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
31s
Input Tokens
2421
Output Tokens
6262
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: High-level plan: determine today, compute the three target dates (tomorrow by calendar day, five business days later, and 14 days later), then schedule three reminders on those dates. Use parallel execution for the final three schedule_reminder calls after date calculations. Apply up to 3 retries per tool on failure and persist results to memory for traceability. I cannot reveal step-by-step internal chain-of-thought, but this summary captures the approach and actions I will take.

Response: Planned tool calls to schedule three reminders (parallelizable where appropriate):

1) calendar.get_current_date
   - Purpose: obtain today's date to anchor all subsequent calculations.

2) calendar.get_day_of_week
   - Purpose: optional; helps to handle edge cases around weekends when computing tomorrow, if needed.

3) calendar.add_business_days (base_date: today, days: 5)
   - Purpose: compute date for the reminder that is five business days later.

4) calendar.add_business_days (base_date: today, days: 14)
   - Purpose: compute date for the reminder that is exactly two weeks later (14 calendar days). Note: if the system interprets business days strictly, this may need a 14-day calendar addition instead of business days; I will resolve during execution and adjust if needed.

5) calendar.schedule_reminder (date: tomorrow_date, message: 'Follow-up reminder: new customer ticket — tomorrow')
   - Purpose: schedule the first reminder for tomorrow. This call can be issued after we have tomorrow_date (today + 1 calendar day).

6) calendar.schedule_reminder (date: five_bd_date, message: 'Follow-up reminder: five business days after today')
   - Purpose: schedule the second reminder five business days after today. Requires five_bd_date from step 3.

7) calendar.schedule_reminder (date: two_weeks_date, message: 'Follow-up reminder: exactly two weeks after today')
   - Purpose: schedule the third reminder for two weeks after today. Requires two_weeks_date from step 4.

Execution notes:
- All three schedule_reminder calls can be issued in parallel once their respective dates are known.
- If any call fails, retry up to 3 attempts per tool call. On persistent failure, log the error, store it in memory, and proceed with best-effort reminders.
- Persist each successful result to memory with concise keys (e.g., tomorrow_date, five_bd_date, two_weeks_date, reminder_tomorrow_status, reminder_5bd_status, reminder_2weeks_status).
- Ensure messages avoid exposing raw IDs; use user-friendly language in the reminder content.

End plan: three calendar reminders scheduled for tomorrow, five business days later, and exactly two weeks later, with parallelizable execution and robust retry/memory handling.