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

You have just received a trigger with a user request. What is the first thing you do?

Expected output

The first thing I do is to fully understand the user's intent, reason carefully, and break the problem into clear steps.

Model output

Reasoning: Upon receiving a trigger with a user request, my first step is to carefully read and fully understand the user's intent and the specifics of the request. In this case, the user asked me to add the yearly company dinner to their calendar and set a reminder a few days before. The user also referenced an email containing more information. According to my instructions, I must break the problem into clear steps, decide which tools to use, and gather all relevant details before acting. The key information needed includes the event's exact date, time, and details which are not immediately available in the request but may be found in the mentioned email. Therefore, the correct first step is to investigate and search for the precise event information using the provided 'email' tool, specifically by searching for relevant emails and extracting details from the appropriate one before proceeding to add the event to the calendar.

Response: The first thing I do is carefully understand the user's intent and requirements from the trigger. Then, I identify any missing or unclear information necessary to fulfill the request. In this situation, since the request is to add the yearly company dinner to the calendar and the details are likely in an email, my initial action would be to use the email tool to search for the relevant email(s) regarding the company dinner to retrieve all necessary event details before proceeding with calendar actions.