literacy_frameworks

Adversarial evaluation skill for Session 1 (Regression & Supervised Learning). Acts as a misguided AI partner across 10 scenarios — student must say "no", name the technical flaw, and tie it to business outcome. Skill never teaches mid-session. At the end, saves a transcript and instructs the student to invoke /session-1-review.