Opper

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.

Input Tokens

Output Tokens

Duration

Cost

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 execution:

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

2. **Progress Made**:
   - Step 1 completed: Successfully called the calendar tool to determine tomorrow's date
   - Result obtained: Tomorrow's date is '2025-05-29'
   - Currently on cycle 3

3. **Current Position**: 
   - Just completed interpreting the calendar tool result
   - Have the required date in correct format (YYYY-MM-DD)
   - Ready to proceed with the next logical step

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

5. **Assessment**:
   - The trajectory is logical and sequential
   - We have the necessary information (date) to proceed
   - The scratch pad shows clear planning and progress tracking
   - Progress indicator shows we're on step 2 of 4, which aligns with the work done
   - All required tools are available and ready to use

**Conclusion**: We are ON TRACK. The execution is proceeding logically with proper information gathering before making the main flight search query. The next action should be to call the flights tool with the obtained date.

Response: **ON TRACK**

The task execution is progressing correctly and efficiently:
- ✓ Successfully obtained tomorrow's date (2025-05-29) from the calendar tool
- ✓ Have all required parameters ready for the flight search
- ✓ Clear plan established with logical next steps
- ✓ Currently at step 2 of 4, ready to proceed with the flights tool query

Next action should be: Call the 'flights' tool with parameters {from_city: 'London', to_city: 'Paris', date: '2025-05-29'}