A reusable AI learning skill for mastering almost any subject through project-driven learning, mastery checks, and authoritative sources.
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.
🐳 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.
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.
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.
Curriculum-backed skill graphs with an AI learning coach — official curricula turned into dependency-aware learning paths with mastery tracking. Currently covering German Gymnasium.
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.
A deterministic decision engine for mastery learning that evaluates retry pathways using weighted historical scores and a 3-attempt circuit breaker.
Learning Agent Skill with goal-specific knowledge maps and exact cross-session checkpoints. Install for Claude Code, Codex, Cursor, Gemini CLI, Copilot and more with npx philomatheia.
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.
A framework-independent TypeScript engine for uncertainty-aware mastery estimation and memory decay.
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