The film was created by re-dubbing footage filmed for the 1986 Taiwanese kung fu film Ren zhe da (known in English as Ninja: The Final Duel). Ren zhe da producer Robert Tai had reportedly filmed 10 hours of footage for the film that was cut to 90 minutes for release. Much of the footage that was not included in the release of Ren zhe da is included in Shaolin Dolemite as well as original footage of Moore observing the story of the film and making obscenity-laced comments. Other new footage includes a segment portraying Moore's long time friend Jimmy Lynch as a Drunken Master named Sam the Spliff.
The Ji Ho Ninja clan vow to destroy the monks of Shaolin temple. To do so they must first perfect many of their techniques in order to ensure the battle will be won. The temple finds protection from monks who set out to save it.
Ah Chi (Ka-Yan Leung) is obsessed with the martial arts and, more often than not, his kung-fu clowning gets him into trouble. Ending up facing Hsia (Eddie Ko) of the notorious Jade Brotherhood is inevitable. As a result, Hsia forces Chi's martial arts master to expel him. Masterless and working for a fish vendor, Chi meets a crafty kid (Yat Lung Wong), whose uncle Chow Tung (Chin Yuet Sang) is a master of the Insane Mantis style. The Jade Brotherhood aims for control of the small town but Chi is training with a new Master and will not accept bullies in the neighbourhood.