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
30s
Input Tokens
5797
Output Tokens
624
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: 1. First, determine the target date by adding 2 business days to today. Use the calendar.add_business_days tool with the current date (from calendar.get_current_date).
2. Calculate the exact ISO-8601 datetime by setting the time component to 09:00.
3. Draft the confirmation email using the email.draft_email tool with recipient, subject, and body content.
4. Schedule the drafted email using email.schedule_email with the obtained draft_id and computed send_at time.

Response: Tool sequence and parameters:
1. calendar.get_current_date
   - action: get_current_date

2. calendar.add_business_days
   - action: add_business_days
   - start_date: [current_date_result]
   - days_to_add: 2

3. (Implicit datetime construction)
   send_at = '[calculated_date]T09:00:00'

4. email.draft_email
   - action: draft_email
   - to: [customer_email_address]
   - subject: 'Follow-up Confirmation - [Order ID]'
   - body: 'Dear [Customer Name], ...'

5. email.schedule_email
   - action: schedule_email
   - draft_id: [generated_draft_id]
   - send_at: [ISO-8601_datetime]