{
  "raw_length": 5962,
  "extracted_command": "please remove items 8 and 9 and add a new item: get back to Ahmet on Chemonics once we have a plan",
  "raw_message": "please remove items 8 and 9 and add a new item: get back to Ahmet on Chemonics once we have a plan\r\n\r\n\r\nMark Blackwell\r\nPartner\r\n\r\n +61 438 410 500 (mobile)\r\n\r\n________________________________\r\nFrom: ReplyZone Todo \r\nSent: Wednesday, April 15, 2026 3:45 PM\r\nTo: Mark Blackwell \r\nSubject: Re: Fw: Robert O'Donnell\r\n\r\n\u2705 Todo Added Successfully I've added this item to your todo list: speak to Rob about formal resignation (before 5 May 2026) Your Tod",
  "extracted_length": 98
}

{
  "raw": {
    "result": [
      {
        "task_description": null,
        "item_numbers": [
          8,
          9
        ],
        "new_due_date": null,
        "confidence": 0.95,
        "reasoning": "User requested to delete items 8 and 9 from the current todo list.",
        "due_date": null,
        "due_date_raw": "",
        "operation": "delete",
        "new_due_date_raw": "",
        "new_description": null
      },
      {
        "task_description": "get back to Ahmet on Chemonics once we have a plan",
        "item_numbers": [],
        "new_due_date": null,
        "confidence": 0.95,
        "reasoning": "User requested to add a new task to the todo list.",
        "due_date": null,
        "due_date_raw": "",
        "operation": "add",
        "new_due_date_raw": "",
        "new_description": null
      }
    ],
    "prompt_length": 4858,
    "prompt_snippet": "You are an expert at analyzing user requests for todo list operations from email messages.\n\nUSER'S EMAIL:\nplease remove items 8 and 9 and add a new item: get back to Ahmet on Chemonics once we have a plan\n\nCURRENT TODO LIST (pending items only):\n1. Read Pierre's email on AI and SaaS and distribute to relevant clients (QPE, FiveV, Pemba)\n2. send Nick S some thoughts about opportunities to work together on improvements\n3. call Louise about Bastion VDD\n4. Design a client breakfast on AI in software\n5. contact Josh about setting up a call with Solstice\n6. follow up on Veridapt with Pemba\n7. think about people to attend an AI in SaaS breakfast (Will W, Peter E and/or Simon P, Elliot W, Mark B or another from Pemba...)\n8. finalise Softcom VDD proposal\n9. create a QANTM update slide for Gerard\n10. speak to Rob about formal resignation (due before 5 May 2026)\n\nCURRENT DATE: 2026-04-17\n\nYour task is to:\n1. Determine what todo operation(s) the user wants to perform\n2. Extract task details for AD"
  }
}