semantic-paper-radarSemantic literature discovery and synthesis across arXiv/OpenAlex/PubMed (and optional Google Scholar adapters). Use when users ask for domain must-read pape...
Install via ClawdBot CLI:
clawdbot install rogerrrr18/semantic-paper-radarGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://export.arxiv.org/api/query?search_query=all:%s&start=0&max_results=%dUses known external API (expected, informational)
arxiv.orgAudited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
Researchers and graduate students in natural sciences, AI, engineering, or medicine can use this skill to quickly generate curated reading lists and identify foundational papers, recent advances, and key trends for a new topic. It saves time by synthesizing literature from arXiv, OpenAlex, and PubMed into a structured report with prioritized reading order.
R&D teams in technology or pharmaceutical companies can leverage this skill to map research landscapes, track emerging trends, and identify must-read papers for innovation projects. It helps in strategic planning by providing a concise overview of academic lineage and frontier developments in specific domains.
Academic writers, such as PhD candidates or authors preparing review articles, can use this skill to automate the initial stages of literature discovery. It aggregates and synthesizes papers based on natural language queries, outputting a research map with timelines and key contributions to streamline the review process.
Educators and curriculum developers in universities or online learning platforms can apply this skill to build up-to-date reading lists and identify essential papers for courses in fast-evolving fields like AI or biomedical sciences. It ensures course materials reflect current research trends and foundational knowledge.
Business analysts and consultants in research-intensive industries can use this skill to monitor academic publications for competitive insights, such as emerging technologies or shifts in research focus. It provides a quick synthesis of papers to inform market analysis and strategic decisions.
Offer this skill as a cloud-based service with tiered subscriptions for individuals, academic institutions, and enterprises. Revenue is generated through monthly or annual fees, with premium features like advanced analytics, custom integrations, and priority support.
License the skill to corporations, research labs, or government agencies for internal use, with custom deployments and integration into existing workflows. Revenue comes from one-time licensing fees or annual maintenance contracts, tailored to organizational needs.
Provide a free basic version for individual users, with limitations on queries or output features, and charge for API access or advanced capabilities like high-volume searches, biomedical focus, or Scholar integration. Revenue is driven by API usage fees and premium upgrades.
💬 Integration Tip
Integrate with existing academic tools or workflows by ensuring compatibility with common data formats and APIs, and consider adding optional adapters for platforms like Google Scholar to enhance cross-checking and authority validation.
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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