As a moderately experienced K programmer, I find K easy enough to "scan". Common idioms immediately stand out as recognizable "words" that are suggestive of what a routine does before you fully parse it:
@& (filtering)
@< or @> (sorting)
@\: (folding)
,/ (flattening)
+\ (a running total)
etc.
It's also easy to notice, e.g. in K3, a reserved name like "_f" and immediately know you're looking at a recursive procedure.