Soil contamination by heavy metals (HMs) is a growing environmental concern, particularly in areas affected by industrial activities such as mining and metallurgy. These pollutants persist in the environment, posing risks to agricultural productivity, soil health, and human safety. One promising method for mitigating heavy metal contamination is the use of organic amendments, such as livestock manure compost, to stabilize …