The harmless substance that forms from the reaction of sodium and chlorine gas is sodium chloride (NaCl), which is common table salt.

Here's the reaction:

2 Na (sodium) + Cl₂ (chlorine gas) → 2 NaCl (sodium chloride)

This is a classic example of a highly exothermic reaction, meaning it releases a significant amount of heat.