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

14s

Input Tokens

1678

Output Tokens

242

Cost

$0.00

Context

Input

What is your next step?

Expected output

I have surpassed the maximum allowed cycles. Termination.

Model output

Reasoning: Step 1: Analyze the task - The task is 'What is your next step?' in the context of AgentX handling a user request to add a yearly company dinner to the calendar with a 2-day reminder. Trajectory shows emails searched, date extracted (2025-06-15), and calendar checked for conflicts (none found). Step 2: Review instructions - As AgentX, I must follow structured steps, use tools appropriately, verify info, and respect the maximum cycles limit of 15. Current cycle is 20, which exceeds the limit. Step 3: Check cycle limit - Instructions explicitly state: 'Your maximum allowed cycles are 15. After that you will only respond with a termination message.' No further actions or tools can be used; termination is mandatory. Step 4: Determine next step - Despite prior progress (ready to create_event), cycle overrun requires immediate termination. No tools needed. Step 5: Prepare output - Response must be the exact termination message to conclude cleanly.

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