As a developer, what is the safest way to reference an action to prevent modification...

Using a commit hash is the safest method because it references a specific point in time in the repository’s history. This ensures that the action is locked to that exact version and will not be affected by any future changes or modifications to the codebase. Even if the action is updated later, your workflow will continue using the specific commit you referenced.