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 task flow and updated their request. Initially, they asked to add the yearly company dinner to their calendar and set a reminder some days in advance. I had already initiated step two by requesting the number of days in advance for the reminder. However, the user now clarifies that they no longer want the reminder — only the event added to their calendar. This changes the scope of the task: I can skip asking for reminder preferences and proceed directly to finding the event details via email, then creating the calendar event without a reminder. My updated plan is: (1) search emails for 'yearly company dinner' to find the date, (2) extract the event details, (3) check the calendar for conflicts, (4) create the event without a reminder, and (5) confirm completion to the user. Since the reminder is no longer required, that step is dropped from the plan.

Response: I will now search your emails for the yearly company dinner details and add the event to your calendar without a reminder, as per your updated request.