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
6s
Input Tokens
1366
Output Tokens
335
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 determine the complexity of the task, I analyzed the steps required and the tools involved based on the provided context. Here is the breakdown:

1. **Task Analysis**: The task is to find information about available flights from London to Paris for tomorrow. This involves multiple steps:
   - Determine tomorrow's date using the 'calendar' tool.
   - Use the 'flights' tool to search for available flights based on the date returned by the 'calendar' tool.
   - Compile and present the results to the user.

2. **Tool Usage**: The task requires using two tools ('calendar' and 'flights') sequentially. There is no need for adaptive planning or fallback strategies, as the tools are available and the steps are clear.

3. **Reasoning Required**: The reasoning involved is moderate, as the agent needs to interpret the tool outputs (e.g., confirming the date format) and plan the next actions logically.

4. **Complexity Level**: Based on the criteria provided:
   - The task involves several steps (more than 2 but less than 4 major actions).
   - It requires combining outputs from multiple tools (2 tools in this case).
   - The reasoning is moderate but not highly complex.

Therefore, the task complexity is **Medium**.

Response: The complexity of this task is **Medium**.