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
44s
Input Tokens
5474
Output Tokens
596
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: 
    To schedule three follow-up reminders (tomorrow, 5 business days later, and 2 weeks later), the following steps are required:

    1. **Get Current Date**: First, retrieve today's date to serve as the baseline for all calculations.
    2. **Calculate Target Dates**:
       - **Tomorrow**: Add 1 calendar day to the current date.
       - **5 Business Days Later**: Use the `add_business_days` method to account for weekends/holidays.
       - **2 Weeks Later**: Add 14 calendar days to the current date.
    3. **Schedule Reminders**: Once the three dates are calculated, schedule reminders for each date in parallel.
    4. **Error Handling**: If any step fails, log the error and retry up to 3 times. Store intermediate results in memory for traceability.

    Since the tools support parallel execution, we can optimize by:
    - Fetching the current date once.
    - Calculating all three target dates in parallel (using `format_date` for calendar-based additions and `add_business_days` for business days).
    - Scheduling all three reminders in parallel once the dates are resolved.

    Memory will be used to store intermediate results (e.g., calculated dates) before scheduling reminders.
    

Response: 
    I will make the following tool calls in parallel to schedule the reminders:

    1. **Fetch Current Date**:
       - Tool: `calendar`
       - Method: `get_current_date`
       - Purpose: Retrieve today's date as the baseline for calculations.

    2. **Calculate Target Dates (Parallel Calls)**:
       - **Tomorrow**:
         - Tool: `calendar`
         - Method: `format_date`
         - Params: `{'input_date': '{current_date}', 'modifier': '+1 day'}`
       - **5 Business Days Later**:
         - Tool: `calendar`
         - Method: `add_business_days`
         - Params: `{'start_date': '{current_date}', 'days_to_add': 5}`
       - **2 Weeks Later**:
         - Tool: `calendar`
         - Method: `format_date`
         - Params: `{'input_date': '{current_date}', 'modifier': '+14 days'}`

    3. **Schedule Reminders (Parallel Calls)**:
       - For each calculated date, call:
         - Tool: `calendar`
         - Method: `schedule_reminder`
         - Params: `{'reminder_date': '{calculated_date}', 'message': 'Follow-up reminder for {interval}.'}`

    Intermediate results (e.g., calculated dates) will be stored in memory before scheduling reminders.