You don't need to write massive, robotic system instructions every time you want your AI agent to finish a Merge Request.
When you connect GitLab Mail , Antigravity IDE , CodeRabbit , and the glab CLI , simple plain-English prompts are all it takes to turn maintainer feedback into merged code.
Here is the visual flow of how a single plain-English prompt moves your code from an email notification straight onto the GitLab Merge Train :
+-----------------+ +------------------+ +-----------------+ +-----------------+ +-----------------+ | 1. GitLab Mail | --> | 2. Antigravity | --> | 3. CodeRabbit | --> | 4. Green CI/CD | --> | 5.β¦