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
13s
Input Tokens
4199
Output Tokens
502
Cost
$0.00
Context
Input
You need to send a follow-up confirmation email exactly two business days from now at 09:00. List the tool sequence and key parameters you would pass to the tool call.
Expected output
1 **calendar.get_current_date** → {"action": "get_current_date"}
1b **memory.store_item** → {"action": "store_item", "key": "current_date", "value": "<current_date_result>"}
2 **calendar.add_business_days** → {"action": "add_business_days", "start_date": "<current_date>", "days_to_add": 2}
2b **memory.store_item** → {"action": "store_item", "key": "target_date", "value": "<result_from_add_business_days>"}
3 **calendar.format_date** → {"action": "format_date", "date": "<target_date>T09:00:00", "format": "YYYY-MM-DDTHH:mm:ssZ"}
3b **memory.store_item** → {"action": "store_item", "key": "formatted_send_time", "value": "<formatted_datetime_result>"}
4 **email.draft_email** → {"action": "draft_email", "to": "<customer_email>", "subject": "Address Update Confirmation", "body": "<confirmation_message>"}
4b **memory.store_item** → {"action": "store_item", "key": "draft_id", "value": "<draft_email_id>"}
5 **email.schedule_email** → {"action": "schedule_email", "draft_id": "<draft_id>", "send_at": "<formatted_send_time>"}
5b **memory.store_item** → {"action": "store_item", "key": "scheduled_email", "value": "Email scheduled for <formatted_send_time>"}
Model output
Reasoning: I need to determine the tool sequence for scheduling a follow-up confirmation email exactly two business days from now at 09:00. Let me break this down into steps:

1. First, I need to get the current date to establish a starting point.
2. Then, I need to add exactly two business days to the current date.
3. Finally, I need to schedule an email to be sent at 9:00 AM on that future date.

To implement this logic, I'll need to use the calendar tool to handle date calculations and the email tool for scheduling the email. Let me plan the exact tool sequence with parameters:

Response: Tool Sequence and Parameters:

1. **calendar** tool with **get_current_date** action
   ```
   {
     "action": "get_current_date"
   }
   ```

2. **calendar** tool with **add_business_days** action
   ```
   {
     "action": "add_business_days",
     "start_date": "[current_date from previous step]",
     "days_to_add": 2
   }
   ```

3. **email** tool with **draft_email** action
   ```
   {
     "action": "draft_email",
     "to": "[customer_email]",
     "subject": "Confirmation Follow-up",
     "body": "[confirmation email content]"
   }
   ```

4. **email** tool with **schedule_email** action
   ```
   {
     "action": "schedule_email",
     "draft_id": "[draft_id from previous step]",
     "send_at": "[date from step 2]T09:00:00Z"
   }
   ```

Note: The actual values in brackets would be replaced with the real data obtained from previous steps.