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The asset membership itself would become part of the Bankruptcy estate. However, if by "illiquid" you mean unsaleable, the Bankruptcy trustee would "abandon" that asset, so that you would be able to keep it.
Income from a membership in an LLC cannot be garnished. However, once the income is received it can then be attached.