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
3617
Output Tokens
3085
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 need to perform a sequence of tool calls:

1.  **Determine the Current Date**: The `calendar.get_current_date` tool is used to get the current date, which serves as the starting point for calculating the future date.
2.  **Calculate the Target Business Date**: The `calendar.add_business_days` tool will take the current date (obtained from step 1) and add two business days to it. This provides the exact date on which the email should be sent.
3.  **Construct the Send Time**: The calculated date from step 2 is then combined with the specified time of '09:00' to form a complete ISO-8601 datetime string, which is required by the email scheduling tool.
4.  **Draft the Email (Prerequisite)**: Before an email can be scheduled, it must first be drafted. The `email.draft_email` tool is used for this purpose, providing the recipient, subject, and body. This step yields a `draft_id` that is essential for the scheduling step.
5.  **Schedule the Email**: Finally, the `email.schedule_email` tool is invoked with the `draft_id` (from step 4) and the precisely calculated `send_at` datetime string (from step 3).

Response: Here is the tool sequence and key parameters to send a follow-up confirmation email exactly two business days from now at 09:00:

1.  **Tool Call:** `calendar.get_current_date`
    *   **Parameters:** `{}`
    *   **Purpose:** To retrieve the current date.

2.  **Tool Call:** `calendar.add_business_days`
    *   **Parameters:**
        *   `start_date`: `[Result from calendar.get_current_date]` (e.g., "2023-10-25")
        *   `days_to_add`: `2`
    *   **Purpose:** To calculate the date that is exactly two business days from `start_date`.

3.  **Tool Call:** `email.draft_email`
    *   **Parameters:**
        *   `to`: `[Recipient's email address]`
        *   `subject`: `[Subject of the confirmation email]`
        *   `body`: `[Content of the confirmation email]`
    *   **Purpose:** To create a draft of the email and obtain a `draft_id` for scheduling.

4.  **Tool Call:** `email.schedule_email`
    *   **Parameters:**
        *   `draft_id`: `[Result from email.draft_email]` (e.g., "email_draft_123")
        *   `send_at`: `[Result from calendar.add_business_days]T09:00:00` (e.g., "2023-10-27T09:00:00")
    *   **Purpose:** To schedule the drafted email to be sent at the specified date and time.