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This skill provides a comprehensive framework for integrating large language model capabilities into backend applications through the z-ai-web-dev-sdk. It streamlines the creation of chatbots, AI assistants, and automated text generation systems by providing standardized implementation patterns for context management and system prompting. Whether you require a quick CLI-based query tool for automation or a complex SDK-driven conversation manager with persistent history and chain-of-thought reasoning, this skill ensures robust and scalable AI integration.