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

1220

Output Tokens

355

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 task is to identify which tools from the provided list are needed to complete a given user request: 'I need to find the cheapest flights from London to Paris for tomorrow, and return the top 3 options.' I must analyze the request and match it to the available tools. Step-by-step: 1. Understand the request: it involves finding flights for tomorrow, requiring date information and flight search capabilities. 2. Review the available tools: there are three tools: calendar (for date/time info), flights (for flight search and filtering), and memory (for storing results). 3. Map the requirements: a. Date info: 'tomorrow' needs to be determined—calendar tool can provide that (e.g., get_tomorrow_date). b. Flight search: flights tool can search flights from London to Paris for that date and filter/sort to find cheapest options and limit to top 3. c. Memory tool: as per instructions, I must store meaningful results after every tool call, so it's needed to store intermediate or final results. 4. Conclusion: all three tools are necessary because: calendar to get the date, flights to perform the search and filtering, and memory to store results as required. No other tools are available, so these are the ones I'll need. I must follow the instructions: first get available methods and parameters before using any tool, but that's not part of this task; this task only asks which ones I'll need. So my answer is the list of tool names.

Response: To successfully complete the task, I will need to use the following tools: calendar, flights, and memory.