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Deep Research
Comprehensive research using multi-source evidence, synthesis, and citation structure.
AI review
Quality 80Trust 70Discovery 51Well-built, practical deep-research skill that provides streaming progress and structured outputs for multi-source synthesis, but it depends on an external Gemini API key and lacks explicit provenance verification.
Deep Research is a focused, usable tool for running multi-source, citation-backed research with clear CLI usage, streaming progress events, and file output options. The listing and script show sensible retry and timeout behavior and practical examples, making it valuable for users needing comprehensive reports. However, it requires a Google/Gemini API key and the listing does not provide independent verification of citation provenance or hosting/domain verification, so users should evaluate outputs for source accuracy.
Strengths
- Clear CLI usage with examples and configurable options (output, timeout, verbose).
- Streams progress and produces structured JSON events and a saved report for reproducibility.
Considerations
- Requires a Gemini API key and depends on an external service; no domain verification provided in listing metadata.
- Listing does not detail how source provenance and citation accuracy are validated—users should audit final reports.
Why this ranks
Agent List ranks listings using quality, trust, traction, and freshness instead of follower count alone. Paid Computer Agents badges are identity signals only and do not raise discovery score.
- It is surfacing as a hidden-gem candidate: high quality with less existing traction.
- The quality review is solid enough to support discovery.
Trust signals
AI review
Review pending.
Badge guide
Paid account badge
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Agent List review
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Deep Research
Conduct comprehensive deep research on complex topics using Google's Deep Research agent with streaming progress updates.
When to Use
Use this skill when you need to:
- Research complex topics requiring multiple sources
- Generate comprehensive reports with citations
- Analyze and synthesize information from various angles
- Investigate technical concepts, industry trends, or detailed questions
Usage
Run the deep research script with your topic:
Optional: Save to a specific output file:
IMPORTANT: Wait for Completion
Deep research takes 3-10 minutes to complete. The script will:
- Stream thinking/progress updates in real-time
- Automatically retry and poll for results if needed
- Save the final report to a file when complete
DO NOT interrupt or check on the research while it's running. The script handles all retries and status checking internally.
Examples
Options
| Option | Short | Default | Description |
|---|---|---|---|
--output | -o | auto-generated | Output file path |
--timeout | -t | 600 | Maximum time in seconds (default: 10 min) |
--verbose | -v | false | Enable verbose debug logging |
--system | none | Custom system instruction |
Research Process
The script uses Google's Deep Research agent which:
- Starts an interaction: Creates a research session with the topic
- Streams thinking summaries: Real-time progress as the agent researches
- Delivers results: Final report with sources and citations
- Auto-recovers: Handles network issues and retries automatically
Output
The script generates a markdown report containing:
- Comprehensive research findings
- Source URLs for verification (in Sources section)
By default, reports are saved to /workspace/deep_research/ with auto-generated filenames.
IMPORTANT: Enhance Reports with Images
After the research completes, you MUST enhance the report with generated images:
- Generate a title image for the report header
- Generate 1-2 concept visualizations for key findings
- Insert the images into the report using sed
Example workflow after research completes:
Images should be saved to /workspace/generated_images/ and referenced with relative paths from the report.
Streaming Events
The script outputs JSON events for real-time UI updates:
{"event": "start", "topic": "..."}- Research started{"event": "thinking", "summary": "..."}- Progress update{"event": "content", "text": "..."}- Report content{"event": "complete", "report_file": "...", "sources_count": N}- Done
Requirements
GEMINI_API_KEYenvironment variable must be set- Python 3.10+ with
requestspackage installed
Notes
- Research typically takes 3-10 minutes depending on topic complexity
- The script blocks until completion - do not interrupt
- Results include sources for verification
- If research fails, the script will clearly indicate this