Opper

Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

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Context

Input

USER INTERRUPTION: The user says, "Actually, never mind about the reminder — just make sure the company dinner is on my calendar."  What do you do to adapt your plan?

Expected output

I will revise the plan by removing the reminder step entirely, then proceed to: (1) search and read the relevant email to obtain the dinner date, (2) check for calendar conflicts, (3) create the event with calendar.create_event **without** the reminder_days_before parameter, and (4) inform the user of any conflicts and confirm the event has been added.  What matters is that the plan is explicitly updated and no reminder is scheduled.

Model output

Reasoning: The task initially involved setting a reminder for the yearly company dinner. However, the user has now clarified that they no longer want the reminder but wish to ensure the dinner is added to the calendar. To adapt, I need to first locate the email containing details about the company dinner. I will search through the user's emails for any information on the yearly company dinner to extract the event date. Once I have confirmed the date and details, I will proceed to add the event to the user's calendar using the 'create_event' action without setting any reminders since the user specifically retracted that request.

Response: I will execute a search in the user's emails using the 'search_emails' action with keywords like 'company dinner'. Once I retrieve the relevant email, I will read its content to find the exact date and details of the event. Subsequently, I'll create a new event in the user's calendar for the company dinner using the 'create_event' action. Since the user no longer wants a reminder, I will not set a reminder for the event.