The gap is before the noun 'clothes', indicating that a possessive adjective is needed. 'My' is the possessive adjective for 'I'.
Class 6 › English Grammar and Composition › Chapter 4: Possessives › Topic: Activity 1: Filling gaps with possessive adjectives
Aligned to the NCTB national curriculum.