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.

0
Duration
8s
Input Tokens
2610
Output Tokens
1300
Cost
$0.00
Context
Input
You want to schedule three follow-up reminders:
• One for tomorrow,
• One for five business days later,
• One exactly two weeks later.
You are allowed to call tools in parallel, as they run in the cloud. What tool calls will you make?
Expected output
First: Call **calendar.get_current_date** → {"action": "get_current_date"} and persist result as "today".

In Parallel:
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 1}
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 5}
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 14}

Next: For each result, persist separately using **memory.store_item** with keys like "date_plus_1", "date_plus_5", "date_plus_14".

Then: For each stored date, call **calendar.schedule_reminder** with {"action": "schedule_reminder", "date": "<calculated_date>", "reminder_text": "Follow-up"}.

Finally: Persist each reminder result separately using **memory.store_item** with keys like "reminder_tomorrow", "reminder_5bdays", "reminder_2wks".
Model output
Reasoning: The user wants to schedule three follow-up reminders. The `calendar` tool has a `schedule_reminder` method that can be used for this purpose. I need to determine the appropriate time for each reminder. The task specifies 'tomorrow', 'five business days later', and 'exactly two weeks later'. I can use the `calendar` tool's `add_business_days` and `get_current_date` methods to calculate these dates. Since these are independent scheduling tasks, I can call `schedule_reminder` multiple times. However, the prompt asks for the tool calls that *will* be made, implying a single response that lists the planned calls. The `schedule_reminder` tool requires a `reminder_time` and a `reminder_message`. For this task, I will assume the `reminder_message` will be something generic like 'Follow-up reminder'. I will need to make three separate calls to `schedule_reminder` for each of the specified timeframes. Since the prompt does not provide a specific date to start from, I will assume 'tomorrow' means the day after the current date. 'Five business days later' means five business days after 'tomorrow', and 'two weeks later' means two weeks after 'tomorrow'. The `schedule_reminder` tool's `reminder_time` parameter expects an ISO-8601 datetime string. I will first need to get the current date to calculate the future dates, and then format them appropriately. However, the prompt only asks for the tool calls that will be made, not the execution of those calls. Therefore, I should output the `schedule_reminder` calls with placeholders for the dates, or if possible, construct the calls directly if I can assume the current date. Given the available tools, the most direct way to handle this is to use `schedule_reminder` for each. The prompt asks "What tool calls will you make?", implying the *plan* for tool calls. I will provide the `schedule_reminder` calls. To determine the `reminder_time` for each, I would need to use `get_current_date` and `add_business_days` first, but since the prompt doesn't ask for the *intermediate* steps of calculating the date, I will directly output the `schedule_reminder` calls with placeholders for the dates, assuming these dates would be calculated. However, looking at the schema for `schedule_reminder`, it doesn't exist. Instead, `calendar` tool has `schedule_reminder`. The parameters for `schedule_reminder` are not explicitly shown but it can be inferred that it takes a date and a message. The prompt also mentions that I can call tools in parallel. Since the task is to schedule reminders, and the `calendar` tool has a `schedule_reminder` method, I will plan to use this tool three times. The specific parameters for `reminder_time` and `reminder_message` would need to be determined using other `calendar` methods like `get_current_date` and `add_business_days`, and a `user_input` tool for confirmation or details. However, the question is about *what tool calls will be made*. The context provided shows `calendar` tool with a `schedule_reminder` method. The schema for `schedule_reminder` is not provided in the context, but it is reasonable to assume it takes a time and a message. Since the reminders are for specific future dates, I will need to use other `calendar` tools to calculate those dates. However, the prompt doesn't ask for the date calculation steps, but rather the *tool calls*. I will assume that the `schedule_reminder` tool can be called directly with the necessary date information, even if that information needs to be pre-calculated. The instruction states "You are allowed to call tools in parallel". The task is to schedule three reminders. These are independent tasks. Therefore, I should plan three separate calls to the `schedule_reminder` tool. I will assume that the `schedule_reminder` tool expects a `reminder_time` and `reminder_message`. For the purpose of answering "What tool calls will you make?", I will output the structure of these calls. I will use placeholders for the specific dates. It's not explicitly stated how to get the date, but `get_current_date` and `add_business_days` are available. The prompt implies that I should output the tool calls directly. Given the available tools, `calendar.schedule_reminder` is the most appropriate. I will assume that the `reminder_time` parameter would be an ISO-8601 string and `reminder_message` would be a string. The calculation of these times is not explicitly requested in the output, only the tool calls themselves. Therefore, I will construct the calls. The prompt also states that tools can be called in parallel. So, I should list all three calls. The context shows `calendar.schedule_reminder` as a method. I will assume it requires `reminder_time` and `reminder_message`. I will use placeholders for the dynamic parts like time.

Response: Here are the tool calls I will make to schedule the three follow-up reminders:

1. `calendar.schedule_reminder(reminder_time="<tomorrow_datetime>", reminder_message="Follow-up reminder")`
2. `calendar.schedule_reminder(reminder_time="<5_business_days_later_datetime>", reminder_message="Follow-up reminder")`
3. `calendar.schedule_reminder(reminder_time="<2_weeks_later_datetime>", reminder_message="Follow-up reminder")`

I will use the `calendar` tool's capabilities (like `get_current_date` and `add_business_days`) to determine the exact datetime strings for `<tomorrow_datetime>`, `<5_business_days_later_datetime>`, and `<2_weeks_later_datetime>` before making these calls. The reminders will have a generic message, but this could be customized if more information were available.