Operate the JM Labs local admin dashboard and its repair surface. Use whenever the task mentions `dashboard.html`, `admin-app`, `dashboard-doctor.sh`, `dashboard-repair.sh`, the local mini app server, task admin views, filesystem inspection, or safe MCP/config visibility.
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