A computer-implemented system for providing a skill level assessment of a developer of a given object, based on defects found in the object, includes: a processor configured for: receiving the object; obtaining at least one requirement associated with the object; obtaining at least one requirement associated with the developer of the object; finding defects in the object, based on the at least one requirement; mapping the defects found to a listing of actions; creating the skill level assessment of the developer using the mapped defects; and presenting the assessment to a user of the method. The system also includes a network interface, storage, and memory. In addition, logic stored in memory includes an obtain objects handler; a requirements assessment handler; a code analysis handler; a skill level handler; a report handler; and a development skill assessment database. Further, the assessment may be presented as a platform for internet content selection label associated with at least one web document related to the developer.