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
17s
Input Tokens
3372
Output Tokens
1043
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: The user needs to schedule a follow-up confirmation email exactly two business days from now at 09:00. To compute the date, we first fetch today’s date, then add two business days, then compose and schedule the email. We minimize calls by chaining calendar operations and use the email tool to draft and schedule. Here is the concise sequence of atomic tool calls and their key parameters.

Response: 1) calendar.get_current_date
   • action: "get_current_date"

2) calendar.add_business_days
   • action: "add_business_days"
   • start_date: <result_of_step_1>        # ISO-8601 date from step 1
   • days_to_add: 2

3) calendar.format_date (optional normalization)
   • action: "format_date"
   • date: <result_of_step_2>              # ISO-8601 date after adding business days
   • format: "YYYY-MM-DD"

4) email.draft_email
   • action: "draft_email"
   • to: "customer@example.com"           # fetched or known customer email
   • subject: "Follow-Up Confirmation"
   • body: "Hello [Name],\n\nThis is a confirmation that we will follow up with you on <result_of_step_2> at 09:00.\n\nBest regards,\nSupport Team"

5) email.schedule_email
   • action: "schedule_email"
   • draft_id: <draft_id_from_step_4>
   • send_at: "<result_of_step_2>T09:00:00Z"  # ISO-8601 datetime exactly two business days ahead at 09:00 UTC