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.

50
Duration
9s
Input Tokens
3630
Output Tokens
641
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: Okay, I need to schedule a follow-up confirmation email for two business days from now at 09:00. Here's my plan:

1.  Use the `calendar` tool and its `add_business_days` method to calculate the date two business days from now.
2.  Use the `calendar` tool and its `format_date` method to format the date and time (two business days from now at 09:00) into ISO-8601 format as required by the `email.schedule_email` tool.
3.  Use the `email` tool and its `schedule_email` method to schedule the email. I'll need to know the `draft_id` to schedule the email. I assume the draft email is already made. If not, the task is incomplete, and I should ask the user to provide one first using the `email.draft_email` tool.

Here's the tool sequence and parameters:

**Tool 1: calendar.add_business_days**

*   `start_date`: Current date (needs to be fetched using `calendar.get_current_date` beforehand, but assuming it's available)
*   `days_to_add`: 2

**Tool 2: calendar.format_date**

*   `date`: Date calculated in the previous step.
*   `format`: "YYYY-MM-DDTHH:mm:ss" (to achieve the ISO-8601 datetime format for 09:00 on that day.)

**Tool 3: email.schedule_email**

*   `draft_id`:  (The ID of the email draft to be sent. Needs to be available or retrieved beforehand.)
*   `send_at`: The formatted date and time from the previous step.

Response: **Tool 1: calendar.add_business_days**

*   `action`: "add_business_days"
*   `start_date`: Current date (fetch using `calendar.get_current_date` beforehand)
*   `days_to_add`: 2

**Tool 2: calendar.format_date**

*   `action`: "format_date"
*   `date`: Result from `calendar.add_business_days`
*   `format`: "YYYY-MM-DDTHH:mm:ss"

**Tool 3: email.schedule_email**

*   `action`: "schedule_email"
*   `draft_id`: (The ID of the email draft to be sent)
*   `send_at`: Result from `calendar.format_date`