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.

Duration

Input Tokens

1819

Output Tokens

230

Cost

$0.00

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 previous flow by canceling the reminder request and instructing to just add the company dinner to the calendar. From the context, the original plan involved asking for reminder days (which was the current step), then searching emails for details, extracting the date, adding the event, and setting the reminder. Now, I need to adapt by skipping the reminder setup entirely. Updated plan: Proceed directly to search emails for the company dinner information to extract the event date and details, then use the calendar tool to create the event without specifying reminder_days_before (assuming the tool allows it to be optional). After adding, check for conflicts using read_calendar if needed. No need to ask the user for reminder preferences anymore. Keep the scratch pad updated with this adaptation. If email search yields the date, proceed; if not, ask user for details.

Response: Understood, I've noted that you don't need the reminder. I'll go ahead and search your emails for the company dinner details to add it to your calendar right away. One moment while I retrieve the information.