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

1952

Output Tokens

375

Cost

$0.02

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 to the agent's question about how many days in advance they want the reminder. They confirmed 'Three days before is fine.' According to the scratch pad and trajectory, the agent was at step 2 of 6, having just asked the user for their reminder preference. Now that we have this information (reminder_days_before = 3), I need to determine the next action based on the plan.

Looking at the remaining goals from the scratch_pad:
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
5. Add the reminder as per user preference

The next logical step is to search the user's emails to find information about the yearly company dinner, since the user mentioned they saw some email with more info about the event. This will allow us to extract the event date and details needed to create the calendar event.

Response: According to the plan, the next action is to search the user's emails to find information about the yearly company dinner. The agent should use the email tool with the 'search_emails' action to look for emails containing details about the company dinner event.

Specifically, the next step should be:
- **Tool**: email
- **Action**: search_emails
- **Params**: {"query": "yearly company dinner"}

This will help locate the email the user mentioned that contains more information about the event, including the date and any other relevant details needed to create the calendar entry with the 3-day reminder.