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

1630

Output Tokens

327

Cost

$0.01

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 explicitly changed their request: they no longer want a reminder and only want the company dinner added to their calendar. I should immediately update the active plan to remove the reminder-related question and steps, acknowledge the change, and continue with the remaining objective. Since the event date is still unknown, the next correct action is to search emails for the company dinner details, extract/validate the date, then create the calendar event without a reminder. I should still perform conflict checking before finalizing, per instructions.

Response: Plan adaptation:
1) Cancel the pending reminder clarification step (the user said “never mind about the reminder”).
2) Update goals to only: find company dinner details and add the event to calendar.
3) Proceed to email lookup for the dinner info:
   - Use `email.search_emails` with a query like “yearly company dinner”.
   - Use `email.read_email` on the best match to extract the event date (and time/location if available).
4) Validate the extracted date/time.
5) Check for conflicts around that date/time using `calendar.read_calendar`.
6) Create the event using `calendar.create_event` with no `reminder_days_before` field.
7) Report completion to the user and mention any conflicts if found.

What I’d say to the user now:
“Got it — I’ll skip the reminder and just add the company dinner to your calendar. I’ll pull the date from your email now and proceed.”