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
35s
Input Tokens
3373
Output Tokens
552
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 accomplish the task of sending a follow-up confirmation email exactly two business days from now, I need to approach this in a systematic manner, following the provided instructions and making use of the available tools. 

1. **ANALYZE:** First, I need to determine the date and time two business days from now. This will involve utilizing the calendar tool.
2. **PLAN:** The single next atomic action is to calculate the target date using the `add_business_days` method from the calendar tool. I will need to first get the current date, then add two business days to determine when the email should be sent.
3. **ACT:** Using the `get_current_date` method from the calendar tool to fetch today's date, and then `add_business_days` to calculate the date after two business days.
4. **REFLECT:** Verify that the date calculation is correct. 
5. **DECIDE:** Next, use the `email` tool to schedule an email. This involves first drafting the email and then scheduling it with the calculated date and time.

**Tool Sequence and Key Parameters:**
1. Use the `calendar` tool with method `get_current_date` to get today's date.
2. Use the `calendar` tool with method `add_business_days` with parameters: `start_date` from step 1 and `days_to_add` as 2 to calculate the target date.
3. Use the `email` tool with method `draft_email` to draft the follow-up email. Parameters needed: `to` (customer's email), `subject`, and `body` of the email.
4. Use the `email` tool with method `schedule_email` with parameters: `draft_id` from step 3 and `send_at` as the calculated date and time (09:00) to schedule the email.

Response: To send a follow-up confirmation email exactly two business days from now at 09:00, use the following tool sequence:
1. Calendar tool - `get_current_date` to retrieve the current date.
2. Calendar tool - `add_business_days` with the `start_date` from step 1 and `days_to_add` as 2.
3. Email tool - `draft_email` to compose your email with necessary details including recipient, subject, and body.
4. Email tool - `schedule_email` using the generated `draft_id` and the computed `send_at` date-time to set up the email for sending at 09:00, two business days from now.