gemini-websearch

Community

Cached, validated web searches with analytics.

Authord-oit
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill performs advanced web searches using Gemini CLI in headless mode, with intelligent caching, result validation, and analytics to improve research efficiency.

Core Features & Use Cases

  • Caching: MD5-keyed cache with TTL to minimize repeated queries.
  • Validation: Result quality scoring and relevance checks to filter low-quality results.
  • Analytics: Track latency, cache performance, and query quality for continuous improvement.
  • Content Extraction: Optional extraction of structured results from search responses.

Quick Start

Basic search: python .claude/skills/gemini-websearch/scripts/search.py "search for React 19 features"

Dependency Matrix

Required Modules

None required

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: gemini-websearch
Download link: https://github.com/d-oit/do-novelist-ai/archive/main.zip#gemini-websearch

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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