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Perform complex, long-running research tasks using Gemini Deep Research Agent.
Passed 20 of 22 test cases with the skill, and 9 of 22 without it.
and 11 more in the full report
12 fixed10 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Provide the CLI command for scripts/deep_research.py to research global semiconductor foundry capacity with a custom 2-part structure ('1. Highlights\n2. Fab Locations') while streaming progress.
| Checked | Without skill | With skill |
|---|---|---|
| Includes scripts/deep_research.py with --query. | Passed | Passed |
| Uses --format for the custom structure. | Missed | Passed |
| Includes the --stream flag. | Passed | Passed |
The instructions your model reads when the skill loads.
Use Gemini's Deep Research Agent to perform complex, long-running context gathering and synthesis tasks.
GEMINI_API_KEY environment variable (from Google AI Studio)Deep Research is an agent that:
scripts/deep_research.py --query "Research the history of Google TPUs"
scripts/deep_research.py --query "Research the competitive landscape of EV batteries" \
--format "1. Executive Summary\n2. Key Players (include data table)\n3. Supply Chain Risks"
scripts/deep_research.py --query "Compare our 2025 fiscal year report against current public web news" \
--file-search-store "fileSearchStores/my-store-name"
test cases passed, vs 9 / 22 without
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