Question

What is the most stable condition for an atom

Answer 1

Atoms are constantly searching for 8 valence electrons. With 8 they stop searching for more and remain stabilized.
The more valence electrons, the more stable.

Answer 2

Atoms are at their most stable when their outermost energy level is either empty of electrons or filled with electrons.