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Put your shoulder to the wheel
Metaphorical Use
This phrase is typically used as a metaphor, suggesting effort and collaboration without literally pushing something. 
Team Effort
Often implies teamwork; everyone needs to contribute for success. 
Positive Encouragement
The phrase is used to motivate people to work hard or to recognize hard work. 