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

11s

Input Tokens

1203

Output Tokens

658

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

1. **Calendar tool** - First, I need to get tomorrow's date since the user specifically requested flights for "tomorrow". This will provide the date parameter needed for the flights search.

2. **Flights tool** - This is the core tool needed to search for flights from London to Paris. I can use its search_flights method to find available flights, and then use get_cheapest_option and sort_by_price methods to identify the cheapest options and get the top 3 as requested.

3. **Memory tool** - Following the instruction to "always store meaningful results in memory using the memory tool" after every tool call, I'll need to store the results from both the calendar tool (tomorrow's date) and flights tool (the flight search results) using the store_item method with clear keys.

The logical chain would be: calendar → flights → memory, ensuring I gather all necessary information, perform the search, and store results systematically.

Response: To 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 tool** - To get tomorrow's date which is required for the flight search
2. **Flights tool** - To search for flights from London to Paris and identify the cheapest options  
3. **Memory tool** - To store meaningful results after each tool call as per the instructions

The workflow would be: Calendar → Flights → Memory, allowing me to first determine the correct date, then search for flights, and finally store the results systematically.