Agent Reasoning

Decide what to do next: pick the right tool, plan multi-step actions, recover when something goes wrong. The hardest category — open-ended decisions, no single correct answer.

Duration

19s

Input Tokens

1273

Output Tokens

1434

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 find the cheapest flights from London to Paris for tomorrow and return the top 3 options. Analyzing the available tools: calendar is required to obtain tomorrow's date (using get_tomorrow_date). Flights tool is needed to search for flights (search_flights), filter by price, and retrieve top options. Memory tool must be used after every tool call to store meaningful results (store_item) per the agent rules. Thus all three tools are necessary, chained as calendar -> flights -> memory.

Response: calendar, flights, memory