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    Provides a local-first persistent memory layer that AI coding agents can read and write during sessions, enabling semantic search and recall of project decisions, preferences, error patterns, research, and cross-project guidelines stored in local SQLite. It also exposes an optional task queue and orchestration tools for delegating autonomous coding work that reuses the same stored context.
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