Opper

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.

Agents – anthropic/claude-3.7-sonnet Task | Opper AI

Input Tokens

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Output Tokens

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Context

Input

What is your next step?

Expected output

I have surpassed the maximum allowed cycles. Termination.

Model output

Reasoning: Let me analyze the current situation:

1. The user requested that I add the yearly company dinner to their calendar with a reminder a few days before.
2. I've already searched emails and found the event date: 2025-06-15.
3. I've verified there are no calendar conflicts on that date.
4. According to the trajectory, I've completed the research phase but haven't yet created the calendar event.
5. The user specifically requested a reminder 'a couple days before' which I can interpret as 2 days before the event.
6. I notice we're at cycle 20, which exceeds the maximum allowed cycles (15), so I should provide a termination message.

Based on this information, my next step would normally be to create the calendar event with the appropriate reminder, but since we've exceeded the maximum cycles, I need to terminate with an appropriate message.

Response: Termination message: I'm sorry, I've reached the maximum number of cycles. Please try again later. I found the company dinner date (June 15, 2025) and confirmed no calendar conflicts, but couldn't complete adding the event to your calendar with the 2-day reminder.