输入源,自动识别输入类型并提取内容,生成可直接用于 research-literature-review… | huangwb8/ | 2.9k | — | ~666 | Automated safety check: Pass | MIT | 7 days ago |
| 43 | Build auditable peer-review revision and author-response packages for Light stage 13. | Light0305/ | 640 | — | ~3.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 44 | 其他高等院校教师与数据科学家在追踪前沿学术时,当需要深度解析arXiv论文,用此技能可一键下载PDF并自动生成词频分析、双人播客、交互式网页、PPT演示与总结图,将数小时的文献阅读转化为多媒体内容,效率提升十倍! | anbeime/ | 7.8k | — | ~972 | Automated safety check: Pass | No licence | 2 days ago |
| 45 | A skill your agent uses when you need full-text PDFs for a list of DOIs, such as a meta-analysis screening set. | Aperivue/ | 333 | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 46 | Generates submission-ready Elsevier/SCI Highlights from manuscript text or extracted PDF/DOCX/TXT content. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 47 | Generate statistics for publication-year and journal distributions from local references or PDFs; use when you need standardized Year/Journal tables and a summary without any network access. | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 48 | [omh] Paper or paper PDF to understand: explain a supplied paper or paper/PDF at a selected level while preserving full section coverage and source evidence boundaries. | rlaope/ | 3.2k | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |