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 changed the request: they no longer want a reminder for the company dinner, only to ensure the event is on their calendar. I therefore need to adjust the original plan by: 1) ignoring the pending reminder‑days question we asked earlier, and 2) proceeding directly to locate the event date, create the calendar entry, and verify there are no conflicts. The steps now are: • Use the email tool to search for the yearly company dinner information. • Read the most relevant email to extract the event date and any details. • Create a calendar event titled "Company Dinner" on the extracted date. • Do **not** set any reminder (since the user explicitly said they don’t want one). • Check for any calendar conflicts; if any exist, inform the user. • Once the event is created, confirm the completion to the user. I will now execute the first step of searching the user’s email for the relevant information, then continue as outlined.

Response: Got it! I’ll skip the reminder and focus on adding the company dinner to your calendar. I’ll search your emails now to find the event date, add the event (without a reminder), check for any conflicts, and let you know once it’s all set.