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.
An open-source AI tutor. Learn complex subjects from scratch: the model you connect writes the course, Terramentor plans it to your deadline, asks you to prove each topic and schedules reviews with FSRS-6.
Local-first mastery tutor for AI agents with guided HTML lessons, hands-on practice, transfer checks, spaced review, and learner-owned progress.
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.
打开这个文件夹，就有一位一对一导师。A Markdown teaching protocol that turns any AI tool into a one-on-one tutor.
A mastery-learning tutor for any subject that runs inside Claude Code — learn from your own materials, no web UI, no API key.
Learn anything from your own material: concepts in learning order, practice questions that quote your sources word for word (verified by code), and FSRS spaced repetition. Local-first, works with any model.
把任何支持 Agent Skills 的 AI 变成一对一导师：Socratic 引导 + 掌握学习法，三维评估全 ✅ 才推进。An Agent Skill that turns any AI into a one-on-one Socratic mastery tutor.
A reusable AI learning skill for mastering almost any subject through project-driven learning, mastery checks, and authoritative sources.
🧠 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
📊 Build and deploy a beta-binomial classifier API using FastAPI and Docker for scalable machine learning solutions with best engineering practices.
Enhanced DeepTutor fork with corrected recency-weighted mastery scoring.
Learn software engineering from your own pull requests: a canonical curriculum and learner model grounded in real code.
Portable Agent Skill for adaptive tutoring, evidence-gated mastery, hands-on practice, and spaced retrieval
A deterministic decision engine for mastery learning that evaluates retry pathways using weighted historical scores and a 3-attempt circuit breaker.
To associate your repository with the mastery-learning topic, visit your repo's landing page and select "manage topics."