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My lips are sealed
Trust Assured
Use it to reassure someone that you are trustworthy and will not disclose confidential information. 
Light-Hearted Tone
It's often used in a friendly, light-hearted manner to make the assurance of secrecy feel less serious. 
Informal Expression
This phrase is casual, more common in informal conversations than in formal or official settings. 