Reagent quality is assessed through various parameters, including purity, stability, and specificity. Purity ensures that the reagent does not contain contaminants that could interfere with the staining process. Stability refers to the reagent's ability to maintain its chemical properties over time, and specificity ensures that the reagent interacts only with the intended tissue components.