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
8s
Input Tokens
3795
Output Tokens
417
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: To send a follow-up confirmation email exactly two business days from now at 09:00, we need to determine the exact date and time for scheduling the email. We will use the `calendar` tool to calculate the date, draft the email using the `email` tool, and then schedule it. Below is the sequence of tool calls and the parameters required for each step.

Response: Tool sequence and parameters:

1. **Calendar Tool: `add_business_days`**
   - `action`: "add_business_days"
   - `start_date`: ( Current date in ISO-8601 format )
   - `days_to_add`: 2
   - This will calculate the date exactly two business days from now.

2. **Email Tool: `draft_email`**
   - `action`: "draft_email"
   - `to`: ( Recipient's email address )
   - `subject`: "Follow-up Confirmation"
   - `body`: "This is a follow-up confirmation email."
   - This will draft the email content.

3. **Email Tool: `schedule_email`**
   - `action`: "schedule_email"
   - `draft_id`: ( ID of the drafted email from step 2 )
   - `send_at`: ( Date and time from step 1, formatted as ISO-8601, e.g., `2024-10-15T09:00:00Z` )
   - This will schedule the email to be sent at the calculated date and time.