ai-paper-surveyConduct structured AI paper surveys using alphaXiv MCP tools. Reads user research interests from a keywords file, searches recent papers across multiple dime...
Install via ClawdBot CLI:
clawdbot install haataa/ai-paper-surveyGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Sep 3, 2026
A graduate student or researcher needs to conduct a comprehensive literature review for their thesis or paper. This skill automates the initial paper survey, searching multiple databases and classifying papers by innovation, saving days of manual searching.
An AI startup wants to monitor latest research in their domain (e.g., LLM optimization) to stay ahead. The skill provides a structured weekly survey of relevant arXiv papers, offering insights into emerging trends and competitor technologies.
A research scientist at a tech company needs to track progress in a specific area like multimodal learning for product roadmap decisions. The skill generates periodic trend reports and identifies fundamental breakthroughs early.
A researcher writing a grant proposal needs to cite the most impactful and recent papers in their field. The skill creates a survey including paper impact analysis to support the proposal's significance statement.
Offer this skill as part of a subscription for research teams or individuals, providing automated, regular paper surveys tailored to their interests. Revenue generated from monthly or yearly subscription fees.
Provide basic survey capabilities free, with premium features like deep impact analysis, custom classification frameworks, or advanced trend synthesis paid. Generate revenue through upselling premium tiers.
For companies needing this integrated into their internal workflows, offer a customized integration and training service. Revenue from one-time implementation fees plus ongoing support contracts.
💬 Integration Tip
For integration, ensure the alphaXiv MCP server and paper-impact-analyzer are properly configured. Start with a pilot user group to refine the keywords file and time ranges for optimal results.
Scored Sep 3, 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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