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The AI Gateway skill enables developers to implement robust, multi-provider AI routing logic within the Cloodle platform. It simplifies the process of switching between local models like Ollama, cloud-based services like Anthropic, and open-source models via HuggingFace by providing standardized configuration patterns and environment variable management. This skill is essential for building resilient AI applications that require automated fallbacks, model-specific optimizations, or cost-balancing strategies across different LLM vendors.