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
10s
Input Tokens
4199
Output Tokens
389
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 schedule a follow-up confirmation email exactly two business days from now at 09:00, I'll need to:

1. Get the current date using the calendar tool
2. Calculate the date two business days from now at 09:00
3. Draft an email draft
4. Schedule the email for the calculated datetime

Tool sequence and key parameters:
1. calendar.get_current_date
   - action: 'get_current_date'

2. calendar.add_business_days 
   - action: 'add_business_days'
   - start_date: (result from get_current_date)
   - days_to_add: 2

3. calendar.format_date (to set specific time)
   - action: 'format_date'
   - date: (result from add_business_days)
   - format: 'YYYY-MM-DDTHH:mm:ss' (with 09:00)

4. email.draft_email
   - action: 'draft_email'
   - to: (would require customer email, not provided in context)
   - subject: 'Follow-up Confirmation'
   - body: (draft follow-up message)

5. email.schedule_email
   - action: 'schedule_email'
   - draft_id: (ID from draft_email)
   - send_at: (datetime from format_date)

Response: Tool sequence successfully mapped for scheduling a follow-up confirmation email two business days from now at 09:00. Note that some parameters like recipient email would need to be dynamically provided.