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

70928

Output Tokens

14463

Duration

879742.56

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 (ID: `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 in the scratch pad are marked as completed (6/6), with no pending actions or unresolved dependencies.
       - Keys in memory confirm all critical data is stored (`event_date`, `reminder_days`, `email_id`, `calendar_event_id`).

    2. **Validation of Completion**:
       - The user’s original request is fully addressed:
         - Event added to calendar ✅
         - Reminder set as requested ✅
         - No conflicts or missing details ✅
       - No additional tools or user input are required. The scratch pad explicitly states: *'Task complete.'*

    3. **Termination Decision**:
       - Per instructions, the process should terminate once all goals are met and no further actions are needed.
       - No notification to the user is required post-termination (as per instructions).
    

Response: 
    **Action**: TERMINATE_PROCESS
    **Justification**:
    - All goals from the user's request have been achieved without errors or omissions.
    - The trajectory and scratch pad confirm full task completion (6/6 steps).
    - No further actions, tools, or user interactions are necessary.