Ça m'a échappé de l'esprit.

Pronunciation: Sah mah ay-shap-ay duh leh-spree.

Meaning: It slipped my mind.

Use this phrase when you forget something, like forgetting to call a friend or bring your keys—it's a natural and commonly used expression in everyday French conversations.