web-research

To generate web research reports, the system decomposes a question into subtopics, delegates web searches to subagents, and synthesizes findings into a cited summary. It creates a research plan, saves findings locally, and integrates insights with source URLs.

Synthesizing information from multiple web sources involves decomposing a topic into 2–5 subtopics, running parallel web searches, and integrating the findings. The process produces a structured report with facts, quotes, and source URL citations.

Subagent delegation for complex topic investigation works by assigning each subtopic to a parallel subagent that performs bounded web searches. Each subagent saves its findings, including facts and source URLs, to local markdown files for later synthesis.

Yes, you can compare information across multiple subjects by creating a structured research plan with distinct subtopics. The system delegates web searches per subtopic and synthesizes the findings into a well-cited summary for decision-making.

Automated web research relies on bounded web searches, which may identify limitations or gaps in the synthesized findings. The final report depends on available web sources and may not cover restricted or non-indexed information.

No, you do not need to manually organize findings. The system automatically creates a dedicated research folder, writes a research_plan.md, and saves subagent findings to specific local markdown files before synthesizing them into a final report.