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 – openai/gpt-5-mini Task | Opper AI

Input Tokens

0

Output Tokens

0

Duration

0

Cost

0

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 asked to add the yearly company dinner to their calendar with a reminder a couple days before. The trajectory shows we already searched emails, identified the correct email, extracted the event date (2025-06-15), and verified no calendar conflicts. Normally my next steps would be: 1) Read the identified email to extract full event details (start time, end time, location, attendees, any RSVP or special notes). 2) If any details are missing or ambiguous (time, desired calendar, reminder method), ask the user for clarification. 3) Create the calendar event on 2025-06-15 with the event name and set a reminder 2 days before. 4) Confirm back to the user that the event and reminder were created. However, the instructions include a hard limit: maximum allowed cycles are 15. The current_cycle in the context is 20, which exceeds that limit. Per the instructions, I must not proceed and should return a termination message.

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