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
35s
Input Tokens
2780
Output Tokens
5853
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 reminders: tomorrow, five business days later, and two weeks later. This necessitates using the `calendar` tool.

1.  **Date Retrieval:** Calculating 'five business days later' requires knowing the current date. Therefore, the first step must be a serial call to `get_current_date`.
2.  **Date Calculation:** Once the current date is known, a second serial call to `add_business_days` is required to determine the exact date for the second reminder, as this calculation is complex.
3.  **Parallel Scheduling:** The three final `schedule_reminder` calls are logically independent and can be executed in parallel (as permitted by instructions) once the necessary dates are determined (either through calculation or relative time parsing).

The final plan involves two serial calculation steps followed by three parallel scheduling calls. I will list the complete set of required tool calls in sequence.

Response: The complete workflow requires five tool calls, grouped into three logical cycles:

**Cycle 1: Get Current Date (Serial)**
```json
[
  {
    "tool": "calendar",
    "action": "get_current_date"
  }
]
```

**Cycle 2: Calculate Business Days (Serial, dependent on Cycle 1 result [CURRENT_DATE])**
```json
[
  {
    "tool": "calendar",
    "action": "add_business_days",
    "start_date": "[CURRENT_DATE]",
    "days": 5
  }
]
```

**Cycle 3: Schedule Reminders (Parallel, using calculated date [FIVE_BUSINESS_DAYS_DATE])**
```json
[
  {
    "tool": "calendar",
    "action": "schedule_reminder",
    "send_at": "tomorrow",
    "note": "Follow-up reminder 1: Scheduled for tomorrow."
  },
  {
    "tool": "calendar",
    "action": "schedule_reminder",
    "send_at": "[FIVE_BUSINESS_DAYS_DATE]",
    "note": "Follow-up reminder 2: Scheduled for five business days later."
  },
  {
    "tool": "calendar",
    "action": "schedule_reminder",
    "send_at": "+14 days",
    "note": "Follow-up reminder 3: Scheduled for exactly two weeks later."
  }
]
```