F
licenseNot graded
qualityA
maintenanceEnables MCP-compatible coding tools to start from one local, user-owned layer of identity, preferences, lessons, decisions, and project context, so knowledge follows you across tools instead of being trapped in a single client. AI-proposed knowledge stays inspectable and reversible: you can preview exactly what any caller receives, approve or gate writes, edit, and override it.
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