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Agent Memory
Tier 3
openclaw_memory_supersystem
Summary
A neuroscience-inspired persistent memory system with three storage layers (working/long-term/archive), hybrid retrieval, automatic decay, and memory consolidation.
Key Takeaways
- Three-layer store with promotion/demotion between layers
- Automatic decay plus scheduled consolidation keeps stores healthy
Reliability Note
Community project (original text in Chinese); mine the layered decay/consolidation design.
Flows informed by this source
1Memory & Context
Memory Consolidation and Pruning Schedule
Keep agent memory healthy over months: scheduled consolidation, decay, promotion between layers, and safe pruning.
01Split memory into layers
02Implement the consolidation run
03Add decay scoring and safe pruning
+1 more steps to Done
Best forbuilders who have shipped a basic app before
4 steps60-90 minutesIntermediate