AutoContextHook

Hook for automatically registering AutoContextMemory integration with ReActAgent.

This hook automatically performs the following setup when a ReActAgent with AutoContextMemory is first called:

• Registers ContextOffloadTool to the agent's toolkit

• Attaches the agent's PlanNotebook to AutoContextMemory (if available)

Additionally, this hook handles PreReasoningEvent to trigger memory compression before LLM reasoning. This ensures compression happens at a deterministic point in the execution flow, and the compressed messages are used for reasoning.

This hook ensures that AutoContextMemory is properly integrated with the agent without requiring manual setup steps. It uses an internal flag to ensure setup is only performed once, even if the hook is called multiple times.

Usage Example:

`AutoContextMemory memory = new AutoContextMemory(autoContextConfig, model);

AutoContextHook hook = new AutoContextHook();

ReActAgent agent = ReActAgent.builder()
.name("Assistant")
.model(model)
.memory(memory)
.hook(hook) // Register the hook
.enablePlan()
.toolkit(toolkit)
.build();

// The hook will automatically:
// 1. Register ContextOffloadTool when agent is first called
// 2. Attach PlanNotebook to AutoContextMemory if available
// 3. Trigger compression before each LLM reasoning call
`

Priority: This hook has high priority (50) to ensure setup occurs early in the event chain, before other hooks process the event.