zishuq/caro/web-research

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Searches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents. Use when the user asks to research a topic online, search the web, look something up, find current information, compare options, or produce a research report.

Install

npx vskill@latest install zishuq/caro/web-research

SKILL.md

The same SKILL.md was published earlier as xueheng-li/ai-tools-installation/web-research.

Web Research Skill

Research Process

Step 1: Create and Save Research Plan

Before delegating to subagents, you MUST:

  1. Create a research folder - Organize all research files in a dedicated folder relative to the current working directory:

`` mkdir research_[topic_name] `` This keeps files organized and prevents clutter in the working directory.

  1. Analyze the research question - Break it down into distinct, non-overlapping subtopics
  1. Write a research plan file - Use the write_file tool to create research_[topic_name]/research_plan.md containing:
  • The main research question
  • 2-5 specific subtopics to investigate
  • Expected information from each subtopic
  • How results will be synthesized

Planning Guidelines:

  • Simple fact-finding: 1-2 subtopics
  • Comparative analysis: 1 subtopic per comparison element (max 3)
  • Complex investigations: 3-5 subtopics
Step 2: Delegate to Research Subagents

For each subtopic in your plan:

  1. Use the `task` tool to spawn a research subagent with:
  • Clear, specific research question (no acronyms)
  • Instructions to write findings to a file: research_[topic_name]/findings_[subtopic].md
  • Budget: 3-5 web searches maximum
  1. Run up to 3 subagents in parallel for efficient research

Subagent Instructions Template:

Research [SPECIFIC TOPIC]. Use the web_search tool to gather information.
After completing your research, use write_file to save your findings to research_[topic_name]/findings_[subtopic].md.
Include key facts, relevant quotes, and source URLs.
Use 3-5 web searches maximum.
Step 3: Synthesize Findings

After all subagents complete:

  1. Review the findings files that were saved locally:
  • First run list_files research_[topic_name] to see what files were created
  • Then use read_file with the file paths (e.g., research_[topic_name]/findings_*.md)
  • Important: Use read_file for LOCAL files only, not URLs
  1. Synthesize the information - Create a comprehensive response that:
  • Directly answers the original question
  • Integrates insights from all subtopics
  • Cites specific sources with URLs (from the findings files)
  • Identifies any gaps or limitations
  1. Write final report (optional) - Use write_file to create research_[topic_name]/research_report.md if requested

Note: If you need to fetch additional information from URLs, use the fetch_url tool, not read_file.

Best Practices

  • Plan before delegating - Always write research_plan.md first
  • Clear subtopics - Ensure each subagent has distinct, non-overlapping scope
  • File-based communication - Have subagents save findings to files, not return them directly
  • Systematic synthesis - Read all findings files before creating final response
  • Stop appropriately - Don't over-research; 3-5 searches per subtopic is usually sufficient

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