zotero-sholar将论文和摘要保存到 Zotero 文库。需配置 ZOTERO_CREDENTIALS 环境变量。
Install via ClawdBot CLI:
clawdbot install GottenZZP/zotero-sholarGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://www.zotero.orgUses known external API (expected, informational)
arxiv.orgAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Researchers and graduate students can automatically save paper metadata, PDF links, and AI-generated summaries to their Zotero library while conducting literature reviews. This streamlines citation management and ensures organized access to research materials across projects.
Research and development teams in technology or pharmaceutical companies can systematically archive technical papers, patents, and competitor analyses. The skill helps maintain a centralized knowledge repository with proper metadata and tags for future reference.
Journalists, writers, and content creators can quickly save source materials, studies, and references while researching articles or reports. The AI-generated summaries provide quick insights without needing to re-read entire papers.
Consulting firms can use this to organize industry reports, market research papers, and academic studies relevant to client projects. The tagging system allows for easy categorization by industry, topic, or client.
Law firms and legal departments can archive case law, legal journals, and regulatory documents with proper metadata. The system helps maintain organized precedents and research materials for future cases.
Integrate this skill into existing research management platforms or academic workflow tools as a premium feature. Charge subscription fees for enhanced Zotero integration capabilities with AI-powered summarization and automated metadata extraction.
License the skill to universities, research institutions, and corporations for their internal research workflows. Offer custom integrations, priority support, and volume discounts for large-scale deployments across departments or campuses.
Offer a free basic version for individual researchers with limited monthly saves, then charge for premium features like unlimited saves, team collaboration, advanced tagging, and integration with other research databases.
💬 Integration Tip
Ensure ZOTERO_CREDENTIALS environment variable is properly configured with userID:apiKey format before attempting integration. The skill automatically handles Python dependencies via uv run.
Scored Apr 19, 2026
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export, or Zotero specifically.