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.

100
Duration
19s
Input Tokens
1243
Output Tokens
380
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: To categorize the task we compare it against the provided complexity rubric.
1. Number of steps: The end-to-end solution requires only a few straightforward steps: (a) determine tomorrow’s date (already done), (b) call the flights tool with from_city, to_city, date, (c) return the flight list to the user.
2. Tool availability: Dedicated tools exist for each step (calendar, flights). No composition of many different tools or advanced coordination is necessary.
3. Reasoning demand: The reasoning is minimal—mainly formatting the date correctly and invoking the flights tool. There is no need for adaptive planning, error recovery, or combining large numbers of outputs.
Given these factors, the task aligns with the “Easy” category in the definition (small number of clear steps, dedicated tools, minimal reasoning).

Response: Complexity level: Easy
Reason: The task consists of just a couple of well-defined steps (retrieve date, query flights) that can be completed directly with dedicated tools and only light reasoning.