vibe-research-cnConduct AI-led research with autonomous literature review, hypothesis generation, analysis, and synthesis while human provides vision.
Install via ClawdBot CLI:
clawdbot install jirboy/vibe-research-cnGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Aug 17, 2026
A tech startup wants to understand emerging trends in AI and machine learning. The agent autonomously scans the latest literature, identifies key advancements, and synthesizes a report with confidence levels, helping the startup decide on their next product direction.
A pharmaceutical company needs to identify potential drug targets for a disease. The agent reviews thousands of research papers, cross-references findings, and proposes hypotheses, accelerating the early-stage research process while ensuring transparency.
An investment firm wants to assess risks in a new market. The agent scans economic reports, news, and academic papers, highlights contradictions, and provides a risk profile with confidence levels, aiding the firm's investment committee.
A retail chain wants to understand consumer preferences post-pandemic. The agent analyzes market research, social media trends, and academic studies, generating insights and hypotheses about shifting consumer behavior, which the retailer uses to adjust their offerings.
A government agency needs a comprehensive review of climate change mitigation strategies. The agent synthesizes scientific literature, identifies gaps, and proposes policy-relevant hypotheses, supporting evidence-based decision-making.
Offer 'vibe research' as a premium service to clients. Charge a fixed fee or hourly rate for autonomous research reports with human oversight, providing faster and deeper insights than traditional consulting.
Develop a platform that provides automated research workflows for enterprises. Users input a research question, and the platform executes the pipeline, offering subscription tiers based on usage and features.
Deliver curated research insights on a recurring basis to clients in specific industries. The agent continuously monitors literature and trends, providing regular updates and actionable insights.
💬 Integration Tip
When integrating into existing workflows, start with a pilot project and establish clear validation checkpoints where humans review agent outputs.
Scored Aug 17, 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.)