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

1306

Output Tokens

222

Cost

$0.01

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: The task requires identifying the user's intent, using a calendar tool to resolve 'tomorrow' into a specific date, then querying a dedicated flights tool with the origin, destination, and date, and finally summarizing the results. The necessary tools are available and the workflow is linear with only a few clear steps. There is minimal ambiguity and no need for adaptive planning or fallback strategies unless the flights tool fails, which is not indicated as part of the core task.

Response: Easy. This task involves a small number of clear, sequential steps: determine tomorrow's date, query the flights tool for London to Paris on that date, and present the results. Dedicated tools are available, and only minimal reasoning or coordination is required.