Developed and delivered an automated code review workflow for the Clever/ci-scripts repository, leveraging Claude AI to provide actionable feedback on pull requests and issues without directly modifying code. The solution was implemented as a reusable GitHub Actions workflow, utilizing YAML for configuration and integrating AI-driven insights into the continuous integration process. This approach accelerated the validation of code changes, standardized review feedback, and reduced the manual effort required from reviewers. By automating the feedback loop, the workflow improved code quality signals and streamlined the review cycle, demonstrating effective use of AI integration, workflow automation, and GitHub Actions within a production environment.