Workforce Optimize for SCADA Operations

This tool analyzes and optimizes workforce staffing for SCADA autonomous operations by interpreting the requested action, optional constraints JSON, and optional target role. Inputs: action (enum analyze, optimize, simulate) selects whether to perform diagnostics, optimization, or scenario simulation; constraints (JSON string with budget, headcount, shift limits, and other rules) is a payload to be parsed and treated as authoritative; target_role narrows the analysis to a specific role or job family. The worker must use only these inputs and payloads to produce results whose structure and field types strictly validate against the system-provided structured output schema (auto-produced and not supplied here), without adding extra fields or deviating from the schema.