vibe-researchConduct AI-led research with autonomous literature review, hypothesis generation, analysis, and synthesis while human provides vision.
Install via ClawdBot CLI:
clawdbot install ivangdavila/vibe-researchGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A graduate student needs to conduct a comprehensive literature review on a niche topic for their thesis. The agent autonomously scans academic databases, summarizes key papers, identifies research gaps, and synthesizes findings into a structured draft, saving weeks of manual work.
A startup wants to analyze emerging trends in sustainable packaging. The agent researches industry reports, scientific studies, and competitor data, generates hypotheses about market shifts, and provides synthesized insights with citations to inform product development strategies.
A healthcare researcher investigates the efficacy of a new treatment. The agent reviews clinical trials, medical journals, and patient data, designs analysis methodologies, and drafts a report with transparent reasoning and confidence levels for regulatory review.
A government agency evaluates the potential effects of a proposed environmental regulation. The agent autonomously gathers data from scientific literature, economic models, and case studies, runs analyses, and synthesizes findings into actionable recommendations with cited sources.
A tech company explores the viability of adopting AI in manufacturing. The agent researches technical papers, patents, and industry benchmarks, generates hypotheses on implementation challenges, and provides a detailed synthesis to guide R&D decisions.
Offer monthly or annual subscriptions where businesses or academics access AI-led research reports on demand. This provides recurring revenue through tiered plans based on research depth and frequency, with human oversight included for validation.
Provide tailored research services for specific client needs, such as market analysis or competitive intelligence. Charge project-based fees with pricing scaled by complexity and scope, leveraging the agent for execution while consultants manage client relationships.
License the Vibe Research skill as part of an enterprise AI platform, enabling internal teams to conduct autonomous research. Generate revenue through licensing fees per user or organization, with support and customization options for large-scale deployment.
💬 Integration Tip
Integrate with existing data sources and collaboration tools to streamline workflows, ensuring the agent's outputs are easily validated and actionable for human users.
Scored Apr 18, 2026
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.