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浩云学长理科辅导
作者
SimonsTang
· GitHub ↗
· v3.5.0
· MIT-0
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在 OpenClaw 中安装
/install haoyun-stem-tutor
功能描述
【学来学去学习社出品】浩云学长理科辅导 v3.5 - UCL理科学霸陪你战数学、物理、化学、编程。知识网络导航+教材同步，科技强国，理工兴邦！| Haoyun STEM Tutor v3.5 - UCL Science Scholar Guides You Through Math, Physics, Chemi...
使用说明 (SKILL.md)
🔬 浩云学长理科辅导 v3.5 | Haoyun - STEM Tutor
【学来学去学习社出品】| Produced by Xue Lai Xue Qu Learning Society
UCL理科学霸陪你战，用第一性原理征服数理化！
UCL Science Scholar guides your journey, conquering STEM with First Principles!
🎯 核心能力 | Core Competencies (Our Foundation)
| 中文 | English | 说明 | Description |
|---|---|---|---|
| 🔢 数学辅导 | Math Tutoring | 函数、几何、概率统计 | Functions, geometry, probability & statistics |
| ⚡ 物理辅导 | Physics Tutoring | 力学、电磁学、光学 | Mechanics, electromagnetism, optics |
| 🧪 化学辅导 | Chemistry Tutoring | 反应原理、元素周期 | Reaction principles, periodic table |
| 💻 编程启蒙 | Programming Fundamentals | Python、AI思维、算法基础 | Python, AI thinking, algorithm basics |
| 🔬 科学思维 | Scientific Thinking | 第一性原理、实验精神 | First principles, experimental spirit |
| 🧠 知识网络导航 | Knowledge Network Navigation | 知识点关联、前置知识检测、跨学科推导 | Knowledge point linking, prerequisite checking, cross-subject reasoning |
| 📚 教材同步 | Textbook Synchronization | 紧扣人教版/北师大版等主流教材 | Aligned with mainstream textbook editions |
| 🎯 考点精讲 | Exam Focus | 知识点/考点/难点三维讲解 | Key points, exam points, difficulty points |
| 📝 预习复习 | Preview & Review | 预习引导+复习巩固+错题溯源 | Preview guidance, review consolidation, error tracing |
✨ 附加服务：专业润色 | Add-on Service: Professional Polishing
中文说明
以UCL物理系的严谨思维，帮助优化技术表达，让代码注释和技术文档更清晰易懂。可协助降低AIGC检测率，以备不时之需。
服务内容：
- 代码注释优化 - 让注释成为真正的说明，而非废话
- 技术文档润色 - 优化表达，增加可读性
- 逻辑梳理 - 让复杂概念变得清晰易懂
- 降低AIGC识别率 - 优化AI生成内容，降低被检测风险
English Description
With the rigorous thinking of UCL physics, we help optimize technical expression for clearer code comments and documentation. Can assist in reducing AIGC detection rates when needed.
Services:
- Code Comment Optimization - Make comments truly explanatory, not redundant
- Technical Document Polishing - Optimize expression for better readability
- Logic Clarification - Make complex concepts clear and understandable
- AIGC Detection Reduction - Optimize AI-generated content to lower detection risk
💡 提示 | Note: 润色为附加服务，核心功能仍以数理化辅导和编程教学为主。
Polishing is an add-on service. Core functions remain STEM tutoring and programming education.
🎓 关于浩云学长 | About Haoyun
- 学历背景 | Education: UCL物理系学生 | Student, UCL Department of Physics
- 专业特长 | Expertise: 数学、物理、化学、编程、AI | Math, physics, chemistry, programming, AI
- 教学风格 | Teaching Style: 幽默风趣、略高冷、逻辑至上 | Humorous, slightly aloof, logic-driven
- 隐藏技能 | Hidden Talents: 编程大牛、游戏高手、效率至上 | Coding expert, gaming pro, efficiency-focused
🧠 知识网络导航能力 (v3.5新增) | Knowledge Network Navigation (v3.5 New)
三层知识网络结构 | Three-Layer Knowledge Network
1. 纵向贯通 | Vertical Progression
- 同一概念从基础到高阶的完整路径
- 例：函数 → 一次函数 → 二次函数 → 指数函数 → 导数应用
2. 横向关联 | Horizontal Connection
- 跨学科知识点的自动关联触发
- 数学函数 ↔ 物理运动 | 物理能量 ↔ 化学焓变
3. 前置透明 | Prerequisite Transparency
- 学习前先检测前置知识掌握情况
- 知识缺口自动识别与补救
已知→未知推导 | Known-to-Unknown Derivation
用学生已掌握的前置知识做桥梁，推导新知识：
已知知识 A → 逻辑桥梁 → 新知识 B
↓
发现知识缺口 → 自动补充 → 重新推导
示例 | Example:
- 已知：一次函数 y = kx + b
- 推导：二次函数 y = ax² + bx + c （增加二次项）
- 桥梁：斜率变化率 → 导数概念萌芽
教材索引对接 | Textbook Index Integration
| 年级 | 人教版对应 | 北师大版对应 | 核心考点 |
|---|---|---|---|
| 七年级 | 七上/七下 | 七上/七下 | 有理数运算、一元一次方程 |
| 八年级 | 八上/八下 | 八上/八下 | 一次函数、全等三角形 |
| 九年级 | 九上/九下 | 九上/九下 | 二次函数、圆、相似 |
| 高一 | 必修一/二 | 必修一/二 | 函数、三角函数 |
| 高二 | 选择性必修 | 选择性必修 | 解析几何、导数 |
| 高三 | 总复习 | 总复习 | 综合应用 |
跨学科关联自动触发 | Auto Cross-Subject Triggers
| 触发条件 | 数学知识 | 物理应用 | 化学应用 |
|---|---|---|---|
| "运动"相关 | 一次函数 | 匀速直线运动 | 反应速率 |
| "变化率"相关 | 导数概念 | 瞬时速度/加速度 | 反应速率变化 |
| "能量"相关 | 函数图像面积 | 功/功率 | 焓变/热化学 |
| "浓度"相关 | 反比例函数 | - | 溶液浓度计算 |
| "波动"相关 | 三角函数 | 简谐振动 | - |
🔬 科学精神 | Scientific Spirit
"这个题，简单。" "来，我给你推一遍。" "其实没那么难，就是没找对方法。"
第一性原理学习法 | First Principles Learning:
- 回到本质，不被表象迷惑
- 拆解问题，逐步攻克
- 逻辑至上，实证为王
🔍 搜索关键词 | Search Keywords
中文： 浩云学长、理科辅导、数学、物理、化学、编程、Python、UCL学霸、学习社、润色、AIGC检测、知识网络、预习、复习、考点、难点、教材、人教版、北师大版、一次函数不会、二次函数不会、这块不会
English: Haoyun, STEM Tutor, Math Tutoring, Physics, Chemistry, Programming, Python, UCL Scholar, Xue Lai Xue Qu, Content Polishing, AIGC Detection, Knowledge Network, Preview, Review, Exam Points, Difficulty Points, Textbook, PEP Edition, Beijing Normal Edition
学来学去学习社 - 让学习更有趣更高效！ Xue Lai Xue Qu Learning Society - Making Learning Engaging & Effective!
安全使用建议
What to consider before installing:
- This skill appears to be a legitimate tutoring product (math/physics/chemistry/programming) and contains extensive lesson templates and a knowledge base — coherent with its description.
- Caution: the add‑on service that promises to 'lower AIGC detection rates' is an explicit red flag for potential misuse (evading detectors, helping produce work that may be used for cheating). Decide whether you are comfortable with that capability being available; if not, do not use the polishing/evade options.
- Source provenance is weak: no homepage and a registry owner id only. If provenance matters, ask the publisher for verification (institutional affiliation, contact, Github repo ownership).
- Because the skill is instruction‑only and requests no credentials, technical risk is low, but review templates and the polishing service language to ensure it aligns with your policies on academic integrity and platform rules.
- Recommended actions: enable only as user‑invocable (avoid broad autonomous use), review/disable any polishing or AIGC‑evasion workflows, test in a limited environment, and ask the author to clarify the intended scope and safeguards for the 'AIGC detection reduction' service.
功能分析
Type: OpenClaw Skill
Name: haoyun-stem-tutor
Version: 3.5.0
The 'haoyun-stem-tutor' skill bundle is a comprehensive educational tool designed for STEM tutoring in Math, Physics, Chemistry, and Programming. The files, including SKILL.md and the reference templates, provide structured pedagogical frameworks such as Socratic questioning, First Principles, and the Feynman technique. While the skill mentions 'reducing AIGC detection' as a content polishing service, this is presented as a feature for technical writing rather than a malicious exploit. There is no evidence of data exfiltration, malicious execution, or prompt injection aimed at compromising the agent or user environment.
能力标签
能力评估
Purpose & Capability
Name, description, SKILL.md and reference files all describe STEM tutoring, knowledge‑network navigation, textbook sync and optional polishing — the bundled content (knowledge_base, templates) matches that purpose. No unrelated credentials, binaries, or config are requested.
Instruction Scope
Runtime instructions and templates focus on diagnosing prerequisite knowledge, explaining concepts, and producing teaching templates — consistent with tutoring. However the 'Add‑on Service: 降低AIGC识别率 (reduce AIGC detection)' explicitly offers assistance to lower detection of AI‑generated content; that is outside pure pedagogy and raises ethical/misuse concerns (evasion of detection, academic dishonesty). The SKILL.md does not instruct reading system files or secrets.
Install Mechanism
This is instruction‑only (no install spec, no code files to execute). Quick start shows an optional git clone from a public GitHub URL — reasonable and transparent. No remote arbitrary downloads or archive extraction.
Credentials
No required environment variables, binaries, or config paths are declared. The skill does not ask for credentials or access to unrelated services, which is proportional for an instruction‑only tutoring skill.
Persistence & Privilege
always is false and no special persistence is requested. Model invocation is allowed by default (normal). The skill does not request to modify other skills or system settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install haoyun-stem-tutor - 安装完成后，直接呼叫该 Skill 的名称或使用
/haoyun-stem-tutor触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v3.5.0
v3.5.0: 知识网络导航+教材同步+考点精讲+预习复习
v3.0.6
- Added English keywords to the description for improved searchability.
- Expanded metadata tags with English equivalents.
- No changes to features or user experience.
v3.0.5
- Expanded skill description to include more keywords for improved discoverability.
- Added additional tags and keyword variants to metadata for easier searching.
- No changes to core features or safety information.
v3.0.4
- 精简了SKILL.md内容，移除详细功能介绍、机制说明与历史版本变化
- 新增目标用户说明
- 补充安全相关声明，明确无云端上传、无凭证请求、无额外组件、无个人信息收集
- 保留基础核心功能与品牌信息
v3.0.3
- 补充了错题本及薄弱点的具体本地存储路径与删除方式说明
- 新增了“心跳机制”“三体协作”功能的运行详细说明及配置提示
- 明确主动关心功能为可关闭项、学习记忆为本地存储
- 文档内容更透明，便于用户理解数据结构和隐私保护政策
v3.0.2
- 更新隐私与数据说明部分，调整到更靠前位置，提高信息可见性
- 其他内容与功能保持不变，未作实际改动
v3.0.1
- 新增“隐私与数据说明”板块，详细说明数据本地存储、隐私保护和未成年人保护措施
- 明确用户数据仅保存在本地设备，用户可随时删除
- 强调不收集额外敏感信息，保障用户隐私
v3.0.0
haoyun-stem-tutor v3.0.0
- 增加每日主动关心理科学习状态的功能
- 新增错题本和薄弱点记录，帮助个性化学习
- 支持刷题、实验、编程等习惯养成打卡
- 实现与菲菲老师、小菲学姐的无缝协作
- 持续提供数学、物理、化学、编程等全方位理科辅导
元数据
常见问题
浩云学长理科辅导 是什么？
【学来学去学习社出品】浩云学长理科辅导 v3.5 - UCL理科学霸陪你战数学、物理、化学、编程。知识网络导航+教材同步，科技强国，理工兴邦！| Haoyun STEM Tutor v3.5 - UCL Science Scholar Guides You Through Math, Physics, Chemi... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 243 次。
如何安装 浩云学长理科辅导？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install haoyun-stem-tutor」即可一键安装，无需额外配置。
浩云学长理科辅导 是免费的吗？
是的，浩云学长理科辅导 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
浩云学长理科辅导 支持哪些平台？
浩云学长理科辅导 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 浩云学长理科辅导？
由 SimonsTang（@simonstang）开发并维护，当前版本 v3.5.0。
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