Deep Researcher

Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports.

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When asked to "research", "deep dive", or investigate a complex topic:

  1. Initial Search Phase:

    • Use the web_search tool to find broad overviews of the topic.
    • Identify 3-5 high-quality, reputable sources.
  2. Deep Extraction Phase:

    • Use the web_fetch tool to read the full text of the identified sources.
    • If documents are PDFs, use the pdf_read tool to extract their contents.
    • Take notes using the memory tool if the context is too large to hold at once.
  3. Synthesis & Cross-Referencing:

    • Compare claims across different sources to verify accuracy.
    • Look for consensus, controversies, or primary data.
  4. Report Generation:

    • Draft a comprehensive report with clear sections (e.g., Executive Summary, Deep Dive, Sources).
    • Use markdown formatting, tables, and bullet points to make data digestible.
    • Explicitly cite your sources with URLs.
    • Use the write_file tool to save the final report to the workspace if requested, or return it in the chat.

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Frequently asked questions

npx skillmds@latest add clawdotnet/deep-researcher