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

32s

Input Tokens

1160

Output Tokens

810

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: Let me analyze the user's request and match it with available tools:

The user wants to: 'find the cheapest flights from London to Paris for tomorrow, and return the top 3 options'

Breaking down the requirements:
1. 'Tomorrow' - This is a relative date reference. I need the **calendar tool** to get the actual date for tomorrow using the 'get_tomorrow_date' method.

2. 'Flights from London to Paris' - I need the **flights tool** to search for flights. I would use:
   - 'search_flights' method with from_city='London', to_city='Paris', and the date obtained from calendar
   - 'filter_by_price' or 'get_cheapest_option' to find the cheapest options
   - Need to limit results to top 3

3. According to the instructions (rule 3), I must store meaningful results in memory after every tool call, so I need the **memory tool** to store the date, flight results, and final top 3 options.

The memory tool is needed per the agent's operating rules, not directly by the user's request, but it's essential for proper task execution.

Response: To successfully complete this task, I will need to use **3 tools**:

1. **calendar tool** - To get tomorrow's date (since 'tomorrow' is relative, I need the actual date to search flights). I'll use the `get_tomorrow_date` method.

2. **flights tool** - To search for flights from London to Paris. I'll use `search_flights` method with the parameters: from_city='London', to_city='Paris', date=(tomorrow's date), and max_results for top options. I may also use `filter_by_price` or `get_cheapest_option` to find the cheapest flights.

3. **memory tool** - Required by my operating rules to store meaningful results after each tool call (tomorrow's date, flight search results, and the top 3 cheapest options).

**Tool chain logic:** calendar → flights → memory (store date) → memory (store flight results)