AgentScope Java provides an agent-oriented programming framework for creating LLM-powered applications. It implements the ReAct (Reasoning-Acting) paradigm, enabling agents to autonomously plan and execute complex tasks. The framework includes comprehensive runtime intervention mechanisms such as safe interruption, graceful cancellation, and human-in-the-loop capabilities, along with tool calling and memory management features for building intelligent multi-agent systems.