tomevault-io Gemini Deep Research
Perform autonomous deep research using the gemini-deep-research CLI tool, which leverages Google's Gemini Deep Research API to synthesize information from multiple sources.
Usage
Execute research with the gemini-deep-research command:
gemini-deep-research research "Your detailed research query here"
Optional flags:
--verbose- Show detailed progress updates--poll-interval N- Check status every N seconds (default: 10)
IMPORTANT:
- This is a long-running operation that typically takes 3-10 minutes or longer depending on query complexity
- The tool saves the report to
/tmp/gemini-deep-research/<timestamp>/research.md - You MUST read this file after the command completes to access the research results
Workflow
- Run the
gemini-deep-research researchcommand with the user's query - Wait for the command to complete - This will take several minutes (typically 3-10+ minutes). Do not timeout or cancel the operation prematurely.
- Read the generated markdown file at the path printed by the tool
- Present the research findings to the user
Commands
research
Start a new research task:
gemini-deep-research research "What are the latest developments in quantum computing?"
gemini-deep-research research "Impact of AI on software development" --poll-interval 15
gemini-deep-research research "Future of renewable energy" --verbose
status
Check the status of a running or completed research task:
gemini-deep-research status <interaction-id>
fetch-results
Retrieve and save completed research results (useful if polling was interrupted):
gemini-deep-research fetch-results <interaction-id>
Example
User: "Research the history and architectural evolution of transformer models in NLP"
gemini-deep-research research "Research the history and architectural evolution of transformer models in NLP"
After completion, use the Read tool to access the research report at the path printed by the tool (e.g., /tmp/gemini-deep-research/2025-12-29T08-15-00/research.md).
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