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

1721

Output Tokens

372

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: 
    1. **Reviewed Trajectory and Scratch Pad**:
       - The task began with a user request to add the 'Yearly Company Dinner' to their calendar and set a reminder 2 days before the event.
       - The agent successfully:
         - Searched emails for 'yearly company dinner' and found the relevant email (`email_12345`).
         - Extracted the event date: **2025-06-15**.
         - Verified no calendar conflicts existed for that date.
         - Created the calendar event 'Yearly Company Dinner' on 2025-06-15 with a reminder set 2 days prior.
       - All steps are marked as completed in the scratch pad, with no pending actions or unresolved issues.
       - Keys in memory confirm all critical data (event date, reminder days, email ID, and calendar event ID) are stored.

    2. **Current Cycle and Progress**:
       - The current cycle is **6 of 6**, indicating the task is in its final stage.
       - The scratch pad explicitly states: *'Progress: Step 6 of 6. Task complete.'*
       - No additional tools or actions are required, as all goals have been achieved:
         - User’s intent fulfilled (event added + reminder set).
         - No conflicts or errors reported.
         - No ambiguous or missing information requiring user clarification.

    3. **Termination Criteria**:
       - Per instructions, the process should terminate once the task is complete.
       - No user notification is required post-termination, as the task was fully executed per the user’s request.
    

Response: terminate