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

22s

Input Tokens

1150

Output Tokens

812

Cost

$0.00

Context

Input

Asses the current state and decide if we are on track or not

Expected output

We are on track

Model output

Reasoning: Let me analyze the current state of the task:

1. **Original User Request**: Find information about available flights from London to Paris for tomorrow.

2. **Progress So Far**:
   - Cycle 1-2: Successfully called the calendar tool to determine tomorrow's date
   - Result obtained: '2025-05-29'
   - The date format matches the flights tool requirement (YYYY-MM-DD)

3. **Current Position**: We are at cycle 3, step 2 of 4

4. **Remaining Goals**:
   - Call the flights tool with parameters: from_city='London', to_city='Paris', date='2025-05-29'
   - Compile and present results to the user

5. **Assessment**: The workflow is proceeding correctly and logically. The agent correctly identified that "tomorrow" needed to be resolved to a specific date before searching for flights. The calendar tool returned the correct date format needed for the flights tool. The next step is clearly defined and ready to execute.

The task is on track with a clear path forward.

Response: **Status: ON TRACK**

The current state shows good progress toward the user's goal:

✓ **Completed**: Determined tomorrow's date (2025-05-29) using the calendar tool
✓ **Correct**: Date format matches the flights tool requirements (YYYY-MM-DD)
✓ **Clear Path**: Next action is well-defined - use the flights tool with:
  - from_city: London
  - to_city: Paris
  - date: 2025-05-29

**Progress**: Step 2 of 4 | Cycle 3

The agent is following a logical sequence: resolve ambiguous date → search flights → present results. No issues or deviations detected. Ready to proceed with the flights tool call.