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
17s
Input Tokens
1552
Output Tokens
398
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: I have received the user's response regarding the reminder for the yearly company dinner, stating that 'three days before is fine.' My task now is to proceed with the next action according to the plan outlined in the scratch pad. Let's review the context and plan to ensure I am on track.

From the context, I see that the current step in the scratch pad is 'Asked user for how many days before the event they want the reminder; waiting for user input.' The user's response of three days before addresses this query. The remaining goals in the plan are:
- Search emails to find the yearly company dinner date.
- Read the email to extract event details.
- Add the event to the calendar and check for conflicts.
- Notify the user if conflicts exist.
- Add the reminder as per user preference.

Since I have the user's preference for the reminder (three days before), the next action is to search the user's emails to find information about the yearly company dinner, specifically the date of the event. I will use the 'email' tool with the 'search_emails' action to accomplish this. The search query should be specific to the yearly company dinner to ensure relevant results. I will note this step in my progress tracking and proceed systematically.

I must ensure that I follow the instructions to prioritize clarity and correctness, verifying all information before proceeding to the next steps. If the search does not yield clear results, I will need to ask the user for more specific information using the 'request_user_input' tool.

Thus, the next action is to search the emails with a query related to the yearly company dinner.

Response: The next action is to search the user's emails to find the date of the yearly company dinner using the 'email' tool with the 'search_emails' action and a query related to 'yearly company dinner'.