Trace todo-3349fe83-a2bb-483b-a856-e6c08cccf3f0

Trace: todo-3349fe83-a2bb-483b-a856-e6c08cccf3f0

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Interaction Overview

Subject

Todo: Todo Item

User

N/A

Status

failed

Intent

TODO_ADD

Created

2026-04-22 06:08:18

AI Pipeline Trace (3 steps)

✅ todo_handler

Todo Processing Pipeline

2026-04-22 06:08:18 | processing

Todo Operations Parsing

2026-04-22 06:08:18 | llm_call

Execution Time: 2.51s

user_message:

{
  "raw_length": 14383,
  "extracted_command": "what is on my todo list right now?",
  "raw_message": "what is on my todo list right now?\r\n\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: Friday, April 17, 2026 2:43 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: send QANTM survey materials to client Your Todo List (10 items): Read Pierre's email on AI and SaaS and distribute to relevant clie",
  "extracted_length": 34
}

llm_response:

{
  "raw": {
    "result": [
      {
        "task_description": null,
        "item_numbers": [],
        "new_due_date": null,
        "confidence": 0.95,
        "reasoning": "User requested to view the current todo list.",
        "due_date": null,
        "due_date_raw": "",
        "operation": "query",
        "new_due_date_raw": "",
        "new_description": null
      }
    ],
    "prompt_length": 4814,
    "prompt_snippet": "You are an expert at analyzing user requests for todo list operations from email messages.\n\nUSER'S EMAIL:\nwhat is on my todo list right now?\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. speak to Rob about formal resignation (due before 5 May 2026)\n9. get back to Ahmet on Chemonics once we have a plan\n10. send QANTM survey materials to client\n\nCURRENT DATE: 2026-04-22\n\nYour task is to:\n1. Determine what todo operation(s) the user wants to perform\n2. Extract task details for ADD operations\n3. Identify item numbers for UP"
  }
}

Response:

{"operations_found": 1, "operations": [{"operation": "query", "confidence": 0.95, "reasoning": "User requested to view the current todo list."}]}

Todo Operations Execution

2026-04-22 06:08:21 | processing