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

Input Tokens

3409

Output Tokens

304

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 `cust_42`, I need to choose the appropriate tool and method. Looking at the available tools:

1. The `database` tool has a `list_orders` method that can retrieve orders for a specific customer
2. The `email` tool is for communication, not data retrieval
3. The `calendar` tool is for date/time operations
4. The `user_input` tool is for getting customer input
5. The `memory` tool is for storing/retrieving intermediate results

Since I need to retrieve order data from the database, the `database` tool is the correct choice. The `list_orders` method specifically requires a `customer_id` parameter to filter orders by customer.

Therefore, I will use:
- Tool: `database`
- Method: `list_orders`
- Parameter object: `{ "action": "list_orders", "customer_id": "cust_42" }`

This will return all orders associated with customer `cust_42`, which should include their open orders.

Response: I will use the `database` tool with the `list_orders` method and the following parameter object:

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

This will retrieve all orders for customer `cust_42` from the database.