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The Gemini CLI Documentation skill acts as a comprehensive local librarian for all Gemini CLI references and guides. It automates the entire documentation lifecycle, from scraping official content via llms.txt to maintaining a searchable metadata index with hash-based drift detection. By enabling natural language queries and extracting precise markdown subsections, it ensures developers can find exactly what they need while minimizing token consumption during LLM interactions. It is an essential tool for maintaining a synchronized, offline-accessible, and highly searchable knowledge base for the Google Gemini ecosystem.