walk on eggshells

Short definition from Wiktionary

Verb

1. 1
   To be overly careful in dealing with a person or situation because they get angry or offended very easily; to try very hard not to upset someone or something.
2. 2
   To be careful and sensitive, in handling very sensitive matters.