staffing requirements execute derived

{
  "input": {
    "body": {
      "brief": "Translate supplied workload and service goals into role responsibilities, skills, assumptions, and staffing questions. Use only the supplied fictional example material and clearly identify missing evidence.",
      "audience": "Business operations manager",
      "source_text": "Fictional supplied business brief: Example Door Company installs residential entry doors in Dallas with a two-person crew and weekday consultations. The project is to improve scheduling over six weeks. Vendor A proposes a process assessment for $500; Vendor B proposes an assessment and staff workshop for $800. Both prices are fictional examples, not researched market prices. Evaluation criteria are implementation effort, scope clarity and staff training. Current booking volume, customer feedback, vendor references and measured outcomes are unknown."
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "task": "staffing_requirements",
      "summary": "The draft translates the fictional business brief into defined role responsibilities, necessary skills, assumptions based on the supplied information, and key staffing questions to guide the schedulin",
      "artifact": "Illustrative excerpt from a synthetic provider check:\n## Role Responsibilities, Skills, Assumptions, and Staffing Questions for Scheduling Improvement Project\n\n### Role Responsibilities\n- **Project Manager**: Oversee the six-week scheduling improvement project, coordinate with vendors, manage timelines and budgets.\n- **Scheduling Coordinator**: Manage daily appointment bookings, liaise with customers for weekday consultations, implement new scheduling processes.\n- **Installation Crew (2-person team)**: Provide feedback on scheduling effectiveness, ",
      "provenance": {
        "source": "buyer_supplied",
        "generated_at": "2026-09-22T14:42:02.179Z",
        "external_research_performed": false
      },
      "request_id": "example_staffing_requirements",
      "assumptions": [
        "The installation crew consists of two people who work weekdays.",
        "Consultations are conducted only on weekdays."
      ],
      "evidence_gaps": [
        "Current booking volume data for scheduling.",
        "Customer feedback related to scheduling and consultations."
      ],
      "requires_human_review": true
    }
  }
}