How to build a cloud software factory - self-improving code review

You can build an automated code review system by creating a "skill" that instructs a cloud agent on how to analyze pull requests for security, correctness, and style. This process is triggered by a GitHub action, which provides the agent with the PR description, diff, and any existing specs to generate its feedback. To make the system truly powerful, a second "outer-loop" agent observes the initial reviews and learns your team's specific coding conventions over time. This meta-agent then refines the primary reviewer's skill, ensuring the quality of automated code reviews continuously improves and adapts to your project's unique standards.