Agents – gcp/gemini-2.0-flash Task | Opper AI

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.

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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 finalize the review message and publish it. According to the context, the draft review is stored in memory key 'draft_review_351'. I need to retrieve this review and post it to the #code-reviews Discord channel. Then I should update the scratch_pad and complete the task.

Response: I will now finalize the review message and publish it to the #code-reviews Discord channel using the content stored in memory key 'draft_review_351'.