I don't know what you find essential and what not, but if you are talking about commands that need root permissions maybe the following will help:
Are you executing these command as root? And if you used su to become root, did you do a su - root, the - is essential.
If so, are the sbin directories (/sbin, /usr/sbin etc) in your PATH setting (echo $PATH to find out).
Hope this helps.