Scale practice is useful, but improvising can still sound like scale practice if that is all I do. I want phrases that breathe, repeat, answer themselves, and connect to the chord changes.

What exercises helped you make improvising sound more like music? Limiting notes, singing phrases first, targeting chord tones, copying solos, call-and-response, or rhythmic restrictions?