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

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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 original plan by stating they no longer want the reminder but still want the company dinner added to their calendar. Here is the adapted plan:

1. **Cancel the current step**: The agent was waiting for the user's input on the reminder days. Since the reminder is no longer needed, this step is now obsolete.
2. **Update the plan**: Remove all tasks related to setting the reminder from the remaining goals.
3. **Proceed with the next steps**: Focus on searching the user's emails to find the company dinner date and extracting the event details.
4. **Add the event to the calendar**: Use the calendar tool to create the event without setting a reminder.
5. **Check for conflicts**: Ensure there are no scheduling conflicts with existing events.
6. **Notify the user**: Inform the user once the event is successfully added to the calendar.

This plan ensures the user's updated request is handled efficiently while adhering to the instructions and remaining goals.

Response: I will adapt the plan by canceling the reminder-related tasks and focusing on adding the company dinner to your calendar. I will now search your emails to find the event details and proceed with scheduling the event.