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

18s

Input Tokens

2643

Output Tokens

1377

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 user has requested to inspect the PR diff again. To ensure that the review is based on the most recent changes, I will use the 'github.get_pull_request_diff' tool to fetch the latest diff for PR #351 from the repository 'github.com/opperai/api-service'. After retrieving the updated diff, I will store it in memory under the key 'diff_351' to maintain an up-to-date reference for the review process.

Response: I will fetch the latest pull request diff for PR #351 using the 'github.get_pull_request_diff' tool and update it in memory under the key 'diff_351'.