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

1401

Output Tokens

277

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 determining the complexity level of the given task description based on the provided examples. It requires analyzing the number of steps, reasoning needs, tool usage, and potential challenges.

1. **Step Analysis**: The task requires understanding the task definition (reading) and categorizing it into 'Easy', 'Medium', or 'Complex' based on the criteria.
2. **Reasoning Complexity**: Minimal reasoning is needed to map the task to the provided examples. The task itself has clear steps: read, analyze, and select a category.
3. **Tool Dependency**: No external tools are required to perform the classification, as it relies solely on interpreting the provided task examples and definitions.
4. **Challenge Level**: The task is straightforward with no missing data or adaptive planning required.

Based on the examples, this task aligns with **Easy** complexity, as it involves a small number of clear steps, minimal reasoning, and no tool failures or dynamic adjustments.

Response: The complexity of this task is **Easy**. This is because it involves a small number of clear steps (reading the task definition, analyzing it, and selecting a category), minimal reasoning is required to map it to the examples, and no external tools are needed for the classification.