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The Gemini skill enables Claude Code to leverage Google's Gemini LLMs directly from the command line for one-shot tasks. It allows users to perform quick queries, generate summaries, and produce JSON-formatted responses without entering an interactive loop. This skill is particularly useful for developers who need to cross-reference AI responses, utilize Gemini's specific capabilities alongside Claude, or automate multi-model workflows within their terminal environment.