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.

100
Duration
20s
Input Tokens
1094
Output Tokens
347
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 task is to determine which available tools I need to use to successfully complete the underlying user request: finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options. The available tools are calendar, flights, and memory.

Step 1: Analyze the user request. It requires flights from London to Paris on tomorrow's date, sorted by cheapest, and top 3 options.

Step 2: Plan the approach following instructions. I must think step by step, chain tools logically (e.g., calendar → flights → memory), and always store results in memory after tool calls. Optimize for minimal actions.

Step 3: Identify necessary tools:
- Calendar tool: Needed to get tomorrow's date (e.g., using 'get_tomorrow_date' or 'add_days_to_date'). This is essential because the flights tool requires a 'date' parameter.
- Flights tool: Needed to search for flights (e.g., 'search_flights'), filter by price (e.g., 'filter_by_price' or 'get_cheapest_option'), and retrieve details for top 3.
- Memory tool: Required by instructions to store meaningful results after every tool call (e.g., store tomorrow's date, then store flight results).

Step 4: No other tools are available or needed. I won't use redundant calls and will follow rules like getting methods/parameters first if calling tools, but this task is just to identify which tools are needed, not to execute.

All three tools are necessary to complete the task systematically.

Response: calendar, flights, memory