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Implements neuroscience-inspired memory gating based on prediction error: - New smart_ingest MCP tool that auto-decides CREATE/UPDATE/SUPERSEDE - PredictionErrorGate evaluates semantic similarity vs existing memories - Automatically supersedes demoted memories with similar new content - Reinforces near-identical memories instead of creating duplicates - Adds promote_memory/demote_memory/request_feedback tools Thresholds: - >0.92 similarity = Reinforce existing - >0.75 similarity = Update/Merge - <0.75 similarity = Create new - Demoted + similar = Auto-supersede Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> |
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| tools | ||
| main.rs | ||
| server.rs | ||