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
8s
Input Tokens
1952
Output Tokens
280
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: The user has replied with 'Three days before is fine,' which answers the pending question about how many days before the event they would like to receive a reminder. According to the context provided, the agent is currently at Step 2 of 6 in the task trajectory. The scratch pad indicates that the agent was waiting for user input about the reminder timing, and the remaining goals are: 1) Search emails to find the yearly company dinner date, 2) Read the email to extract event details, 3) Add the event to the calendar and check for conflicts, 4) Notify the user if conflicts exist, and 5) Add the reminder as per user preference. Since the user has now provided the reminder preference (3 days before), the next logical action is to proceed with searching the user's emails to find information about the yearly company dinner. This aligns with the first remaining goal in the scratch pad.

Response: The next action is to search the user's emails for information about the yearly company dinner. Use the email tool with the search_emails action, with a query like 'yearly company dinner' or 'company dinner' to find the relevant email containing the event details and date.