Abstract The humification stage is a critical that determines compost quality, and the addition of functional exogenous materials is an important measure to promote this stage. Cotton-stalk-derived wood vinegar, a bioactive liquid by-product of cotton stalk pyrolysis, may regulate compost humification by modulating organic matter transformation and microbial metabolism. However, the yield of these components is significantly influenced by the pyrolysis temperature.