This project implements a background system for extracting and saving persistent memories from user conversations without interrupting the main chat flow. It uses a Forked Agent Execution model to analyze only new messages tracked by an Incremental Context Cursor. The system ensures safety and consistency by operating within strict Scoped Tool Permissions and using Closure-Based State Management to isolate its execution environment.
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