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: Reasoning: The user requested to drop the reminder and ensure the company dinner is on their calendar. I will adapt by removing reminder-related steps, locating the dinner date from emails, then creating a calendar event named 'Company Dinner' on that date. I will check for conflicts before adding the event and will not set any reminder unless the user later requests one. If any critical detail (date/time/location) is missing or ambiguous, I will ask for input.

Response: Adapted plan: 1) Omit reminder steps. 2) Search emails for the yearly company dinner to determine the exact date. 3) Read the relevant email to confirm date, time, and location. 4) Create a calendar event named 'Company Dinner' on the identified date (no reminder unless the user specifies). 5) Check for calendar conflicts on that date; if conflicts exist, propose options (e.g., reschedule or keep as is and note the conflict). 6) Confirm back to you once the event is added with the confirmed details. 7) If the dinner date cannot be found or details are missing, ask you for confirmation or the needed details via the user input tool.