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
20s
Input Tokens
4850
Output Tokens
290
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 previous response contained placeholders and a non-string JSON structure, violating the schema which requires the 'response' to be a string. To comply, I will generate a step-by-step plan in a string format, describing the sequence of tool calls with precise parameters, and confirm the approach to schedule the email at the correct date and time. The sequence includes fetching current date, adding business days, formatting date, drafting email, formatting date for scheduling, and finally scheduling the email. Each step will be clearly explained in the response string.

Response: First, use the calendar tool's 'get_current_date' method to retrieve today's date. Then, utilize the 'add_business_days' method with start_date set to the current date and days_to_add as 2, to calculate the date two business days from now. Next, format this calculated date into 'YYYY-MM-DD' format for easier handling. After that, draft an email to the customer with the appropriate message. Subsequently, format the calculated date into an ISO-8601 datetime string with time 09:00 for scheduling. Lastly, call the 'schedule_email' method with the draft email ID and the scheduled send time at 09:00 on the calculated date. This ensures the email is sent exactly two business days from now at 09:00, following the outlined tool chaining and timing requirements.