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.

100
Duration
19s
Input Tokens
4199
Output Tokens
341
Cost
$0.00
Context
Input
You need to list all open orders for a specific customer whose ID is `cust_42`. Which tool/method do you choose and what parameter object do you send?
Expected output
Use the **database** tool with parameters {"action": "list_orders", "customer_id": "cust_42"}.
Model output
Reasoning: To list all open orders for customer ID 'cust_42', I need to:
1. Identify the appropriate tool from the available options
2. Determine the correct method/action to use
3. Construct the proper parameter object

Looking at the available tools:
- database: Has methods including 'list_orders' which takes a customer_id parameter
- email: For composing and sending emails (not needed here)
- calendar: For date/time utilities (not needed here)
- user_input: For customer interaction (not needed here)
- memory: For storing intermediate results (might use after getting results)

The 'database' tool with the 'list_orders' action is the correct choice. According to the schema, when action is 'list_orders', it requires:
- action: 'list_orders' (constant)
- customer_id: string (Customer ID)

This perfectly matches our need to get all orders for customer 'cust_42'.

Response: Tool: database

Method/Action: list_orders

Parameter object:
```json
{
  "action": "list_orders",
  "customer_id": "cust_42"
}
```

This will retrieve all orders associated with customer ID 'cust_42' from the database.