leetcode-teacher

Socratic questioning guides you through LeetCode problems using progressive hints and structured recall instead of revealing solutions. It breaks problems into six sections: Layman Intuition, Brute Force, Optimal Solution, Alternatives, Pattern Recognition, and Interview Tips.

You practice coding problems with tiered hints that incrementally guide you toward the solution. The skill enforces progressive hints and Socratic prompts, ensuring you decompose the problem and reach the optimal solution independently before reviewing alternatives and interview tips.

Yes, you can use it for data structure and algorithm recall drills across unseen problems. It tracks your learner state using memory principles and cross-problem recall workflows, prompting you to retrieve and apply patterns from previously solved algorithmic problems.

Yes, this Socratic coding mentor supports machine learning implementations alongside algorithmic problems and data structures. It applies the same structured teaching, progressive hints, and recall drills to ML implementations as it does to standard LeetCode-style interview questions.

The best way to learn coding interview patterns for retention is through structured recall workflows and persistent learner memory. This Socratic approach uses memory principles to track your state, cross-references unseen problems, and reinforces pattern recognition across multiple sessions.