Opper

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.

Input Tokens

Output Tokens

Duration

Cost

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: Looking at the context, I can see that:

1. The user initially requested help with adding a yearly company dinner to their calendar with a reminder
2. I had asked the user how many days in advance they wanted the reminder
3. The user has now replied "Three days before is fine"
4. According to my scratch pad, I'm currently at step 2 of 6, and my remaining goals include:
   - 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

Now that I have the user's preference for the reminder (3 days before), the next logical step according to my plan is to search the user's emails to find information about the yearly company dinner. The user mentioned they "saw some email with more info" in their original request, so I need to search for emails containing information about this event.

Response: Now that you've confirmed you want the reminder set for three days before the event, I'll proceed to search your emails to find the information about the yearly company dinner. Let me search for emails related to this event to get the date and details.

I'll use the email tool to search for emails containing keywords related to the company dinner.