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Weasel out
Negative Connotation
The phrase suggests dishonesty or unreliability and often carries a negative judgment. 
Subtle Evasion
It implies a clever or sneaky way of avoiding responsibility without a direct refusal. 
Conversational Context
Commonly used in spoken English among friends or in informal settings. 