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.

100
Duration
11s
Input Tokens
1721
Output Tokens
415
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 (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.