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 provided an interruption, stating "Actually, never mind about the reminder — just make sure the company dinner is on my calendar." This modifies the initial request.

My current state, as per the `scratch_pad`, is that I have asked the user for the number of days in advance they would like the reminder and am waiting for their response. The user's new instruction explicitly cancels the reminder part of the request.

Therefore, I need to adapt my plan by:
1. Acknowledging the user's updated instruction to remove the reminder requirement.
2. Updating the `scratch_pad` to reflect that the 'Add the reminder as per user preference' goal is no longer valid.
3. The immediate next action, which was waiting for reminder preference, is now obsolete. I should proceed with the next logical step, which is to search emails to find the yearly company dinner date and details, as that is the primary remaining task.

Response: Understood. I will proceed to add the company dinner to your calendar and will not set a reminder. My next step will be to search your emails for the details of the yearly company dinner.