# MKN-018-LAB1

Offline deterministic lab for Career Role-to-Skill Evidence Map v1. Run `python run_checks.py`. All data are synthetic. No network, live vacancy scraping, employment decision, real applicant data or production learner mutation. Baseline ceiling is `REVIEW_REQUIRED`.