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

1407

Output Tokens

571

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: The task involves finding flights from London to Paris for tomorrow. The process requires two clear steps: 1) Determine tomorrow's date using the calendar tool, and 2) Query the flights tool with the obtained date. Both steps use dedicated tools with straightforward parameters. No adaptive planning, fallback strategies, or complex reasoning is needed. The number of tool calls (2) is below the threshold for Medium complexity (which requires >4 tool outputs). The workflow is linear with minimal coordination.

Response: Easy. This task requires only two sequential steps using dedicated tools (calendar and flights) with clear parameters. No complex reasoning, adaptive planning, or handling of missing data is needed. The workflow is straightforward and matches the 'Easy' complexity criteria of minimal steps and direct tool usage.