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cuba6112
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google-search

Integrate web search into AI applications with citation metadata.

Updated Aug 23, 2026
Search Tags:#api#web search#search#citations#grounding#operators
One-click install
npx skills add https://github.com/cuba6112/skillfactory --skill google-search-cuba6112
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: google-search
Source: https://github.com/cuba6112/skillfactory/tree/main/skills/google-search
Command: npx skills add https://github.com/cuba6112/skillfactory --skill google-search-cuba6112

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires google-api-python-client, google-generativeai, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables AI applications to access and integrate real-time information from the web, providing verifiable citations and improving the accuracy and timeliness of responses.

Core Features & Use Cases

  • Web Search Grounding: Integrates with search tools (like Gemini's google_search) to fetch current information.
  • API-based Search: Supports custom API implementations for more control.
  • Precise Targeting: Utilizes search operators (site:, -) to refine search results.
  • Use Case: When asked about a recent event like "Euro 2024 results," this skill can fetch the latest scores and provide direct links to news sources.

Quick Start

Use the google-search skill to find the current price of Bitcoin.

Frequently Asked Questions about google-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I integrate web search into AI applications for real-time information retrieval?▼

Web search grounding connects AI applications to real-time information retrieval using tools like Gemini's google_search or custom API implementations, fetching current data and mapping citation metadata for verifiable results.

Can I use search operators to refine API-based search results for specific sites?▼

Yes, API-based search supports precise targeting using search operators like site: and - to refine search results, allowing you to orchestrate precise queries and filter specific domains directly within your application.

Does the google-search skill work with the google-api-python-client for custom implementations?▼

Yes, it works with the google-api-python-client and google-generativeai dependencies to support custom API implementations, providing more control over search query orchestration than direct tool integration.

What is the best way to get verifiable citations from web search results in AI responses?▼

The best way to get verifiable citations is using web search grounding, which fetches real-time information and maps citation metadata, ensuring AI responses include direct links to verifiable news sources.

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