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Research & Science · Zotero · For researchers
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts. | Imbad0202/ | 51k | — | ~8.4k | Automated safety check: Pass | Unknown | yesterday |
| 2 | Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references. | Galaxy-Dawn/ | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | 18 days ago |
| 3 | Export paper from CNKI and push to Zotero, or save as RIS file. | cookjohn/ | 983 | 2 repos | ~1.7k | Automated safety check: Pass | No licence | 7 mo ago |
| 4 | A skill your agent uses when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections override, especially when a reader needs a reviewed… | 917Dhj/ | 1.2k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 5 | 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 |
| 6 | Reads and edits a Zotero library from the shell with zotero-cli: search by keyword or meaning, read PDF text, manage tags, notes and collections, and export bibliographies. | 54yyyu/ | 5.3k | — | ~2.3k | Automated safety check: Pass | MIT | 3 days ago |
| 7 | Generate a high-quality deep-reading note for a single paper and write it into an Obsidian-style vault. | 917Dhj/ | 1.2k | 1 repo | ~5.9k | Automated safety check: Pass | MIT | yesterday |
| 8 | Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search. | HuiyuLi-2000/ | 439 | 1 repo | ~1.4k | Automated safety check: Notes | MIT | 3 mo ago |
| 9 | 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… | jing1312/ | 171 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 10 | 10.Zotero Use Zotero Desktop to enable/probe the local API, search a local Zotero library, list items/collections/tags, export BibTeX, insert citation keys into LaTeX or Markdown drafts, read indexed full… | congcongwang0122/ | 200 | — | ~1.6k | Automated safety check: Pass | No licence | 1 mo ago |
| 11 | Search and cite from local BibTeX/BibLaTeX .bib libraries, including Zotero exports. | bahayonghang/ | 500 | — | ~2.3k | Automated safety check: Pass | No licence | 13 days ago |
| 12 | Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks. | fakerqwq/ | 382 | — | ~7k | Automated safety check: Pass | No licence | 4 mo ago |
| 13 | Build evidence-aware bilingual literature reviews and interactive dashboards from a local Zotero library or a new topic search. | xuezheng627/ | 104 | — | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 14 | Domain-configurable Zotero-to-Obsidian literature curation and paper close-reading skill. | ganzoth/ | 160 | — | ~2.3k | Automated safety check: Pass | MIT | 5 mo ago |
| 15 | 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 |
| 16 | Summarize, organize, and normalize messy research materials into an IEEE-ready writing brief before manuscript drafting. | CloudWave818/ | 359 | — | ~924 | Automated safety check: Pass | MIT | 2 mo ago |
| 17 | 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 |
| 18 | Full-featured CLI for Zotero reference management. An agent skill from PiaoyangGuohai1/cli-anything-zotero. | PiaoyangGuohai1/ | 138 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 19 | Generate academic research proposals for PhD applications. An agent skill from LeonChaoX/qinyan-academic-skills. | LeonChaoX/ | 944 | 2 repos | ~4.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 20 | 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 |
| 21 | Cross-checks each academic reference against several sources field by field, flags conflicts such as year, DOI, author order and page errors, and outputs a structured report. | Yuan1z0825/ | 47k | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | 22.Gs Export Export Google Scholar paper(s) to Zotero via BibTeX. An agent skill from cookjohn/gs-skills. | cookjohn/ | 527 | — | ~1.2k | Automated safety check: Pass | MIT | 7 mo ago |
| 23 | Exports Web of Science records into Zotero directly, or to RIS, BibTeX, Excel and plain-text files through the site's export menu. | cookjohn/ | 123 | — | ~1k | Automated safety check: Pass | No licence | 7 mo ago |
| 24 | This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap analysis", "start research project", "conduct literature… | Galaxy-Dawn/ | 5.7k | 2 repos | ~2.4k | Automated safety check: Pass | MIT | 18 days ago |
| 25 | 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 |
| 26 | Build, audit, authorize, recover, or finalize dynamic Zotero citations and bibliographies in Microsoft Word DOCX files with a protected-source, digest-bound workflow. | xuzhougeng/ | 1k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 27 | Moves papers from Zotero into an Obsidian project knowledge base as source notes, literature synthesis and writing outputs, with evidence records behind every promoted claim. | Galaxy-Dawn/ | 5.7k | — | ~514 | Automated safety check: Pass | MIT | 18 days ago |
| 28 | Access and configure a user's local or cloud Zotero library without MCP by executing the bundled JSON CLI. | Bubble-OoO/ | 117 | — | ~1.2k | Automated safety check: Warn | No licence | 2 mo ago |
| 29 | 29.Pyzotero Interact with Zotero reference management libraries using the pyzotero Python client. | agent-skills-hub/ | 112 | 4 repos | ~1.1k | Automated safety check: Notes | MIT | 9 days ago |
| 30 | 30.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 |
| 31 | 31.Gap Analysis A skill your agent uses when the user asks to analyze research gaps, find research gaps, generate research ideas, or analyze papers for gaps. | xujingchen1996/ | 134 | — | ~932 | Automated safety check: Pass | MIT | 2 mo ago |
| 32 | 32.Export A skill your agent uses when the user needs BibTeX, RIS, Markdown reference lists, filtered citation exports, custom citation styles, or a Markdown-to-DOCX export for sharing. | ZimoLiao/ | 577 | — | ~1.6k | Automated safety check: Pass | MIT | 16 days ago |
| 33 | 33.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 |
| 34 | Ground truth from the running Zotero plugin over RDP. An agent skill from aidenlx/zotlit. | aidenlx/ | 1k | — | ~754 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 35 | 35.Pyzotero Manages Zotero reference libraries using the pyzotero Python client: retrieves, creates, updates, and deletes items, collections, tags, and attachments via the Zotero Web API v3 or local API. | K-Dense-AI/ | 48k | 1 repo | ~2k | Automated safety check: Notes | MIT | 6 days ago |
| 36 | 36.Lit Sync A skill your agent uses when references in a .bib file (often from /search-lit) should land in Zotero and Obsidian. | Aperivue/ | 333 | — | ~4.6k | Automated safety check: Pass | MIT | 6 days ago |
| 37 | Conduct a systematic literature review that maps the current landscape of a research question. | joshzyj/ | 168 | — | ~14k | Automated safety check: Notes | Unknown | 23 days ago |
| 38 | Answer citation questions about an Obsidian vault through ZotLit: which notes cite a work, what a document cites, and why a citation is broken. | aidenlx/ | 1k | — | ~1k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 39 | A skill your agent uses when managing a manuscript project over time. | Aperivue/ | 333 | — | ~1.6k | Automated safety check: Pass | MIT | 6 days ago |
| 40 | 40.Sci Zotero Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs. | ShZhao27208/ | 209 | — | ~452 | Automated safety check: Notes | MIT | 1 mo ago |
| 41 | 41.Manage Refs A skill your agent uses when references must be written, rendered or converted. | Aperivue/ | 333 | — | ~4.1k | Automated safety check: Pass | MIT | 6 days ago |
| 42 | 42.Setup Medsci A skill your agent uses when a skill fails for a missing tool or the environment needs checking. | Aperivue/ | 333 | — | ~960 | Automated safety check: Pass | MIT | 6 days ago |
| 43 | Communications-domain literature review with Claude-style knowledge-base-first retrieval. | AI4Scientist/ | 128 | 4 repos | ~2.2k | Automated safety check: Notes | No licence | 4 mo ago |
| 44 | Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening… | brycewang-stanford/ | 4.6k | — | ~2.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 45 | A skill your agent uses when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion, Papers/ plus… | brycewang-stanford/ | 4.6k | — | ~976 | Automated safety check: Pass | Unknown | 6 days ago |
| 46 | A skill your agent uses when papers are collected in Zotero but the user wants detailed reading notes, project-linked literature synthesis, collection-wide paper-note coverage checks, and a… | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 47 | Compare experimental method details between two Zotero PDF papers, identify protocol differences (ratios, dosages, timing, conditions), search supporting literature to explain why they differ, and… | aipoch/ | 1.9k | — | ~3.3k | Automated safety check: Notes | MIT | 24 days ago |
| 48 | 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… | aiskillstore/ | 433 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | yesterday |
