genpark-episodic-memory-temporal-decay-manager-skill
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Ebbinghaus forgetting curve memory decay with access recency, frequency weighting, and consolidation
README.md
genpark-episodic-memory-temporal-decay-manager-skill
Agent Skill implementing Ebbinghaus Forgetting Curves & Temporal Memory Consolidation in 100% Python standard library.
Architectural Flow
flowchart TD
Memory["Stored Memory Trace"] --> Curve["Ebbinghaus Retention: R = exp(-lambda * delta_t) * I * log(1 + N)"]
Clock["Time Elapsed (delta_t)"] --> Curve
Access["Access Frequency (N)"] --> Curve
Importance["Initial Importance (I)"] --> Curve
Curve --> Threshold{"Retention >= Threshold?"}
Threshold -->|Yes| Retain["Active Episodic Memory Pool"]
Threshold -->|No| Pruned["Consolidated / Pruned to Inactive"]
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