gemini-deep-research

✓Verified·Scanned 2/17/2026

This skill provides a Gemini Deep Research client that runs scripts/deep_research.py to submit queries to https://generativelanguage.googleapis.com/v1beta/interactions and saves results to timestamped deep-research-*.md and deep-research-*.json files. It reads GEMINI_API_KEY (or --api-key) and performs outbound network requests.

from clawhub.ai·v6e07e8f·7.8 KB·0 installs
Scanned from 1.0.0 at 6e07e8f · Transparency log ↗
$ vett add clawhub.ai/arun-8687/gemini-deep-research

Gemini Deep Research

Use Gemini's Deep Research Agent to perform complex, long-running context gathering and synthesis tasks.

Prerequisites

  • GEMINI_API_KEY environment variable (from Google AI Studio)
  • Note: This does NOT work with Antigravity OAuth tokens. Requires a direct Gemini API key.

How It Works

Deep Research is an agent that:

  1. Breaks down complex queries into sub-questions
  2. Searches the web systematically
  3. Synthesizes findings into comprehensive reports
  4. Provides streaming progress updates

Usage

Basic Research

scripts/deep_research.py --query "Research the history of Google TPUs"

Custom Output Format

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"

With File Search (optional)

scripts/deep_research.py --query "Compare our 2025 fiscal year report against current public web news" \
  --file-search-store "fileSearchStores/my-store-name"

Stream Progress

scripts/deep_research.py --query "Your research topic" --stream

Output

The script saves results to timestamped files:

  • deep-research-YYYY-MM-DD-HH-MM-SS.md - Final report in markdown
  • deep-research-YYYY-MM-DD-HH-MM-SS.json - Full interaction metadata

API Details

  • Endpoint: https://generativelanguage.googleapis.com/v1beta/interactions
  • Agent: deep-research-pro-preview-12-2025
  • Auth: x-goog-api-key header (NOT OAuth Bearer token)

Limitations

  • Requires Gemini API key (get from Google AI Studio)
  • Does NOT work with Antigravity OAuth authentication
  • Long-running tasks (minutes to hours depending on complexity)
  • May incur API costs depending on your quota