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

1777

Output Tokens

366

Cost

$0.00

Context

Input

Looking at the trajectory and the scratch pad, what is the next action?

Expected output

The task is complete, the agent process will end

Model output

Reasoning: I need to analyze the given context to determine the next action. The user task asks: 'Looking at the trajectory and the scratch pad, what is the next action?'. Let me examine the provided information thoroughly.

First, I see that the trigger was a user request to add the yearly company dinner to the calendar with a reminder a couple days before. The trajectory shows that the agent has already: received the user's input, searched emails using 'yearly company dinner', identified the correct email, extracted the event date (2025-06-15), verified no calendar conflicts, created the calendar event, and set a reminder for 2 days before.

The scratch pad indicates: 'Current step: Final check', and under Completed goals it lists all the steps that have been accomplished. It also notes: 'Progress: Step 6 of 6. Task complete.' and includes keys_in_memory with details like event_date, reminder_days, email_id, calendar_event_id.

The instructions state that once a task is complete I should terminate the process, and there's no need to notify the user. Given that all goals are completed and the progress indicates the task is complete, the logical next action is to terminate the process. There are no pending steps, no missing information, and no further tools to use. Therefore, the next action is to conclude the task and stop.

Response: The task is complete. All steps have been successfully executed: the event has been added to the calendar, a reminder set, and no conflicts exist. According to the instructions, once a task is complete you should terminate the process, with no need to notify the user. Therefore, the next action is to terminate.