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    Enables AI coding agents to store, search, and recall persistent project-scoped and cross-project context — decisions, preferences, error patterns, file notes, and guidelines — using local SQLite with semantic or keyword search and no external API calls. An optional companion task server in the same package lets agents pick up queued work and execute it autonomously using that accumulated memory.
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