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.

100
Duration
10s
Input Tokens
1619
Output Tokens
682
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: 1. Recognize the user's updated request to skip setting a reminder and prioritize calendar creation.
2. Cancel pending reminder-day query and remove related steps from the workflow.
3. Immediately execute the core requirement: Find company dinner details in emails using search_emails with queries like "yearly company dinner" and date filters.
4. Validate retrieved email content through keyword matching (date, location, time).
5. Cross-check calendar using read_calendar to verify event doesn't already exist and check for scheduling conflicts.
6. Proceed with create_event action once all validations pass, omitting the reminder_days_before parameter per new instructions.
7. Maintain error-checking protocols for email parsing and calendar operations.

Response: Action sequence initiated:
1. [ACTION] email.search_emails {"query": "yearly company dinner"}
2. [VALIDATE] Check results for email containing exact date
3. [ACTION] calendar.create_event with extracted date once confirmed
4. [NOTIFY] Send confirmation: "Company dinner successfully added to your calendar for [DATE]"