A reusable AI learning skill for mastering almost any subject through project-driven learning, mastery checks, and authoritative sources.
🐳 AI 驱动的开源交互式学习引擎
Homestead turns the open Marble Skill Taxonomy (~1,590 connected micro-topics across 8 subjects, wired by ~3,221 prerequisites) into a clear learning path where every idea is truly mastered before the next begins, and the whole experience adapts to your child.
A file-based AI tutor template for mastery learning, active recall, and spaced repetition.
Curriculum-backed skill graphs with an AI learning coach — official curricula turned into dependency-aware learning paths with mastery tracking. Currently covering German Gymnasium.
🧠 Persona Mentor Engine (PME) — A private, local-first AI workspace that clones the intellectual DNA of any real-world expert, trains you Socratically, tracks mastery across sessions, and issues in-character certifications via OpenRouter + LangGraph
Enhanced DeepTutor fork with corrected recency-weighted mastery scoring.
A deterministic decision engine for mastery learning that evaluates retry pathways using weighted historical scores and a 3-attempt circuit breaker.
Adaptive mastery learning app for early readers, math, and coding. Vanilla JS PWA with placement diagnostics, attempt logger, daily-path generator, mastery engine, and parent dashboard.
AI-powered tutoring platform with checkpoint-based learning, adaptive assessment, and Feynman Technique simplification using LangGraph and Ollama
TypeScript/Python CLI and library for BKT and IRT learner mastery scoring from response event logs.
Production-ready API for classifying student mastery levels (Attempted, Familiar, Proficient) using Bayesian Beta-Binomial models with uncertainty quantification.
A Claude Code plugin that turns Claude into an evidence-based tutor - personalized syllabus, mastery-gated lessons, quizzes, exams, and spaced-repetition review, on any subject. Every teaching rule cited to research.
Evidence-guided Agent Skill for entering unfamiliar fields and building durable mastery
Mastery-based German learning framework. MENTOR + protocolo de estudo + roadmap por nível CEFR. Inspirado no FATHOM.
FactFlow is a multiplication fluency app for students. It gives timed practice, adapts to each learner's progress, tracks mastery by fact, shows streaks and speed, celebrates milestones, and syncs across devices via Google Drive.
A reusable AI learning skill for mastering almost any subject through project-driven learning, mastery checks, and authoritative sources.
📊 Build and deploy a beta-binomial classifier API using FastAPI and Docker for scalable machine learning solutions with best engineering practices.
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