The characters combine to form “mountain-opening ancestor master.” This paints a picture of a foundational figure who not only started something new (开山) but also became the “ancestor master” (祖师) from whom all subsequent knowledge and tradition in that field descend.
The connotation is overwhelmingly positive, conveying deep admiration and respect. It is almost always used to describe someone in the past who has left a significant, lasting impact.