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
9s
Input Tokens
1166
Output Tokens
1245
Cost
$0.00
Context
Input
Of the available tools. Which ones will you need to use to successfully complete the task?
Expected output
All tools will need to be used: calendar, flights,memory
Model output
Reasoning: The user's request is to identify the tools required to complete the task outlined in 'Context 1: trigger_content'.

The task in 'trigger_content' is: 'I need to find the cheapest flights from London to Paris for tomorrow, and return the top 3 options'.

1.  **Determining the date 'tomorrow'**: To get the specific date for 'tomorrow', the `calendar` tool is needed. Specifically, its `get_tomorrow_date` method would be used.
2.  **Searching for flights**: To 'find the cheapest flights from London to Paris' and 'return the top 3 options', the `flights` tool is essential. The `search_flights` method of this tool can handle the origin, destination, date, and the 'max_results' parameter for the 'top 3 options'.
3.  **Storing results**: According to the general instructions for AgentX (rule 3: 'Always store meaningful results in memory using the memory tool. This means after every tool call , you store the results in memory.'), any significant output from tool calls (like the date from `calendar` or flight details from `flights`) must be stored. Therefore, the `memory` tool will be needed to comply with the agent's operational guidelines for successful task completion.

Based on this analysis, all three available tools are necessary to fully and correctly address the user's request while adhering to the agent's operational instructions.

Response: To successfully complete the task of finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options, the following tools will be needed:

*   **calendar**: To determine the specific date for 'tomorrow'.
*   **flights**: To search for flights based on origin, destination, and date, and to retrieve the cheapest or top options.
*   **memory**: To store the results obtained from the `calendar` and `flights` tools, as required by the agent's instructions.