Learning-continuity engine for math面向数学的学习连续性引擎

Class may pause.
Learning does not.
停课不停学,
数学不断档。

停课不停学,数学不断档。 Class may pause. Learning does not.

Travel, competitions, moves, schedule clashes — none of them should break a student's math streak. NGU Math keeps skills warm during any break and brings students back resume-ready, not restarting from zero. 旅行、比赛、搬家、时间冲突——这些都不该让数学学习断掉。NGU Math 在任何暂停期间保持技能不退步,让学生回归时接续就绪,而不是从零开始。

Currently in early access. An educational learning tool — a support for teachers and curriculum, not a replacement.目前为早期体验阶段。这是一款教育学习工具,用于辅助老师与课程,而非替代。

Three learning modes三种学习模式

One continuous line, whatever life brings无论生活怎么变,学习是一条连续的线

NGU Math moves between three modes so a break becomes a gentle slowdown instead of a hard stop.NGU Math 在三种模式间平滑切换,让"暂停"变成温和的减速,而不是硬性中断。

📘 ACTIVE

Active learning主动学习

Full-pace progress: daily core tasks, skill drills, and regular check-ins. The Continuity Score tracks momentum and keeps it high.全速推进:每日核心任务、技能训练、定期评测。连续性分数追踪学习势头并保持在高位。

≈ 45–60 min/day · full course progression每日约 45–60 分钟 · 完整课程推进
🌙 PAUSE with NGU

Pause, without stopping停课不停学

Travel, a competition, family time — life doesn't pause learning. A lighter maintenance plan keeps the mathematical mind active and prevents a break in the chain.旅行、比赛、家庭事务——生活不会为学习按下暂停键。更轻量的维持计划让数学思维保持活跃,防止链条断裂。

≈ 15 min/day · skills held, not lost每日约 15 分钟 · 技能维持不退步
🚀 RESUME READY

Resume ready接续就绪

As the return date nears, NGU analyzes any gaps formed during the pause and builds a personalized re-entry plan — so students continue, not restart.临近回归日期,NGU 分析暂停期间形成的薄弱点,生成个性化的接续计划——让学生续接学习,而非重来。

Tailored review · smooth re-entry定制复习 · 平稳衔接回归
The continuity cycle连续性循环

From pause to resume, step by step从暂停到接续,一步一步

1

Active learning主动学习

Daily core tasks, quizzes, and review keep the Continuity Score high.每日核心任务、测验与复习,让连续性分数保持在高位。

2

A pause is triggered触发暂停

A trip or event comes up. A parent or teacher submits an NGU pause request with dates and reason.出现旅行或活动,家长或老师提交带日期与原因的 NGU 停课申请。

3

NGU mode activates启动 NGU 模式

The system generates a light plan focused on skill maintenance for the pause window.系统为暂停窗口生成以技能维持为核心的轻量计划。

4

The student stays warm保持热度

Short, focused tasks keep the mathematical mind active and the score in the maintainable zone.短小而聚焦的任务让数学思维保持活跃,分数停留在可维持区间。

5

Gap analysis薄弱点分析

As the return date approaches, NGU analyzes any skill gaps formed during the pause.临近回归日期,NGU 分析暂停期间形成的薄弱点。

6

Resume ready接续就绪

Teachers get a Resume Panel with a recommended restart node, weak skills to review, and a re-entry plan.老师获得"接续面板":推荐的重启节点、需复习的薄弱技能,以及回归计划。

The core metric核心指标

Continuity Score

A single 0–100 number for how continuous a student's learning is — computed from real activity, not guesswork.用一个 0–100 的数字衡量学习的连续程度——由真实学习活动计算得出,而非凭空估计。

85–100Excellent优秀连续性Momentum is strong势头强劲
65–84Good, maintainable良好,可维持NGU mode holds thisNGU 模式可维持
40–64At risk有断档风险Needs attention需要关注
0–39Broken chain已断档Start a resume plan启动接续计划

How the score is built分数如何构成

Active days (last 14)活跃天数(近 14 天)30
Task completion rate任务完成率25
Average accuracy平均准确率20
Review completion复习完成率15
Recent-activity bonus近期活跃加成10
87Continuity ScoreExcellent优秀

Sample value, for illustration only示例数值,仅用于说明

What's inside产品内含

Built to keep learning honest and continuous为诚实且连续的学习而造

Every capability below is a real part of the product, not a promise.下列每项能力都是产品的真实组成部分,而非承诺。

🎯

Adaptive practice loop自适应做题闭环

Retrieval practice with answers graded locally — never by the model. Miss a problem and progressive hints scaffold the method. Difficulty adapts toward a ~70–80% success band.检索式练习,答案在本地判定——绝不交给模型判分。答错时逐级提示,搭建解题方法。难度自适应,瞄准约 70–80% 的正确率区间。

📈

Elo mastery graphElo 掌握度图谱

Practice moves a measured, concept-level mastery rating for a signed-in student — so "doing problems → mastery going up" is something you can actually see.对已登录的学生,做题会驱动可量化的概念级掌握度评分——让"做题 → 掌握度提升"真正看得见。

🔁

Spaced-repetition review间隔重复复习

An FSRS-based review schedule resurfaces earlier skills at the right moment, so a pause doesn't quietly erase what was already learned.基于 FSRS 的复习排程,在恰当时机重现已学技能,让暂停不会悄悄抹去已经学会的内容。

🤖

AI math tutorAI 数学辅导

A topic-aware tutor across pre-algebra, Algebra 1 & 2, geometry, and SAT math — for explanation and method, while answer-checking stays deterministic.覆盖预备代数、代数 1/2、几何与 SAT 数学的按主题辅导——负责讲解与方法,而答案校验保持确定性判定。

🗺️

Course map & progress课程地图与进度

Students see the path ahead, their weekly tasks, and an error-review page that turns mistakes into targeted practice.学生可看到前方路径、每周任务,以及把错误转化为针对性练习的错题复习页。

🧭

Teacher Resume Panel老师接续面板

After a pause, teachers get a recommended restart node, the weak skills to review first, and a re-entry plan — plus a roster view of every student's continuity status.暂停结束后,老师获得推荐的重启节点、需优先复习的薄弱技能与回归计划——并可在名册中查看每位学生的连续性状态。

Who it's for适合谁

Students, teachers, and parents — on one continuous line学生、老师、家长——在同一条连续的线上

📚

Students学生

Keep learning math wherever you are. Track your own progress and hold your momentum through any break.无论身在何处都能继续学数学。追踪自己的进度,在任何暂停中守住势头。

👩‍🏫

Teachers老师

See every student's continuity status at a glance, approve pause requests, and get a ready-made resume plan when they return.一眼掌握每位学生的连续性状态,审批停课申请,学生回归时获得现成的接续计划。

👨‍👩‍👧

Parents家长

Weekly reports show how your child is doing, and requesting an NGU pause for a trip or event takes a minute.每周报告让你了解孩子的状态,为旅行或活动申请 NGU 暂停只需一分钟。

Never give up. Never break the chain.永不放弃。链条不断。

NGU Math is in early access. Tell us about your student or classroom and we'll set up a plan together.NGU Math 正处于早期体验阶段。告诉我们你的孩子或班级情况,我们一起制定计划。

Request early access申请早期体验
A note on scope.关于适用范围的说明。 NGU Math is an educational learning tool intended to support students, teachers, and parents. It is for education and learning support — not medical, psychological, or clinical advice — and it complements, rather than replaces, a qualified teacher and a formal curriculum. NGU Math 是一款用于支持学生、老师与家长的教育学习工具。它用于教育与学习辅助——不构成医疗、心理或临床建议——并且是对合格老师与正式课程的补充,而非替代。