Green’s Dictionary of Slang

splinter belly n.

(US tramp) a tramp who works as a part-time carpenter.

[US] in ‘Jargon of the Und.’ in DN V.
[US]‘Dean Stiff’ Milk and Honey Route 35: Hobos are known for what they do, or do not do [...] One who works on wooden bridges and trestles is a ‘splinter belly’.
[US]Monteleone Criminal Sl. (rev. edn) 220: splinter belly A rough carpenter.