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

10s

Input Tokens

1250

Output Tokens

662

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: To complete the task of finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options, I need to analyze what each tool provides: 1) The calendar tool is needed to get tomorrow's date since the user specified 'tomorrow' - I'll use get_tomorrow_date method. 2) The flights tool is essential for searching flights between London and Paris, filtering by price, and retrieving the top 3 cheapest options - I'll use search_flights and filter_by_price or get_cheapest_option methods. 3) The memory tool is required per the instructions which state 'Always store meaningful results in memory using the memory tool. This means after every tool call, you store the results in memory.' So I need to use store_item to save intermediate and final results. All three tools are necessary to complete this task successfully following the agent rules.

Response: To successfully complete the task of finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options, I will need to use all three available tools:

1. **calendar** - To get tomorrow's date using the get_tomorrow_date method, since the user request specifies 'tomorrow' and I need an actual date for the flight search.

2. **flights** - To search for flights from London to Paris using search_flights method, then filter/sort by price using filter_by_price or get_cheapest_option to identify the top 3 cheapest options.

3. **memory** - To store meaningful results after each tool call as required by the instructions (rule 3). I'll use store_item to save the date, flight search results, and final top 3 options.

All three tools are necessary: calendar for date resolution, flights for the core search functionality, and memory for compliance with the agent's storage requirements.