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Gives AI coding agents persistent, local-first memory so they can store and recall decisions, preferences, error patterns, and cross-project guidelines, retrieving relevant context by semantic search without external API calls. It also optionally exposes an autonomous task queue that reads the same memory to execute and track queued work.