Open-source · local-first

Learning that survives the chat.

Mastery Tutor turns a compatible AI agent into a teaching system with guided HTML lessons, practice, transfer checks, spaced review, and progress that stays in your own workspace.

More than a long answer.

One local classroom

Lessons, feedback, references, and progress stay organized in an inspectable HTML workspace.

Evidence before mastery

Understanding is checked through independent retrieval, application, transfer, and delayed review.

Hints without leakage

Retries keep the original task and earliest error while revealing only the next useful hint.

Progress across sessions

The learner owns the `.mastery/` record; no hosted account or remote database is required.

Purpose-built labs

A second cooperating Skill creates code exercises, simulations, visual explanations, and accessible fallbacks.

Honest compatibility

Packaging, engine behavior, live-agent behavior, usability, and learning outcomes are reported as separate evidence levels.

Real Mastery Tutor feedback classroom showing a retry and staged hint

One-prompt install

Give the repository to your agent.

Install Mastery Tutor from https://github.com/fanfanfanfanfan626/mastery-tutor. Read AI_INSTALL.md first, detect the current host, install both required Skills, preserve every .mastery learner workspace, and do not claim success until that host's verification steps pass.

Codex uses the complete plugin adapter. Other compatible Agent Skills hosts install `mastery-coach` and `mastery-tool-creator` together.

Release status: source version 0.5.0 is a release candidate. The latest tagged release is v0.4.1 under the former Mastery Learning identity. Version 0.5.0 will be tagged only after its required live-conversation evidence gate passes.

本地优先掌握式学习导师

对话结束,学习进度还在。

Mastery Tutor 把引导式 HTML 课程、动手练习、迁移检验、间隔复习和可检查的学习记录放进同一套工作流。学习数据留在你选择的本地工作区,不需要注册远程账号。

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