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.
Local-first mastery tutor for AI agents with guided HTML lessons, hands-on practice, transfer checks, spaced review, and learner-owned progress.
🧠 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
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.
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.
TypeScript/Python CLI and library for BKT and IRT learner mastery scoring from response event logs.
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.
Production-ready API for classifying student mastery levels (Attempted, Familiar, Proficient) using Bayesian Beta-Binomial models with uncertainty quantification.
Evidence-guided Agent Skill for entering unfamiliar fields and building durable mastery
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.
AI-assisted adaptive learning platform that converts lesson content into progressive assessments, identifies skill gaps, and advances learners through demonstrated mastery.
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