Tier 3 · Agent memory Agent memory · fetched 2026-07-02

openclaw_memory_supersystem

A neuroscience-inspired persistent memory system with three storage layers (working/long-term/archive), hybrid retrieval, automatic decay, and memory consolidation.

View source on GitHub

Key takeaways

01
Three-layer store with promotion/demotion between layers
02
Automatic decay plus scheduled consolidation keeps stores healthy

Flows built on this research

Memory & Context

Memory Consolidation and Pruning Schedule

Keep agent memory healthy over months: scheduled consolidation, decay, promotion between layers, and safe pruning.

4 steps · 60-90 minutes