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.

Input Tokens

75260

Output Tokens

13168

Duration

641107.421

Cost

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