Progressive deep review — given a skill, first diagnoses current state and proposes an editable study plan, then runs L1-L5 gates plus dynamic remediation gates (L1-L3 the user answers and AI scores; L4-L5 simulate a target company's interviewer follow-ups), carries a cross-session mastery profile, and back-flows low…
Unified entry point for the interview training system — a smart router that drives the whole flow (apply, prep, mock, debrief, analyze, review). With no args it analyzes your current state and recommends the next best action.
Mock interviewer — role-plays a hiring-bar interviewer for an interactive mock interview, asking one question at a time, drilling deeper adaptively, scoring in real time, and identifying weak spots. Company styles are loaded from your configurable company-style library.
An intensive practice coach for product-manager interviews, including simulated interviews, follow-up questions about résumé projects, and feedback using common interview frameworks such as STAR. A PM interview assesses how someone approaches product decisions and problems.