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:

1. **Original Request**: User wants to find flights from London to Paris for tomorrow

2. **Progress So Far**:
   - We're on cycle 3
   - In the past trajectory, we successfully called the calendar tool to determine tomorrow's date
   - The calendar tool returned '2025-05-29' as tomorrow's date
   - Current step indicates we need to interpret this result and decide the next action

3. **Remaining Goals** (from scratch_pad):
   - Use 'flights' tool to get available flights from London to Paris for 2025-05-29
   - Compile and present the results to the user

4. **Assessment**:
   - We have successfully obtained the required date (2025-05-29)
   - We have the necessary information to proceed with the flight search (departure: London, arrival: Paris, date: 2025-05-29)
   - The date format matches the required format for the flights tool (YYYY-MM-DD)
   - We're at step 2 of 4, which aligns with having completed the date retrieval and being ready to search for flights

**Conclusion**: We are ON TRACK. The task is progressing logically and efficiently. We've successfully completed the first major step (determining tomorrow's date) and have all the information needed to proceed with the next step (searching for flights). The plan is clear and we're following it systematically.

Response: We are ON TRACK. The task is progressing well - we've successfully obtained tomorrow's date (2025-05-29) from the calendar tool and are now ready to proceed with searching for flights from London to Paris using the flights tool. All necessary information has been gathered and the next logical step is clear.