web-researcherUse this skill for deep research, fact-checking, or finding the latest technical news.
Install via ClawdBot CLI:
clawdbot install aokikaito79/web-researcherGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A tech startup needs to track the latest software releases and bug reports for their competitors. The AI agent uses multi-query searches to find both features and issues, then synthesizes a comprehensive report with key facts and contradictions.
A university researcher needs to verify claims in a scientific paper that aren't covered in their local databases. The agent performs deep web research by fetching full texts from multiple sources, identifying contradictions, and providing cited evidence.
A marketing firm requires up-to-date information on consumer trends for a new product launch. The agent searches for the latest news and research, synthesizes findings into timelines and key facts, and highlights any breaking developments.
A healthcare organization needs to monitor recent regulatory changes and medical breakthroughs. The agent conducts targeted searches, fetches full articles for deep analysis, and presents findings with clear citations to support decision-making.
An investment firm seeks the latest financial news and reports on market movements. The agent runs multiple queries to gather diverse perspectives, synthesizes information into key facts and alerts, and cites sources for transparency.
Offer monthly or annual subscriptions where clients receive regular research briefs on their specified topics. The AI agent automates deep web research, providing synthesized reports with citations, saving clients time on manual searches.
Operate a platform where users can request custom research reports on-demand. The AI agent generates detailed briefs following the research protocol, with revenue generated per completed report based on complexity and urgency.
Integrate the skill into enterprise software (e.g., content management systems or internal wikis) to provide real-time fact-checking and research support. This helps organizations verify information and stay updated with the latest data.
💬 Integration Tip
Integrate this skill into workflows that require up-to-date information verification, such as content creation or strategic planning, to enhance accuracy and efficiency by automating deep web research.
Scored Apr 22, 2026
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per t...
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