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
38s
Input Tokens
2610
Output Tokens
3753
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 reminders for different future dates. The `calendar` tool is the appropriate choice, specifically its `schedule_reminder` method. The instructions state that independent tool calls can be made in parallel, and scheduling these three reminders are independent tasks. The provided `calendar` tool schema lacks a general-purpose method to calculate dates for "tomorrow" or "two weeks later" (it only has `add_business_days`). Therefore, the most efficient and logical approach is to assume that the `schedule_reminder` function can interpret relative time descriptions. This allows for three distinct, parallel tool calls to be issued in a single step, fulfilling the user's request with maximum efficiency.

Response: Since the three reminders are logically independent, I will make three parallel calls to the `calendar.schedule_reminder` tool:

```
print(calendar.schedule_reminder(message='Follow-up reminder for tomorrow.', when='tomorrow'))
print(calendar.schedule_reminder(message='Follow-up reminder for five business days later.', when='in 5 business days'))
print(calendar.schedule_reminder(message='Follow-up reminder for two weeks later.', when='in 2 weeks'))
```