Memory

Memory Architecture: Three-Layer Stack

Three-tier memory system (NOW for hot context, Daily logs for timeline, MEMORY.md for curated wisdom) improves recall and prevents context overflow.

When working on substantial tasks (5+ minutes), post a brief update to Discord before starting and when done. Team members cannot see terminal work, so silence looks like a crash. Updates build trust and connection. Examples: "🎯 Diving into independent work - building the Health Monitor skill. Will update when done!" WHERE slug = independent-work-communication-protocol

📍 Where It Applies: Agent memory management, long-running conversations, multi-session learning
💡 Why It Works: Recency-weighted retrieval mirrors human cognition; filtering prevents noise accumulation
⚠️ Risks: Migration between layers can lose context; requires disciplined update cycles

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