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
12s
Input Tokens
1263
Output Tokens
429
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: I need to assess the current state of the task execution and determine if we're on track or not. Let me analyze the information provided:

1. The task started with a user request to find flights from London to Paris for tomorrow.
2. The agent has already determined the exact date needed (2025-05-29) by using the calendar tool in a previous cycle.
3. We're currently in cycle 3 of the task execution.
4. The scratchpad indicates we're at the step of interpreting the calendar tool result and deciding on the next action.
5. The remaining goals are clearly defined: use the flights tool to get available flights and then present results to the user.
6. Available tools include calendar (already used), flights (needed next), and web_search.
7. The progress indicator shows we're at step 2 of 4 in the overall process.

The logical flow so far has been:
- Understand user request → Get tomorrow's date → [CURRENT POINT] → Use flights tool → Present results

Each step builds logically on the previous one, and the plan addresses all aspects of the user's request. The agent has correctly identified the need to use the flights tool next with the date parameter already obtained.

Response: We are on track. The agent has correctly understood the user's request to find flights from London to Paris for tomorrow, determined tomorrow's date (2025-05-29) using the calendar tool, and has a clear plan for the next steps. The current cycle (3) is at the appropriate stage of interpreting the calendar result and preparing to use the flights tool. The scratchpad shows organized thinking with explicitly defined remaining goals and a progress indicator showing we're at step 2 of 4. All necessary tools are available, and the agent is following a logical sequence of actions to complete the task efficiently.