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Enables MCP-compatible coding tools to start from one portable, locally stored work-identity layer, so preferences, quality standards, lessons, decisions, and project context carry across Claude Code, Codex, Cursor, Windsurf, and similar clients instead of being siloed per tool. Users keep that knowledge as inspectable JSON/Markdown files they can preview, approve, edit, or override, with no cloud account required.