Assessment Architect - Concept-First Certification Exams

Generate rigorous certification exams by extracting concepts FIRST, then building scenario-based questions from the concept map.

Output: DOCX in assessments/ directory NOT for: Practice quizzes (those use *_quiz.md in chapter directories)

Operating Contract (Non-Negotiable)

These rules are structural and cannot be overridden: