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
13s
Input Tokens
4776
Output Tokens
308
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: Step 1: Read the task carefully and understand the user's request. The user wants to schedule three follow-up reminders: one for tomorrow, one for five business days later, and one exactly two weeks later.
Step 2: Think through my approach before acting. I will use the 'calendar' tool to add business days and schedule reminders. I will call the 'add_business_days' method three times with the appropriate parameters and then call the 'schedule_reminder' method for each reminder.
Step 3: Provide my reasoning and thought process. I have explained my approach in detail above.
Step 4: Execute the task systematically always following the approach and rules in the instructions. I will follow the general rules provided, such as inspecting the tool's metadata, retrying if necessary, using memory discipline, avoiding redundancy, maintaining a cycle structure, chaining tools logically, escalating when necessary, communicating only via email, protecting data, and being efficient.
Step 5: Provide a clear final answer or result. The final answer is that I will use the 'calendar' tool to schedule three follow-up reminders as described in the reasoning section.

Response: The final answer is that I will use the 'calendar' tool to schedule three follow-up reminders as described in the reasoning section.