A well-structured system prompt enhances coding assistants’ output quality, although they may not always follow instructions reliably. Implementing an auto code review using Claude Code hooks can address this issue by providing fast feedback on code quality, addressing semantic issues that linting tools may miss, and ensuring improved output before human review.













