A software engineer explains how to integrate AI Agent Skills into a Next.js application using the Cursor editor. The guide distinguishes between Rules—system-level instructions that enforce standards—and Skills, which teach an AI how to perform specific tasks like refactoring. The process starts with installing the `vercel-labs/agent-skills` package.

The article walks through enabling Cursor's 'Nightly' mode to access the feature and verifying that skills are applied. A key practical challenge surfaces when creating a custom rule: new rules require rebuilding the `AGENTS.md` and `SKILL.md` files using the `react-best-practices-build` package. This step is not clearly documented but is essential for the agent to recognize and apply the updated rules automatically.

Once configured, the agent can enforce project-specific standards without repeated prompting. For example, it can check for container/presentational patterns or module file limits. This setup aims to make code reviews and architectural guidance consistent and persistent across a team. The full template is available on GitLab for developers to adapt to their own workflows.