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
3m 20s
Input Tokens
2412
Output Tokens
350
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 task requires scheduling three follow-up reminders: one for tomorrow, one for five business days later, and one for exactly two weeks later. To do this, I need to calculate the corresponding dates and then schedule the reminders. The calendar tool provides 'add_business_days' which adds business days to the current date. I will approximate 'tomorrow' as 1 business day, 'five business days later' as 5 business days, and 'exactly two weeks later' as 10 business days (since 2 weeks typically contain 10 business days in a standard Mon-Fri week). These calculations are logically independent and can be performed in parallel to minimize time, as tools run in the cloud. I will issue three parallel tool calls to add_business_days with days 1, 5, and 10. After obtaining the dates, I will store them in memory and then issue parallel calls to schedule_reminder using those dates. However, the immediate tool calls I will make are the three add_business_days calls. This follows efficiency, no redundancy, and parallel execution where possible.

Response: [
  {
    "name": "calendar",
    "params": {
      "action": "add_business_days",
      "days": 1
    }
  },
  {
    "name": "calendar",
    "params": {
      "action": "add_business_days",
      "days": 5
    }
  },
  {
    "name": "calendar",
    "params": {
      "action": "add_business_days",
      "days": 10
    }
  }
]