Trace todo-905bd7cc-3f0a-497b-8274-fceb3f224b11

Trace: todo-905bd7cc-3f0a-497b-8274-fceb3f224b11

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Interaction Overview

Subject

Todo: Todo Item

User

N/A

Status

failed

Intent

TODO_ADD

Created

2026-04-17 04:43:26

AI Pipeline Trace (3 steps)

✅ todo_handler

Todo Processing Pipeline

2026-04-17 04:43:26 | processing

Todo Operations Parsing

2026-04-17 04:43:26 | llm_call

Execution Time: 3.66s

user_message:

{
  "raw_length": 10218,
  "extracted_command": "add one more: send QANTM survey materials to client",
  "raw_message": "add one more: send QANTM survey materials to client\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 1:41 PM\r\nTo: Mark Blackwell \r\nSubject: Re: Fw: Robert O'Donnell\r\n\r\n\u2705 Todo Operations Completed Successful: \u2705 Deleted: create a QANTM update slide for Gerard \u2705 Deleted: finalise Softcom VDD proposal \u2705 Added: get back to Ahmet on Chemonics once we hav",
  "extracted_length": 51
}

llm_response:

{
"raw": {
"result": [
{
"task_description": "send QANTM survey materials to client",
"item_numbers": [],
"new_due_date": null,
"confidence": 0.95,
"reasoning": "The user wants to add a new task to send QANTM survey materials to a client.",
"due_date": null,
"due_date_raw": "",
"operation": "add",
"new_description": null
}
],
"prompt_length": 4787,
"prompt_snippet": "You are an expert at analyzing user requests for todo list operations from email messages.\n\nUSER'S EMAIL:\nadd one more: send QANTM survey materials to client\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\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 ADD operations\n3. Identify item numbers for UPDATE/COMPLETE/DELETE oper"
}
}

Response:

{"operations_found": 1, "operations": [{"operation": "add", "confidence": 0.95, "reasoning": "The user wants to add a new task to send QANTM survey materials to a client."}]}

Todo Operations Execution

2026-04-17 04:43:30 | processing