Code Review → Security Analysis → Documentation Update

Set up GitHub Actions to trigger when a pull request is opened, capturing the code changes, author information, and target branch details.

Create a persistent agent session that maintains context about the codebase, previous security findings, coding standards, and architectural decisions across the analysis workflow.

Agent analyzes the code changes for security vulnerabilities, coding standard violations, and architectural consistency while building a comprehensive assessment in persistent memory.

Using accumulated analysis context, generate specific line-by-line review comments, security recommendations, and refactoring suggestions that reference broader codebase patterns.

Automatically post the code review comments on the pull request and update relevant documentation files (README, security guidelines, architecture docs) with any new patterns or decisions discovered.