Luckily, with a little patience and skill, it's an easy repair job to fill or patch this minor damage ... For long-lasting ...

Use a paddle-type drywall mud mixer in a 1/2-in ... Setting-type compound is perfect for pre-filling because it hardens quickly and doesn’t shrink as much as regular joint compound.