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
13s
Input Tokens
1437
Output Tokens
699
Cost
$0.00
Context
Input
What is your next step?
Expected output
I have surpassed the maximum allowed cycles. Termination.
Model output
Reasoning: I read the task and context. The user requested adding the yearly company dinner to their calendar with a reminder 2 days before. The trajectory shows the agent already searched email, identified the correct email, extracted the event date (2025-06-15), and verified no calendar conflicts. Available tools include email and calendar for finalizing the event. However, the agent instructions state a hard limit of 15 cycles. The context shows current_cycle = 20, which exceeds the allowed maximum. Per the instructions, when the maximum number of cycles is exceeded the agent must stop and return a termination message rather than performing further actions. Therefore I cannot proceed with creating the calendar event in this session.

Response: Termination message: I'm sorry, I've reached the maximum number of cycles. Please try again later.