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

3426

Output Tokens

193

Cost

$0.01

Context

Input

You must find today's date so you can time-stamp a help-desk note. Which tool do you call and with what parameters?

Expected output

Use the **calendar** tool with parameters {"action": "get_current_date"}.

Model output

Reasoning: ANALYZE: The task is to find today’s date to time-stamp a help-desk note. From the provided tool list, the appropriate tool for date utilities is `calendar`, which includes `get_current_date`. No other tool is needed to obtain the current date.
PLAN: Use the calendar tool to fetch the current date.
ACT: Call `calendar` with action `get_current_date` (no additional parameters required per schema).
REFLECT: This will return today’s date in ISO-8601 form, suitable for a timestamp.
DECIDE: Next step (outside this question) would be to store the date in memory and/or write the note in the database, but the user only asked which tool to call and parameters.

Response: Call the `calendar` tool with:

{
  "action": "get_current_date"
}