literature-reviewer-skill根据用户提供的论文主题,进行系统性中英文文献回顾(Literature Survey)。 采用8阶段工作流,支持CNKI、Web of Science、ScienceDirect等主流数据库, 无需API配置,通过浏览器自动化获取文献信息。 输出包含GB/T 7714-2015引文、标题、摘要的Markdown文...
Install via ClawdBot CLI:
clawdbot install stephenlzc/literature-reviewer-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://kns.cnki.net/kns8/AdvSearch`Uses known external API (expected, informational)
arxiv.orgAudited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
Assists graduate students and researchers in conducting systematic literature reviews for thesis proposals or grant applications. Automates the tedious process of searching, deduplicating, and formatting references across multiple databases, saving significant time.
Supports healthcare professionals and biomedical researchers in reviewing clinical studies and medical imaging papers. It efficiently retrieves and analyzes literature from sources like PubMed and ScienceDirect, aiding in evidence-based practice and new study design.
Helps tech companies and analysts survey the latest advancements in fields like AI, machine learning, or cybersecurity. The skill gathers and synthesizes recent publications to identify trends, gaps, and competitive insights for strategic planning.
Aids policymakers and social scientists in compiling comprehensive literature on topics such as climate change or economic policies. It streamlines the collection of diverse sources, including CNKI for Chinese studies, to support robust reports and decision-making.
Enables R&D teams in industries like pharmaceuticals or engineering to quickly review scientific papers for innovation projects. By automating data extraction and analysis, it accelerates the ideation phase and reduces manual research overhead.
Offer tiered monthly or annual subscriptions for academic institutions, research labs, or corporations. Provide access to advanced features like unlimited searches, priority support, and custom database integrations, generating recurring revenue.
Provide a free basic version with limited searches and outputs, then charge for premium features such as bulk processing, enhanced AI analysis, or export to specialized formats like LaTeX. This model attracts a wide user base and converts heavy users.
Sell annual licenses to large enterprises, universities, or government agencies for team-wide use. Include customization options, API access for integration with internal systems, and dedicated training and support services.
💬 Integration Tip
Ensure the skill is integrated with existing academic workflows by supporting common export formats like Markdown and JSON, and consider adding plugins for tools like Zotero or Overleaf for seamless citation management.
Scored Apr 19, 2026
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.
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Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
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Baidu Scholar Search - Search Chinese and English academic literature (journals, conferences, papers, etc.)