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

14s

Input Tokens

1097

Output Tokens

879

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 get the flight date, I need the calendar tool (to compute tomorrow’s date). To find and rank the cheapest flights, I need the flights tool. Per the rules, I must store results after every tool call, so I also need the memory tool. I won’t call them yet; this is just identifying which tools are required.

Response: Required tools:
- calendar: to compute tomorrow’s date (e.g., get_tomorrow_date, format_date)
- flights: to search flights and get the cheapest/top 3 (e.g., search_flights, filter_by_price or get_cheapest_option)
- memory: to store results after each tool call (store_item), as mandated by the instructions