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.

Duration

25s

Input Tokens

4589

Output Tokens

1252

Cost

$0.01

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: Following Rule 1 (Inspect first), I must inspect the calendar tool schema to understand the exact parameters for schedule_reminder before invoking it. Then, to schedule the three reminders, I need an absolute reference point: I will call calendar.get_current_date. Next, I need to calculate the three target datetimes: tomorrow (+1 calendar day), five business days later (using calendar.add_business_days with offset 5), and exactly two weeks later (+14 calendar days). Since independent tool calls can run in parallel, I will calculate these three dates simultaneously once I have the current date. Finally, I will invoke calendar.schedule_reminder three times in parallel with the three calculated ISO-8601 datetimes to create the reminders.

Response: First, inspect the calendar tool to retrieve the full parameter schema for schedule_reminder. Then execute: 1) calendar.get_current_date to obtain the reference datetime. 2) In parallel: calculate tomorrow (current_date + 1 day), calculate five business days later (calendar.add_business_days with offset 5), and calculate two weeks later (current_date + 14 days). 3) In parallel: three calendar.schedule_reminder calls with the respective calculated datetimes for tomorrow, five business days from now, and two weeks from now.