Transforming Claude Code into a Strict AI Interview Mentor

Standard AI assistants often prioritize pleasing the user over actual learning progress, resulting in shallow retention. By utilizing Claude Code's persistent memory and programmable rules, users can build a system that enforces active recall and rigorous knowledge verification. This approach demonstrates how CLI-based AI tools can evolve into specialized, goal-oriented performance coaches.