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Skills gemini-deep-research

Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market research, or comprehensive technical investigations that benefit from systematic web search and analysis.

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/arun-8687/gemini-deep-research" ~/.claude/skills/clawdbot-skills-gemini-deep-research && rm -rf "$T"
manifest: skills/arun-8687/gemini-deep-research/SKILL.md
source content

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