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

Input Tokens

2718

Output Tokens

118

Cost

$0.00

Context

Input

The agent is requested to inspect the PR diff again. What is the action you take?

Expected output

As per the instructions if a tool call has been made already I will store it in memory and not call it again, I can see this also in keys in memory.So my action is: I will read the memory and use the content to inspect the PR diff.

Model output

Reasoning: The task is to inspect the PR diff again. Given the context, the PR diff has already been fetched and saved to memory under the key 'diff_351'. According to the instructions, it is important to avoid using the same tool with the same inputs twice and instead check in the memory tool. Therefore, the action to take is to read the PR diff from memory rather than fetching it again.

Response: The PR diff will be read from memory using the key 'diff_351'.