One solution I’ve come up with is to create a little script.
File: /bin/docker-compose
Content:
docker compose "$@"
Alternatively, in order to respect previous container naming convention (with underscore delimiter _ over -):
docker compose --compatibility "$@"
To make the script executable: sudo chmod +x /bin/docker-compose.
You can check it with docker-compose version.