Shami was attacked by the same cleric for not observing fast during the Champions Trophy.
The visual of Shami consuming an energy drink during the match, which took place in the holy month of Ramzan, became a topic of debate on social media.
It also prompted the national president of the All India Muslim Jamaat, Maulana Shahabuddin Razvi Barelvi, to label Shami as a "criminal".
On Saturday (March 15), the same cleric targeted Shami’s daughter for indulging in the Holi celebrations, calling it "illegal" and "against Shariat".
"She is a small girl … If she plays Holi without understanding (it), then it is not a crime," Razvi said in a video statement.
"If she is sensible and still plays Holi, then it will be considered against Shariat," he added.
Razvi said he had advised Shami to follow the tenets of Islam earlier as well. Despite that, a video of his daughter celebrating Holi went viral on social media.
"I have appealed to Shami and his family members … Whatever is not in Shariat, do not let your children do it. Holi is a very big festival for Hindus but Muslims should avoid celebrating Holi. If someone celebrates Holi even after knowing Shariat, it is a crime," he said.
The cleric also congratulated the Indian cricket team for its triumph in the ICC Champions Trophy.
"I congratulate Team India's captain, all the players, and Mohammad Shami from the bottom of my heart on their success," he said.
Shami played a key role in India’s triumphant Champions Trophy campaign, returning with nine wickets from five matches, including the figures of 3/48 in the semi-final against Australia.
(With PTI Inputs)