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Five high-impact improvements to the memory system: 1. Min RRF score threshold on auto-recall (default 0.25) — filters low-relevance results before injecting into context 2. Deduplicate auto-recall against core memories already present in context 3. Capture assistant messages (decisions, recommendations, synthesized facts) with stricter attention gating and "auto-capture-assistant" source type 4. LLM-judged importance scoring at capture time (0.1-1.0) with 5s timeout fallback to 0.5, replacing the flat 0.5 default 5. Conflict detection in sleep cycle (Phase 1b) — finds contradictory memories sharing entities, uses LLM to resolve, invalidates the loser Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>