Code learning tool

The tool provides topic-specific explanations and scaffolded practice prompts for learners. It accepts inputs such as topic, language, and difficulty, then generates an explanation of core concepts and a sequence of practice tasks designed to reinforce understanding.
Conceptually, it uses rule-based templates: for each topic-language-difficulty triad, it maps to concept outlines, example prompts, and hints. The output includes an explanation, a step-by-step plan, and question sets with hints, enabling self-paced study.
Who benefits: self-learners, students in intro CS, tutors preparing exercises, and instructors requiring consistent practice tasks. Unique value: language-aware templates, cognitive scaffolding, and a focus on practice rather than code execution. Core features include required inputs, optional code_sample, known_concepts, time_budget, and advanced features like adaptive hints and multi-language templates.
Use cases include learning data structures in Python, understanding closures in JavaScript, and practicing recursion across languages. Exports of learning logs support progress tracking. The tool differentiates itself by template-driven explanations, scalable difficulty, and emphasis on learning clarity over execution realism.