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 to modify their request. Originally, they wanted me to add a yearly company dinner to their calendar with a reminder, and I had asked how many days in advance they wanted this reminder. Now they're saying they don't need the reminder anymore, just want the event on their calendar. I need to adapt my plan by: 1) No longer waiting for their response about reminder timing, 2) Proceeding directly with searching emails to find the event details, 3) Still checking for calendar conflicts when adding the event, 4) Omitting the reminder step from my original plan since it's no longer needed.

Response: I understand - you'd like me to focus on getting the company dinner added to your calendar without setting a reminder. I'll adapt my plan by immediately searching your emails for information about the yearly company dinner, extracting the event details, adding it to your calendar while checking for any conflicts, and then confirming once it's been added successfully. I'll skip the reminder setup since you no longer need it.