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

1184

Output Tokens

317

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 wants to find the cheapest flights from London to Paris for tomorrow, and return the top 3 options. Let’s break this down: 1) Determine tomorrow’s date using the calendar tool (via get_tomorrow_date or add_days_to_date). 2) Use the flights tool to search for flights from London to Paris for tomorrow, optionally limit to 3 results and sort/filter by price to ensure cheapest first. Since the user specifically asked for the 'cheapest' flights, I may use search_flights first to get raw options, then apply filter_by_price or sort_by_duration / get_cheapest_option — but note that get_cheapest_option returns only one option, so that’s insufficient. The best method is search_flights with from_city='London', to_city='Paris', date=<tomorrow>, max_results=3, and then sort_by_price descending or just request cheapest first — but the schema doesn’t specify ordering in search_flights, so I may need to sort afterward. However, for this task, only identifying which tools are needed is requested, *not* executing them. So, based on task and context, the tools required are: - calendar (to get tomorrow's date) - flights (to search and filter flights) - memory (to store intermediate/final results per instruction #3). The memory tool is required because the instructions mandate storing meaningful results after each tool call. So tools needed: calendar, flights, memory.

Response: calendar, flights, memory