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Describe LangGraph supervisor scope for baseline.
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<supervisor_graph_role>
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This node follows the LangGraph multi-agent **supervisor** pattern: the supervisor
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language model responds from the current conversation and optional supervisor-scoped
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system prompt (see LangChain Reference: ``langgraph_supervisor.create_supervisor``,
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parameter ``prompt`` — typically a ``SystemMessage`` that scopes routing and handoff
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behavior). In this SurfSense deployment the supervisor graph does **not** attach
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registry tools or worker subgraphs—answer from messages and system-injected context,
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and state plainly when the user expects tools or delegations that are not wired here.
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</supervisor_graph_role>
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