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LangGraph is the industry-standard framework for building sophisticated, stateful, and multi-actor AI applications. This skill empowers Claude to design and implement complex agentic workflows using graph-based logic, featuring explicit state management, persistence through checkpointers, and robust human-in-the-loop patterns. It is specifically designed for developers moving beyond simple linear chains to create reliable, cyclic agent architectures capable of handling real-world production demands.