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
6s
Input Tokens
1608
Output Tokens
262
Cost
$0.00
Context
Input
The user has replied: "Three days before is fine."  According to the plan for the yearly company-dinner task, what is the next action?
Expected output
Call email.search_emails with a query such as "yearly company dinner" (optionally including the current year) to locate the relevant email(s) containing the event details, and store the returned email_id(s) for the subsequent email.read_email step.
Model output
Reasoning: <think>
The user has replied with "Three days before is fine," which answers our previous question about how many days before the event they want the reminder.

According to the plan, our next action involves searching the user's emails for information about the yearly company dinner, extracting the event date, and continuing with the next planned actions. But we need to have the date of the yearly company dinner in order to proceed with the next steps. Since the date is not available in the context, we need to use the email tool to search for the relevant email.

However, we need a search query to use the email tool. The user mentioned seeing an email with more information about the yearly company dinner. We can use keywords like "yearly company dinner" to search for the relevant email.

Once we have the email, we can extract the event date and continue with the plan.

</think>

Summary: The next action is to search the user's emails for the yearly company dinner information using a relevant query. Once the email is found, extract the event date and proceed with the plan.

Response: search_emails with query: 'yearly company dinner'