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Google Search

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Google web search via Gemini Search Grounding (primary) and Custom Search JSON API (fallback). Use for: (1) Synthesized answers with citations (grounded sear...

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About This Skill

# Google Search 🔍

Google web search powered by Gemini 2.5 Flash with Search Grounding + Custom Search API.

⭐ This is the PRIMARY web search tool. Prefer over built-in `web_search` (Perplexity).

Requirements

  • `GOOGLE_API_KEY` environment variable
  • Enable in Google Cloud Console: Gemini API, Custom Search JSON API

Configuration

| Env Variable | Default | Description | |---|---|---| | `GOOGLE_API_KEY` | — | Required. Google API key | | `GOOGLE_CSE_CX` | — | Custom Search Engine ID (required for raw/image modes) | | `GOOGLE_SEARCH_LANG` | `he` | Default language code (he, en, ar, ja, etc.) | | `GOOGLE_SEARCH_COUNTRY` | `IL` | Default country code (IL, US, DE, etc.) |

Set in OpenClaw config: ```json { "env": { "GOOGLE_API_KEY": "AIza...", "GOOGLE_SEARCH_LANG": "he", "GOOGLE_SEARCH_COUNTRY": "IL" } } ```

Script Location

```bash python3 skills/google-search/lib/google_search.py <mode> "query" [options] ```

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Output Modes

  • Text mode (default): Best for most use cases. Clean readable output with answer, sources, and search queries.
  • JSON mode (`--json`): For programmatic processing. Includes confidence scores, grounding supports, and search queries.

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Modes

search — Grounded Search (Default, Recommended)

Gemini 2.0 Flash + Google Search tool → synthesized answer with numbered citations.

```bash python3 lib/google_search.py search "query" [--lang he] [--country IL] [--json] ```

When to use: Questions, current events, "what is X", Hebrew queries, anything needing a direct answer.

Examples: ```bash # Hebrew (default) python3 lib/google_search.py search "מזג אוויר תל אביב"

# English override python3 lib/google_search.py search "latest AI news" --lang en --country US

# JSON output python3 lib/google_search.py search "OpenAI GPT-5 release date" --json ```

Output format: ``` <Synthesized answer text>

Sources: 1. Source Title https://example.com/article 2. Another Source https://example.com/other ```

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raw — Raw Search Results

Custom Search JSON API → links with titles and snippets.

```bash python3 lib/google_search.py raw "query" [-n 5] [--lang he] [--country IL] [--json] ```

When to use: Need actual URLs, research, building reference lists, when you want links not answers.

Examples: ```bash python3 lib/google_search.py raw "python asyncio tutorial" -n 5 python3 lib/google_search.py raw "best restaurants tel aviv" --json python3 lib/google_search.py raw "rust vs go performance" -n 3 --lang en ```

  1. Output format:
  2. ```
  3. Page Title
  4. https://example.com/page
  5. Brief snippet from the page...
  1. Another Page
  2. https://example.com/other
  3. Another snippet...
  4. ```

---

image — Image Search

Custom Search image search → image URLs with titles.

```bash python3 lib/google_search.py image "query" [-n 5] [--lang he] [--country IL] [--json] ```

When to use: Finding images, visual references, thumbnails.

Examples: ```bash python3 lib/google_search.py image "aurora borealis" -n 5 python3 lib/google_search.py image "תל אביב חוף" --json ```

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Options Reference

| Option | Applies To | Description | Default | |---|---|---|---| | `--lang CODE` | all | Language code (he, en, ar, ja…) | env `GOOGLE_SEARCH_LANG` (he) | | `--country CODE` | all | Country code (IL, US, DE…) | env `GOOGLE_SEARCH_COUNTRY` (IL) | | `-n NUM` | raw, image | Number of results (1–10) | 10 | | `--json` | all | Structured JSON output | off |

Language resolution order: `--lang` flag → `GOOGLE_SEARCH_LANG` env → None (auto) Country resolution order: `--country` flag → `GOOGLE_SEARCH_COUNTRY` env → None (auto)

---

Error Handling

  • Missing API key: Clear error message with setup instructions.
  • 429 Rate Limit: Automatic retry once after 5-second wait.
  • Network errors: Descriptive error with cause.
  • No results: Clean "No results found." message.
  • Timeout: 30-second timeout on all HTTP requests.

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Quota & Rate Limits

| API | Free Tier | Rate Limit | |---|---|---| | Gemini API (grounded search) | Generous free tier | ~15 RPM (free), higher on paid | | Custom Search JSON API (raw/image) | 100 queries/day | 10K queries/day (paid) |

On 429 errors: Script retries once automatically. If quota exhausted, fall back to built-in `web_search` (Perplexity).

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Multilingual Support

Works with queries in any language. Hebrew is the default:

```bash # Hebrew (default, no flags needed) python3 lib/google_search.py search "חדשות טכנולוגיה"

# English python3 lib/google_search.py search "technology news" --lang en

# Arabic python3 lib/google_search.py search "أخبار التكنولوجيا" --lang ar ```

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Install

```bash bash skills/google-search/install.sh ```

Use Cases

  • Ground LLM responses with real-time Google search results for accuracy
  • Augment AI-generated content with current web data and citations
  • Verify factual claims by cross-referencing with live search results
  • Build research workflows that combine AI reasoning with web search evidence
  • Reduce hallucination in AI outputs by anchoring responses to search data

Pros & Cons

Pros

  • +Compatible with multiple platforms including claude-code, openclaw
  • +Well-documented with detailed usage instructions and examples
  • +Strong adoption with a large number of downloads and active users

Cons

  • -No built-in analytics or usage metrics dashboard
  • -Configuration may require familiarity with ai & machine learning concepts

FAQ

What does Google Search do?
Google web search via Gemini Search Grounding (primary) and Custom Search JSON API (fallback). Use for: (1) Synthesized answers with citations (grounded sear...
What platforms support Google Search?
Google Search is available on Claude Code, OpenClaw.
What are the use cases for Google Search?
Ground LLM responses with real-time Google search results for accuracy. Augment AI-generated content with current web data and citations. Verify factual claims by cross-referencing with live search results.

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