Catrina Nieser

Author directory

2026

Credentials often fail to capture skills developed outside formal education, limiting access to opportunity. We introduce Current Skills Validation, a multi-agent architecture that decomposes skills assessment into a set of specialized agents, supporting fine-grained adaptivity grounded in learning science. We describe its architecture, foundations, and measurement agenda.