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    maintenance
    Provides a local-first, user-owned AI work identity layer that stores preferences, quality bars, lessons, decisions, and project context in inspectable JSON/Markdown files on your machine, so multiple MCP-compatible coding tools start from the same approved context. It enables reviewing, editing, overriding, and previewing exactly what any AI caller receives before anything is sent.
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