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

13s

Input Tokens

1167

Output Tokens

816

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: Analyzing the task: The user wants to find the cheapest flights from London to Paris for tomorrow and return the top 3 options. 

Step 1: Determine 'tomorrow's date' - The calendar tool is needed (specifically the get_tomorrow_date method) to convert 'tomorrow' into a specific date string required by the flights tool.

Step 2: Search and filter flights - The flights tool is essential for searching flights between London and Paris, filtering by price to find the cheapest options, and limiting results to the top 3.

Step 3: Store results - According to the mandatory instruction rule #3, I must 'always store meaningful results in memory using the memory tool' after every tool call. This means the memory tool is required to store the flight search results and final output.

Therefore, all three available tools are necessary to complete this task successfully while following the agent's operational rules.

Response: To successfully complete this task, I will need to use all three available tools:

1. **Calendar Tool**: To retrieve tomorrow's date (using get_tomorrow_date) since the flights tool requires a specific date parameter, and the user requested 'tomorrow'.

2. **Flights Tool**: To search for flights from London to Paris (using search_flights), filter by price to find the cheapest options (using filter_by_price or get_cheapest_option), and retrieve the top 3 results.

3. **Memory Tool**: To store the intermediate results (tomorrow's date, raw flight data) and final results (top 3 cheapest flights) as required by instruction rule #3 which mandates storing meaningful results after every tool call.

The logical flow will be: Calendar (get date) → Flights (search and filter) → Memory (store results).