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
13s
Input Tokens
1445
Output Tokens
542
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 task step by step:

1. **Understanding the user request:**
   - Find cheapest flights from London to Paris
   - For tomorrow (date needs to be determined)
   - Return top 3 options

2. **Breaking down what needs to be done:**
   - Step 1: Get tomorrow's date (need calendar tool)
   - Step 2: Search for flights from London to Paris for that date (need flights tool)
   - Step 3: Filter/sort results to get the cheapest options
   - Step 4: Get top 3 cheapest flights
   - Step 5: Store results in memory (as per rule 3)

3. **Identifying required tools:**
   - **calendar tool**: Required to determine what "tomorrow" means - need to call `get_tomorrow_date` method
   - **flights tool**: Required to search for flights between London and Paris, and to filter/sort by price to get cheapest options. Will need methods like `search_flights` and potentially `filter_by_price` or `get_cheapest_option`
   - **memory tool**: Required by rule 3 to store meaningful results after tool calls. Will need `store_item` method to save the date and flight results

4. **Tool usage sequence:**
   - Use calendar tool first to get tomorrow's date
   - Use flights tool to search and filter for cheapest flights
   - Use memory tool throughout to store intermediate and final results

All three available tools are necessary to complete this task successfully.

Response: To successfully complete the task of finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options, I will need to use **all three available tools**:

1. **calendar** - To determine tomorrow's date (using `get_tomorrow_date` method)
2. **flights** - To search for flights from London to Paris and retrieve the cheapest options (using `search_flights` and related filtering methods)
3. **memory** - To store results from each step as required by the instructions (using `store_item` method)

The execution flow will be: calendar → flights → memory (with memory being used after each significant tool call to store results).