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Memory Lifecycle Management — consolidation, decay, compaction, archival.
Runs automatically on knowledge stores to keep memory healthy:
- Confidence decay over time
- Semantic consolidation of similar facts
- Compaction when limits are exceeded
- Archival of old/unused facts