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 user has interrupted the current flow by retracting the request for a reminder but still wants the company dinner event to be added to their calendar. Currently, I am waiting for the user to specify the number of days before the event to set the reminder. Since the user no longer wants a reminder, I should cancel that step and proceed only with adding the event to the calendar. However, I still need to find the date of the company dinner by searching the user's emails, extract the event details, check for calendar conflicts, and add the event to the calendar without setting a reminder. I will skip asking about the reminder days and move ahead with searching for the event date and details. This approach respects the user's updated request and efficiently adapts the original plan to the new instruction.

Response: I will acknowledge the user's update that they no longer want a reminder and proceed to add the company dinner event to the calendar without any reminder. I will skip asking about reminder days, search the user's emails to find the date and details of the company dinner, check for conflicts, and then add the event to the calendar accordingly.