Automate GitLab Merge Request Review and Risk Assessment with AI

This workflow automates the review and risk assessment of GitLab merge requests using AI. It extracts code changes, analyzes them with Claude or OpenAI, and generates a detailed report with risk levels, issues, and recommendations, which is then shared with developers and QA teams.

n8n

The workflow is triggered by the creation or update of a GitLab merge request. It retrieves the code diff and sends it to an AI model for analysis. The AI evaluates the changes, identifies potential risks and issues, and suggests recommendations. The results are compiled into a structured report, which is emailed to relevant stakeholders and posted as a comment on the merge request. This process enhances code review efficiency, ensures security compliance, and improves team collaboration by keeping all parties informed.

$14.99
Last updated October 3, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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