Disclosed embodiments relate to systems and methods for generating visual representations of scripts based on centralized security assessments. Techniques include identifying, at a centralized script execution resource in a network environment, a first script; performing a multidimensional analysis for a particular action of the first script based on at least: a service identity of the particular action, an action type of the particular action, and a target resource associated with the particular action; and providing a visual representation of a context of the particular action based on the multidimensional analysis, the visual representation expressing the service identity, the action type, and the target resource.