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
34s
Input Tokens
3372
Output Tokens
2149
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 the email two business days from now at 09:00, I would first retrieve today’s date using the calendar tool, then add two business days to that date, draft the email, and finally schedule it for the computed date at 09:00. This ensures that the email is automatically sent exactly two business days from now, as requested.

Response: Below is the sequence of tools with their key parameters:

1) calendar → get_current_date
   {"action":"get_current_date"}

2) memory → store_item
   {"action":"store_item","key":"current_date","value":"<DATE_FROM_STEP_1>"}

3) calendar → add_business_days
   {"action":"add_business_days","start_date":"<DATE_FROM_STEP_1>","days_to_add":2}

4) memory → store_item
   {"action":"store_item","key":"scheduled_date","value":"<RESULT_FROM_STEP_3>"}

5) email → draft_email
   {"action":"draft_email","to":"customer@example.com","subject":"Follow-up Confirmation","body":"Hello, this is a friendly reminder..."}

6) memory → store_item
   {"action":"store_item","key":"draft_id","value":"<DRAFT_EMAIL_ID>"}

7) email → schedule_email
   {"action":"schedule_email","draft_id":"<DRAFT_EMAIL_ID>","send_at":"<RESULT_FROM_STEP_3>T09:00:00"}