Gemini Web Search
VerifiedUse Gemini CLI (@google/gemini-cli) to do web search / fact-finding and return a sourced summary. Use when the user asks “why did X happen today”, “what’s the latest news”, “search the web”, “find sources/links”, or any task requiring up-to-date info. Prefer this over other search tools when Gemini is available but slow; run it with a TTY, wait longer, and verify source quality.
Install
Claude Code
Add to .claude/skills/ About This Skill
# Gemini Web Search
Use Gemini CLI to search the web and produce a concise, sourced answer.
Quick workflow
- 1) Formulate a tight query
- Include: entity + ticker/name + date/time window + what you need (%, $, cause, quotes, links)
- Example: `PayPal (PYPL) fell Feb 4 2026: % change, $ change, main catalyst(s), 3 sources`
2) Run Gemini CLI with a TTY and long timeout Gemini CLI can hang or be slow without a pseudo-TTY.
- Preferred (OpenClaw tool call):
- Use `functions.exec` with `pty: true`
- Use `timeout` 300–600s (longer for heavy searches)
- Use `yieldMs` ~10000 then `process.poll` until completion
- Command template:
- `~/.npm-global/bin/gemini -p "<prompt>"`
- If `pty:true` still behaves poorly, use a pseudo-tty wrapper:
- `script -q -c "~/.npm-global/bin/gemini -p \"<prompt>\"" /dev/null`
- 3) Extract the answer in a structured way
- Return:
- The key numeric facts (e.g., % move, $ move, close/intraday)
- 2–4 bullets of the main catalyst(s)
- Links (always)
- 4) Quality control (mandatory)
- Prefer: company IR/SEC filing, Reuters, Bloomberg, WSJ/FT, CNBC, reputable outlets.
- Avoid relying on low-quality finance blogs/SEO sites.
- If sources conflict or look unreliable: say so and ask user for a screenshot/link, or re-run with a stricter prompt.
Prompts that work well
- Fast triage:
- `Search the web: <topic>. Give 3 bullets + 2 reputable links.`
- Market move:
- `Search the web: Why did <TICKER> move today (<date>)? Provide exact % and $ move (close + intraday if available) and the main catalyst(s). Cite sources with links.`
- Force better sources:
- `Search the web and prioritize Reuters/company IR/SEC filing. If you cannot find them, say so. Topic: <...>. Provide links.`
Failure modes & fixes
- Gemini prints “I will search…” then stalls
- - Wait longer (it can be slow).
- - Ensure TTY: run with `pty:true` or `script -q -c ... /dev/null`.
- Output has suspicious claims (e.g., odd CEO news)
- - Re-run with: “use Reuters/company IR/SEC filing only; otherwise say unknown”.
- - Cross-check with at least 2 independent reputable sources.
- Need numbers but sources don’t show them
- - Ask user for the quote/screenshot from their market data app and reconcile.
Local setup notes
- Gemini CLI binary: `~/.npm-global/bin/gemini`
- Auth: already completed by Jiajie (should work without re-login)
Use Cases
- Perform web searches using Gemini's grounding with Google Search
- Retrieve current web information to supplement Gemini model responses
- Fact-check AI model outputs against live web search results
- Research topics with Gemini providing AI-synthesized search summaries
- Build applications that combine AI reasoning with real-time web data
Pros & Cons
Pros
- + Google Search integration provides access to the world's largest web index
- + AI-synthesized results combine multiple sources into coherent answers
- + Grounding reduces hallucination by anchoring responses in search results
Cons
- - Requires Gemini API access with search grounding enabled
- - Only available on claude-code and openclaw platforms
- - Search-grounded responses may still contain inaccuracies from source material
Frequently Asked Questions
What does Gemini Web Search do?
Use Gemini CLI (@google/gemini-cli) to do web search / fact-finding and return a sourced summary. Use when the user asks “why did X happen today”, “what’s the latest news”, “search the web”, “find sources/links”, or any task requiring up-to-date info. Prefer this over other search tools when Gemini is available but slow; run it with a TTY, wait longer, and verify source quality.
What platforms support Gemini Web Search?
Gemini Web Search is available on Claude Code, OpenClaw.
What are the use cases for Gemini Web Search?
Perform web searches using Gemini's grounding with Google Search. Retrieve current web information to supplement Gemini model responses. Fact-check AI model outputs against live web search results.
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