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.

50
Duration
14s
Input Tokens
3082
Output Tokens
286
Cost
$0.00
Context
Input
What is the complexity of this task?

Task complexity refers to how challenging a task is for the agent to complete, based on the number of steps required, the need for reasoning or coordination, and the availability of tools.

Examples:
- Easy: A small number of clear steps; dedicated tools exist; minimal reasoning needed (e.g., find tomorrow's date and query flights).
- Medium: Several steps; requires combining many outputs from multiple tools (more than 4); moderate reasoning (e.g., summarize document changes across multiple files and generate a review).
- Complex: Many steps; adaptive planning; potential missing data or tool failures; fallback strategies required (e.g., plan a multi-leg trip with hotel, flight, visa checks, and dynamic adjustments).

Please select the appropriate complexity level for this task and explain why.
Expected output
This task is **easy**. It only requires determining tomorrow’s date and querying available flights — both of which have dedicated, reliable tools. There’s minimal reasoning
Model output
Reasoning: As an assistant, my first step was to understand the user's request, which was to find information about available flights from London to Paris for tomorrow. I then set up a plan of actions, which included interpreting the user's request, breaking it into steps, and using available tools to reach the final answer. I interpreted the user's request to mean that I needed to find the date for tomorrow, which I did using the calendar tool. I then decided to use the flights tool to get available flights from London to Paris for the date I obtained from the calendar tool. I will now use the flights tool to get the required information and compile the results for presentation to the user.

Response: The complexity level for this task is Medium. The task involves several steps, including interpreting the user's request, setting up a plan of actions, using available tools (in this case, the flights tool), and compiling the results for presentation to the user. While the tools are available, combining the outputs from multiple tools (in this case, the calendar tool and the flights tool) requires moderate reasoning. The task is not overly complex as there are no adaptive planning or potential missing data issues, but it does require a systematic approach and careful handling of tool outputs.