About
The Skills Proficiency Mapper is a specialized reasoning-activated tool designed for educators and developers building AI-native learning paths. It replaces subjective difficulty labels with measured, validated proficiency levels (A1-B2+) based on 40+ years of CEFR research and Bloom's taxonomy. By applying rigorous coherence tests and cognitive load analysis, the skill ensures that educational content follows a logical, non-regressive progression while maintaining measurable indicators for student assessment and curriculum integrity.
