LIGHT HOPE Ecosystem · EducationLIGHT HOPE 生态 · 教育
Walk into every math lesson already prepared. 走进每一堂数学课之前，已经备好了课。
MathWin is an AI-assisted lesson-prep studio for math teachers, tutors, and serious self-learners. It turns a topic into a teachable five-minute lesson plan — bilingual, visual, and ready to deliver — then helps you rehearse, diagnose student errors, and stay consistent from class to class. MathWin 是一个面向数学教师、辅导老师与自学者的 AI 备课工作台。选定一个主题，它就生成一份可以直接开讲的五分钟教案——中英双语、配可视化演示——并帮助你练习试讲、诊断学生错题、保持课堂前后一致。
Motto: “Teach Smart. Speak Clear. Win Math.” — built for the realities of K-12 tutoring rooms, not the demo stage. 口号：“Teach Smart. Speak Clear. Win Math.”——为真实的 K-12 辅导课堂而造，不为演示舞台而造。
From topic to teachable lesson, in one sitting从一个主题，到一堂能开讲的课
The workflow mirrors how tutors actually prepare — understand, rehearse, visualize, correct.流程贴合辅导老师真实的备课路径——理解、试讲、演示、纠错。
Pick a topic选主题
Choose from a curriculum-mapped library spanning K-2 arithmetic to grade 9-12 algebra.从覆盖 K-2 算术到 9-12 年级代数的课程主题库中选择。
Generate the plan生成教案
The AI drafts a five-minute lesson: explanation, worked example, practice, and common pitfalls.AI 起草五分钟教案：讲解、例题、练习与常见易错点。
Teach with visuals配图开讲
Each topic links to Desmos and GeoGebra tools so abstract ideas land on a screen, not just a whiteboard.每个主题都关联 Desmos 与 GeoGebra 工具，让抽象概念在屏幕上直观呈现。
Diagnose & correct诊断纠错
Paste a student’s wrong answer; get a structured diagnosis and a standardized correction path.输入学生的错误答案，得到结构化诊断与标准化的纠正流程。
What MathWin actually doesMathWin 真正做的事
Four working capabilities, drawn directly from the product — nothing aspirational listed here.四项来自产品本体的真实能力——此处不列愿景，只列实作。
Five-minute lesson plans五分钟教案生成
Generate a compact, deliverable lesson for any topic and grade band — designed to be taught as-is, without an editing pass.针对任意主题与年级段生成紧凑、可直接授课的教案——目标是拿来就能讲，无需二次修改。
Core核心Interview quick-prep面试速备包
Preparing for a teaching demo or tutoring interview? Get a condensed briefing pack for the topic — key points, framing, and a demo-lesson skeleton.要参加试讲或辅导机构面试？一键生成主题速备包——要点、讲课框架与试讲骨架。
Core核心Error diagnosis错题诊断
Feed in a student’s incorrect answer and receive a diagnosis of the misconception plus a step-by-step correction script.输入学生的错误解答，得到对错误概念的诊断，以及逐步纠正的讲解脚本。
Core核心Bilingual by design生而双语
Topics and lesson content carry English and Chinese side by side — built for bilingual classrooms and teachers working across both languages.主题与教案内容中英并行——为双语课堂以及需要在两种语言间切换的老师而设计。
Built-in内建The topics library主题库
Seeded coverage today, mapped to common K-12 tutoring curricula. The library grows with the product.当前已内置的主题，对应常见的 K-12 辅导课程体系。主题库随产品持续扩充。
| Grade band年级段 | Topic主题 | Category类别 | Visual tool可视化工具 |
|---|---|---|---|
| K-2 | Addition & Subtraction加法与减法 | Basic Operations基础运算 | Desmos |
| 3-5 | Fractions分数 | Fractions分数 | Desmos |
| 3-5 | Decimals小数 | Decimals小数 | Desmos |
| 3-5 | Percentages百分数 | Percentages百分数 | Desmos |
| 6-8 | Ratios & Proportions比例 | Ratios比例 | Desmos |
| 6-8 | Coordinate Plane坐标平面 | Geometry几何 | Desmos Geometry |
| 9-12 | Linear Equations线性方程 | Algebra代数 | Desmos |
| 9-12 | Quadratic Functions二次函数 | Algebra代数 | Desmos |
This table reflects the topics actually seeded in the product database today — it is the real current coverage, not a projection.上表为产品数据库中当前真实内置的主题——是现状，不是预告。
Who it’s for为谁而做
K-12 tutors & center teachersK-12 辅导老师与机构教师
Teachers at math learning centers who prepare many short lessons a week and need each one consistent, visual, and ready on time.在数学辅导机构任教、每周要备大量短课的老师——每一课都要求一致、直观、按时就位。
Teacher candidates求职与试讲者
People interviewing for tutoring or teaching roles who need a demo lesson framed, rehearsed, and clearly spoken — fast.正在应聘辅导或教学岗位的人——需要在短时间内把试讲内容搭好框架、练熟、讲清。
Serious self-learners认真自学的人
Learners who study math by teaching it back — using generated lessons and error diagnosis to test their own understanding.用“讲出来”的方式学数学的人——借生成的教案与错题诊断，检验自己的真实理解。
Access & pricing获取方式与定价
MathWin is in active developmentMathWin 正在积极开发中
There is no published price list yet, and we won’t invent one here. The product is being piloted inside the LIGHT HOPE education portfolio; public access and pricing will be announced on this page when they are real.目前尚无公开价目表，我们也不会在这里编造一个。产品正在 LIGHT HOPE 教育产品线内部试用；公开开放与定价确定后，会第一时间在本页公布。
Interested in piloting MathWin at your tutoring center, or in following its progress?想在你的辅导机构试用 MathWin，或关注它的进展？
Get in touch与我们联系Honesty note. This page describes MathWin’s actual, implemented capabilities. It intentionally carries no user counts, ratings, testimonials, or partner logos — none exist yet at publishable quality, so none are shown. Claims here are limited to what the software does. 诚实声明。本页只描述 MathWin 已经实现的能力。页面刻意不含用户数、评分、用户评价或合作方标志——因为目前尚无可公开发布的此类数据，所以一概不展示。此处的陈述仅限于软件真实做到的事。
Education note. MathWin is a teaching-preparation and learning tool. Generated lesson plans and diagnoses are AI-assisted drafts for educational use; teachers should review content before classroom delivery. It is not a substitute for professional educational assessment. 教育用途声明。MathWin 是备课与学习辅助工具。生成的教案与诊断为 AI 辅助草稿，仅供教育用途；上课前请老师自行审阅。它不能替代专业的教育评估。
Contact. MathWin is part of the LIGHT HOPE ecosystem (project m469). To reach the team about pilots or early access, contact the LIGHT HOPE education team through your existing ecosystem channel; a public contact form will be added here when the waitlist opens. 联系方式。MathWin 属于 LIGHT HOPE 生态（项目编号 m469）。如需洽谈试用或早期使用，请通过既有的 LIGHT HOPE 生态渠道联系教育团队；候补名单开放后，本页将提供公开联系表单。