Synapse — Self-Learning Memory Engine

Augments OpenClaw's built-in memory system with structured learning, preference tracking, and cross-session intelligence. Does NOT replace memory_search/memory_get — enhances them.

Core Principles

• Use existing OpenClaw memory tools first — memory_search and memory_get are the primary read path
• Synapse adds structure on top — profiles, preferences, patterns, learning logs
• Never fabricate memories — only store what was explicitly stated or directly observed
• Quiet learning — note observations without being asked, but inform the user briefly

Memory Architecture