Fluent – ​​Claude Code 및 기타를 위한 AI 언어 학습 키트

The AI Language Learning Kit for Claude Code and others A comprehensive set of rules, guidance, and intelligent tracking systems that transform Claude Code into your personal language tutor. Master any language through adaptive practice powered by proven cognitive science—spaced repetition, active recall, and progress tracking that learns from you. language.learning.claude.code.mp4 - Claude Code installed - A Claude Code subscription - Basic understanding of command line - A desire to learn a new language! 🌟 - Download or Clone the repository: You can either download the ZIP file and extract it, or clone it using git: git clone https://github.com/m98/fluent.git cd fluent - Start Claude Code: claude - Run the setup command: /setup - Answer a few questions: - What's your name? - What language do you want to learn? - What's your current level? - What's your target level? - How much time can you dedicate daily? - Start learning: /learn That's it! Your AI tutor is ready and knows everything about your goals. Most language learning apps fail because they're built for engagement metrics, not actual learning. This system is different. 1. Zero Distractions, Pure Focus - ❌ No ads interrupting your flow - ❌ No gamification gimmicks designed to waste your time - ❌ No unreliable fancy UI that breaks - ✅ Just you, the language, and an AI that adapts to your needs 2. Infinitely Adaptable Intelligence - 🧠 Want to practice job interview phrases? Just ask. - 🧠 Need help with a specific grammar rule? It explains it. - 🧠 Want to focus on restaurant vocabulary? It creates exercises instantly. - 🧠 You're in control. The AI does exactly what you need, when you need it. 3. Your Private, Smart Tutor - 📊 Tracks everything - Every answer, every mistake, every improvement - 🔄 Learns about YOU - Knows your weak patterns and strengths - 📈 Adapts to YOU - Adjusts difficulty based on your performance - 🔒 Private - All data stays on your machine, no external tracking - 🎯 Personal - Like having a tutor who knows your exact level and learning style The Result? A learning system that feels like a conversation with an expert friend who remembers everything, tracks your progress scientifically, and makes learning actually enjoyable. This is a comprehensive, open-source language learning system that transforms Claude Code into your personal AI language tutor. The system uses evidence-based learning methodologies including: - Spaced Repetition (SM-2 algorithm) - Review at optimal intervals - Active Recall - Test yourself before seeing answers - Adaptive Difficulty - Always challenging, never frustrating - Comprehensive Tracking - Every answer tracked and analyzed - 🎯 Multi-Language Support - Learn any language (French, Spanish, German, Japanese, Korean, Arabic, Dutch, etc.) - 📊 Comprehensive Tracking - Automatic progress monitoring with detailed statistics - 🧠 Spaced Repetition - SM-2 algorithm schedules reviews just before you forget - 🎮 Gamification - Streaks, achievements, mastery levels (0-5 stars) - 🔄 Adaptive Difficulty - Automatically adjusts to your performance (targets 60-70% success rate) - 📝 Multi-Modal Practice - Writing, speaking, vocabulary, reading, listening - ⚡ Immediate Feedback - Clear explanations with every correction - 🎨 Interactive Sessions - One question at a time, conversational feel - 📈 Progress Visualization - Detailed statistics and trend analysis - 💾 Automatic Backups - Hooks ensure your data is always safe Every practice session follows this intelligent cycle: | Step | What Happens | Why It Matters | |---|---|---| | 1. You Practice | Answer a question in your target language | Active recall forces your brain to retrieve information | | 2. AI Analyzes | System evaluates your response instantly | Identifies exactly what you got right or wrong | | 3. Get Feedback | Clear explanation of mistakes + correct version | Learning happens when you understand WHY | | 4. System Tracks | Updates 4 databases automatically | Remembers your weak spots and strengths | | 5. Adapts | Next question matches your current level | Always challenging, never frustrating | What Gets Tracked: - ✅ Error Patterns - Which grammar/vocab you struggle with - ✅ Mastery Levels - Your skill rating (0-5 stars) for each topic - ✅ Review Schedule - When to review based on SM-2 algorithm - ✅ Progress Stats - Accuracy trends, streak days, total practice time This system implements proven learning science: 1. Active Recall - You retrieve from memory before seeing answers - 🔬 Research shows: 2-3x better retention than passive review 2. Spaced Repetition (SM-2 Algorithm) - Reviews appear just before you forget - 🔬 Research shows: Prevents forgetting curve, optimizes long-term retention 3. Immediate Feedback - Mistakes corrected within seconds - 🔬 Research shows: Faster learning when feedback is immediate 4. Interleaving - Mix topics to prevent drilling fatigue - 🔬 Research shows: Better discrimination and long-term retention 5. Comprehensible Input (i+1) - Conte