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

1887

Output Tokens

139

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: Analyzed the trajectory: The agent has successfully completed all steps - searched emails, extracted date 2025-06-15, checked for conflicts, and created the calendar event with a 2-day reminder. The scratch pad confirms 'Progress: Step 6 of 6. Task complete.' and lists all completed goals. Current step is 'Final check', and all objectives are met with no further actions needed. Per instructions, once the task is complete, terminate the process without notifying the user. No tools are required; the next action is to conclude.

Response: Task complete. Terminate process.