paper-scoutSearch and summarize research papers in robotics and related fields. Use when asked to find recent papers, digest academic literature, or scout publications...
Install via ClawdBot CLI:
clawdbot install wyp41/paper-scoutGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
University researchers use Paper Scout to quickly gather and summarize recent papers in robotics and related fields, such as reinforcement learning or human-robot interaction, from top venues like TRO and CVPR. This saves time in literature reviews and helps identify key innovations for grant proposals or project planning.
Tech companies in robotics or AI sectors employ Paper Scout to monitor cutting-edge research from conferences like ICLR and Science Robotics, ensuring their R&D teams stay updated on competitors and emerging trends. It automates digest creation for internal reports, supporting strategic decision-making.
Consulting firms use Paper Scout to analyze academic publications for clients in fields like autonomous systems or healthcare robotics, providing insights into innovation landscapes and patent opportunities. The structured outputs help in creating detailed market reports and trend forecasts.
Educators and online course creators leverage Paper Scout to compile recent papers on topics like imitation learning or CVPR proceedings for curriculum development or tutorial materials. This ensures course content is current and based on authoritative sources.
Startups in robotics and AI use Paper Scout to scout for novel research in areas like human intention prediction, identifying potential collaboration opportunities or licensing technologies from academia. It streamlines due diligence by filtering results to top venues and recent years.
Offer tiered subscriptions for individuals, academic institutions, and corporations, providing access to Paper Scout's automated search and summarization features. Revenue comes from monthly or annual fees, with premium tiers including advanced filters, API access, or priority support.
Sell annual licenses to large organizations like tech companies or research labs, allowing unlimited usage and integration into internal workflows. Revenue is generated through one-time or renewable license fees, with customization options for specific venues or keywords.
Provide a free basic version with limited searches and outputs, then charge for advanced features such as increased query limits, additional data sources like IEEE, or enhanced markdown reports. Revenue comes from in-app purchases or upgrade fees for power users.
💬 Integration Tip
Integrate Paper Scout into existing research workflows by using its YAML configuration for custom queries and output paths, ensuring compatibility with desktop tools like markdown editors for easy report generation.
Scored Jun 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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