sentiment analysis execute derived

{
  "input": {
    "body": {
      "brief": "Analyze supplied customer-feedback text by topic and expressed sentiment; do not infer personal traits. Use only the supplied fictional example material and clearly identify missing evidence.",
      "audience": "Business operations manager",
      "source_text": "Fictional source document, section 1: Example Door Company provides residential entry door installation in Dallas. Consultations are available Monday through Friday. Section 2: The operations manager owns consultation scheduling; the installation crew confirms measurements before a final quote. Section 3: The next meeting will review appointment delays; current delay rates and a final project budget have not been supplied. Action: the operations manager will bring scheduling notes to the meeting."
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "task": "sentiment_analysis",
      "summary": "The feedback details operational procedures for residential door installation, focusing on consultation scheduling and measurement confirmation. A concern about appointment delays is noted, with a mee",
      "artifact": "Illustrative excerpt from a synthetic provider check:\n## Customer Feedback Analysis by Topic and Sentiment\n\n### Topics Identified\n1. **Service Offering**\n   - Residential entry door installation in Dallas.\n   - Consultations available Monday through Friday.\n\n2. **Operations and Scheduling**\n   - Consultation scheduling managed by the operations manager.\n   - Installation crew confirms measurements prior to final quoting.\n\n3. **Project Management and Delays**\n   - Upcoming meeting to review appointment delays.\n   - Current delay rates and final proj",
      "provenance": {
        "source": "buyer_supplied",
        "generated_at": "2026-09-22T14:42:36.270Z",
        "external_research_performed": false
      },
      "request_id": "example_sentiment_analysis",
      "assumptions": [
        "The operations manager has access to detailed scheduling notes relevant to appointment delays.",
        "Appointment delays are significant enough to warrant a dedicated meeting."
      ],
      "evidence_gaps": [
        "Quantitative data on current appointment delay rates.",
        "Final project budget figures."
      ],
      "requires_human_review": true
    }
  }
}