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

11s

Input Tokens

1273

Output Tokens

965

Cost

$0.01

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 task in context is to find the cheapest flights from London to Paris for tomorrow and return top 3 options. Per the provided instructions for AgentX, I must work in cycles (analyze, plan, act, reflect), chain tools logically (e.g., calendar → flights → memory), first get available methods/parameters before using any tool, avoid redundant calls, and ALWAYS store meaningful results in memory after every tool call using store_item. Therefore: calendar tool is required to obtain tomorrow's date via get_tomorrow_date; flights tool is essential to search_flights with London/Paris/tomorrow and then filter/sort for cheapest top 3; memory tool is mandatory to store all intermediate and final results. All three tools from the available set are needed; no others exist. This follows the rules for minimal effective actions without starting actual calls yet.

Response: calendar, flights, memory