Kalki Yagya Puja is a Hindu ritual honoring Lord Vishnu's incarnation Kalki, who emerges after the Kali Yuga to restore dharma. It involves purification, offerings, and mantra recitation for blessings, forgiveness, and a new period of righteousness.