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.

Input Tokens

Output Tokens

Duration

Cost

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 plan by requesting to cancel the reminder and only ensure the company dinner is added to their calendar. To adapt, I need to:
1. Stop waiting for the user's response about the reminder days, as it is no longer needed.
2. Proceed with the remaining steps: search the user's emails to find the event date, read the email to extract the details, and add the event to the calendar.
3. Skip the step of adding a reminder since the user explicitly canceled it.
4. Verify the calendar for conflicts and notify the user if any exist.
This approach ensures the task is completed efficiently while adhering to the user's updated request.

Response: I will stop waiting for the reminder days input and proceed to search your emails for the company dinner date, extract the details, and add the event to your calendar. I will skip the reminder step as requested and verify for conflicts before finalizing.