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.

Agents – mistral/mistral-tiny-eu Task | Opper AI

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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: Upon receiving the request to inspect the PR diff again, I will first retrieve the saved unified diff of PR-351 from memory using the 'memory' tool's 'read_memory' action with the key 'diff_351'. After that, I will post a review comment on the PR using the 'discord' tool's 'comment_pull_request' action, with the body stored in memory key 'draft_review_351'.

Response: I will retrieve the PR diff and post a review comment on the PR.