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Be/get out of practice
Regular Practice
Frequent activity keeps skills sharp; infrequent activity leads to the phrase 'out of practice'. 
Skill Decay
When a skill isn't used often, it can fade away, like muscles can weaken without exercise. 
Temporal Reference
The phrase often implies that there was a time when the skill was better due to regular use. 