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
19s
Input Tokens
3522
Output Tokens
581
Cost
$0.00
Context
Input
After calling database.get_customer with customer_id 'CUST789', you received: {\"customer_id\":\"CUST789\",\"name\":\"Sarah Chen\",\"email\":\"sarah.chen@email.com\",\"account_status\":\"active\"}. You stored this with key 'customer_info'. Then database.list_orders with customer_id 'CUST789' returned: {\"orders\":[],\"message\":\"No orders found for customer\"}. You stored this with key 'customer_orders'. The customer claims they have an ongoing purchase needing address change. How should you handle this discrepancy and what is your next action?
Expected output
Reasoning: There's a discrepancy - customer claims ongoing purchase but 'customer_orders' shows no orders found. This could indicate: wrong customer ID, order under different account, or customer confusion. I need to gather more information before proceeding. Next action: Call email.draft_email to politely ask Sarah Chen to provide her order number or confirmation email, explaining we need to locate her order to assist with the address change.
Model output
Reasoning: The database shows the customer exists and is active, but the list_orders call returned no orders. This discrepancy indicates that while there is a valid customer record (Sarah Chen), there is no associated order currently recorded. However, the customer asserts that there is an ongoing purchase needing an address change. This could be due to an issue in recording the order or potentially a miscommunication. The optimal next action is to confirm the order details with the customer. In line with the guidelines, the next step would be to use a user_input operation (such as asking for the order reference or additional details) to clarify the customer's order information before proceeding with any update.

Response: I recommend asking the customer to provide the order ID or additional information about the ongoing purchase. This will help us reconcile with our records and proceed with the address update accordingly.