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

1691

Output Tokens

833

Cost

$0.00

Context

Input

What is your next step?

Expected output

I have surpassed the maximum allowed cycles. Termination.

Model output

Reasoning: The user requested to add the 'yearly company dinner' to the calendar and set a reminder 'a couple days before'.

1.  **Review Trajectory:** The agent has successfully identified the event date (2025-06-15) and confirmed there are no calendar conflicts.
2.  **Identify Missing Action:** The final step is to create the event in the calendar with the specified date and reminder.
3.  **Determine Parameters:** 
    *   Event Name: 'Yearly Company Dinner' (Based on user request).
    *   Date: '2025-06-15' (Extracted from email).
    *   Reminder: 'A couple days before' is interpreted as 2 days before (`reminder_days_before: 2`).
4.  **Formulate Next Step:** Use the `calendar:create_event` tool to finalize the task.

Response: {
  "tool": "calendar",
  "action": "create_event",
  "parameters": {
    "event_name": "Yearly Company Dinner",
    "date": "2025-06-15",
    "reminder_days_before": 2
  }
}