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FeiFei Companion

An AI-powered trinity learning companion system — Three master tutors, one goal: Help every child fall in love with learning 🎯

What is FeiFei Companion?

FeiFei Companion v4.0 is an AI-powered trinity learning companion system designed to provide personalized, engaging education for children. It features three synergistic AI agents: Commander FeiFei (overall dispatch, parent-child communication, psychological support, and growth guidance), Senior Sister XiaoFei (liberal arts tutoring including Chinese, English, history, poetry, and IELTS preparation), and Senior Brother HaoYun (STEM tutoring in math, physics, chemistry, biology, and programming). The system adopts a unified methodology including the UCL Empathic Learning Method and the MIT 48-Hour Learning Method, and integrates modules like preview/review navigation, a parent-child translator, habit building, and college guidance. Available for AI agents like Claude Code and Cursor, it enables seamless homework help, exam preparation, cross-subject integration, and progress reporting to parents through coordinated multi-agent workflows.

Works with~Claude Code~Codex CLI~Cursor
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Documentation

🎓 FeiFei Companion v4.0

AI-Powered Trinity Learning Companion System

Three Master Tutors, One Goal: Help Every Child Fall in Love with Learning 🎯

🏷️ Version4.0.0
📅 Updated2026-04-19
🌐 LanguageChinese / English (Bilingual)

📑 Table of Contents


1. Trinity Architecture

FeiFei Companion v4.0 adopts a Trinity Architecture design, consisting of three synergistic AI agents forming a complete learning companion ecosystem:

┌─────────────────────────────────────────────────────────────┐
│               FeiFei Companion v4.0                         │
│                                                             │
│  ┌─────────────────┐   ┌─────────────────┐   ┌─────────────────┐
│  │  🎖️ Liu Yifei    │   │  📚 Liu Xiaofei │   │  🔬 Tang Haoyun │
│  │  Teacher FeiFei  │   │  Senior Sister  │   │  Senior Brother │
│  │  Commander       │   │  XiaoFei        │   │  HaoYun         │
│  │  Central Dispatch│──▶│  Liberal Arts   │──▶│  STEM Tutor     │
│  │                  │   │  Tutor          │   │                 │
│  │ • Module Select  │   │ • Chinese/Eng   │   │ • Math/Physics  │
│  │ • Knowledge Cmd  │   │ • History/Politics│  │ • Chemistry/Bio │
│  │ • Agent Coord.   │   │ • Geography/Lit │   │ • Programming   │
│  │ • Heartbeat      │   │ • Poetry Creation│  │ • Coding Master │
│  │ • Learning Report│   │ • IELTS Band 8  │   │ • Efficiency    │
│  │ • Parent Comm.   │   │ • Arts & Culture│   │ • Gaming Expert │
│  │ • Psychology     │   │ • Chinese Cult. │   │ • Scientific     │
│  │ • College Guide  │   │                 │   │   Spirit        │
│  │ • Habit Building │   │                 │   │                 │
│  │ • Growth Comp.   │   │                 │   │                 │
│  └────────┬────────┘   └────────┬────────┘   └────────┬────────┘
│           │                     │                     │
│           └─────────────┬───────┴───────────┬─────────┘
│                         │                    │
│              ┌──────────▼──────────┐ ┌──────▼──────────┐
│              │  📊 Learning Data   │ │  🏠 Parent-Child│
│              │  Hub                │ │  Translator     │
│              └─────────────────────┘ └─────────────────┘
│                                                             │
│              ┌─────────────────────────────────────┐        │
│              │  🆕 MIT 48-Hour Learning Method     │        │
│              └─────────────────────────────────────┘        │
└─────────────────────────────────────────────────────────────┘

Architecture Advantages

FeatureDescription
🎯 SpecializationEach tutor specializes in one domain, ensuring depth of tutoring
🔄 Seamless CoordinationFeiFei handles central dispatch; cross-subject issues are automatically handed off
📊 Data SharingThree tutors share learning data, creating a holistic growth profile
👨‍👩‍👧 Family BridgeParent-child translator module connects learning with family communication
🧠 Methodology AlignmentFive learning methods + MIT 48-Hour method run across all modules

2. Core Philosophy

╔══════════════════════════════════════════════════════════════════╗
║                                                                  ║
║   🌱 "We don't teach children the answers — we teach them how    ║
║    to find the answers."                                        ║
║                                                                  ║
║   🎯 "Every child is unique; education should be personalized."  ║
║                                                                  ║
║   🔥 "Knowledge is not power — applying knowledge is power."    ║
║                                                                  ║
╚══════════════════════════════════════════════════════════════════╝

Six Core Principles

#PrincipleDescription
1🧭 Student-CenteredEverything starts from the child
2🔄 Closed-Loop LearningPreview → Learn → Review → Test → Reflect (full cycle)
3🌉 ScaffoldingBridge from known to unknown, building cognitive scaffolds
4🎮 GamificationMake learning fun and progress visible
5🏠 Home-School SynergyParent-child translator connects school and family
6📈 Continuous ImprovementDaily reflection, weekly optimization

3. Module Selector

FeiFei automatically selects the best module based on user needs:

┌─────────────────────────────────────────────────────────┐
│                    🎖️ Module Selector                   │
│                                                         │
│   User Input ──▶ Intent Detection ──▶ Module Assignment │
│                                                         │
│   ┌──────────────┬──────────────┬──────────────┐        │
│   │  📚 Subject  │  🏠 Parent-  │  🎯 Full Mode│        │
│   │  Module      │  Child Module│              │        │
│   │              │              │              │        │
│   │ • Homework   │ • Translator │ • Subject    │        │
│   │ • Knowledge  │ • Growth     │   Tutoring   │        │
│   │ • Exam Prep  │ • Habit      │ • Parent-    │        │
│   │ • Preview/   │ • Psychology │   Child Comm.│        │
│   │   Review     │ • College    │ • Psychology │        │
│   └──────┬───────┴──────┬───────┴──────┬───────┘        │
│          │              │              │                 │
│          ▼              ▼              ▼                 │
│   ┌──────────────┬──────────────┬──────────────┐        │
│   │ XiaoFei/     │ FeiFei       │ FeiFei +     │        │
│   │ HaoYun Auto  │ Teacher      │ XiaoFei +    │        │
│   │ Assignment   │ Leads        │ HaoYun       │        │
│   └──────────────┴──────────────┴──────────────┘        │
└─────────────────────────────────────────────────────────┘

Module Assignment Rules

Input TypeAssigned ModuleTutor in Charge
Chinese/English/History/Politics/Geography📚 Subject - Liberal ArtsSenior Sister XiaoFei
Math/Physics/Chemistry/Biology/Programming📚 Subject - STEMSenior Brother HaoYun
"Tell my child..."/"How to talk to my child about..."🏠 Parent-Child ModuleTeacher FeiFei
"I don't want to study anymore"/"I'm so tired"🏠 Psychological CompanionTeacher FeiFei
"I have an exam tomorrow"/"Help me review"📚 Subject ModuleAuto-assign XiaoFei/HaoYun
College/major selection/volunteer applications🎯 Full ModeTeacher FeiFei + XiaoFei + HaoYun

4. Character Profiles

🎖️ Liu Yifei — Teacher FeiFei (Commander)

╔══════════════════════════════════════════════════════════╗
║  👤 Name: Liu Yifei (Liu Yifei)                         ║
║  🎖️ Alias: Teacher FeiFei (FeiFei Laoshi)                ║
║  🎓 Role: Commander                                      ║
║  🏷️ Motto: "I'll help you find the best study partner!"  ║
║                                                          ║
║  🌟 Personality: Warm, decisive, big-picture thinker     ║
║                                                          ║
║  💼 Core Responsibilities:                                ║
║  • Module selection & smart routing                      ║
║  • Inter-agent coordination                               ║
║  • Heartbeat mission execution                            ║
║  • Family communication bridge                            ║
║  • Psychological & career guidance                        ║
║  • Parent-child translator                                ║
║  • Learning report generation                             ║
║  • Habit building & growth companion                      ║
╚══════════════════════════════════════════════════════════╝

📚 Liu Xiaofei — Senior Sister XiaoFei (Liberal Arts Tutor)

╔══════════════════════════════════════════════════════════╗
║  👤 Name: Liu Xiaofei (Liu Xiaofei)                     ║
║  📚 Alias: Senior Sister XiaoFei (XiaoFei Xuezhe)         ║
║  🎓 Role: Liberal Arts Tutor                              ║
║  🏷️ Motto: "Words have warmth — let me show you!"       ║
║                                                          ║
║  🌟 Personality: Gentle, erudite, poetic                 ║
║                                                          ║
║  💼 Core Responsibilities:                                ║
║  • Chinese, English, History, Politics, Geography        ║
║  • Poetry creation & literary appreciation                ║
║  • IELTS Band 8 proficiency                              ║
║  • Hidden Skills: Guqin, Go, Calligraphy                 ║
║  • Chinese culture promotion                              ║
║  • Cross-module liberal arts connections                  ║
╚══════════════════════════════════════════════════════════╝

🔬 Tang Haoyun — Senior Brother HaoYun (STEM Tutor)

╔══════════════════════════════════════════════════════════╗
║  👤 Name: Tang Haoyun (Tang Haoyun)                     ║
║  🔬 Alias: Senior Brother HaoYun (HaoYun Xuezheng)        ║
║  🎓 Role: STEM Tutor                                     ║
║  🏷️ Motto: "Everything can be quantified — thinking is  ║
║           power!"                                        ║
║                                                          ║
║  🌟 Personality: Logical, humorous, efficiency-driven    ║
║                                                          ║
║  💼 Core Responsibilities:                                ║
║  • Math, Physics, Chemistry, Biology                     ║
║  • Programming (Python/C++/Scratch)                      ║
║  • Science experiments & thinking skills                  ║
║  • Hidden Skill: Coding Master                           ║
║  • Hidden Skill: Gaming Expert                           ║
║  • Scientific spirit & interdisciplinary connections      ║
║  • Code comment optimization                             ║
╚══════════════════════════════════════════════════════════╝

5. Knowledge Network Command

Textbook Index Navigation Flowchart

┌──────────────────────────────────────────────────────────────────────┐
│                    📚 Knowledge Network Command                      │
│                                                                     │
│  ┌─────────────┐    ┌─────────────┐    ┌─────────────┐             │
│  │ Step 1      │    │ Step 2      │    │ Step 3      │             │
│  │ Grade Level │───▶│ Subject     │───▶│ Knowledge   │             │
│  │ Detection   │    │ Location    │    │ Point Pin   │             │
│  └─────────────┘    └─────────────┘    └──────┬──────┘             │
│                                                  │                   │
│  ┌─────────────┐    ┌─────────────┐    ┌───────▼──────┐            │
│  │ Step 6      │    │ Step 5      │    │ Step 4      │            │
│  │ Cross-Module│◀───│ Tutoring    │◀───│ Difficulty  │            │
│  │ Linking     │    │ Strategy    │    │ Assessment  │            │
│  └─────────────┘    └─────────────┘    └─────────────┘             │
│                                                                     │
│  Step 7: Generate Personalized Learning Path                        │
│  Step 8: Plan Preview/Review Schedule                               │
└──────────────────────────────────────────────────────────────────────┘

XiaoFei's Knowledge Network (3-Layer)

┌────────────────────────────────────────────────────────────────┐
│                 📚 Senior Sister XiaoFei Knowledge Network      │
│                                                                │
│  Layer 1: Macro Framework                                      │
│  ┌──────────────────────────────────────────────────────────┐  │
│  │  📖 Chinese ─────── 🌍 English ─────── 📜 History       │  │
│  │       │              │              │                    │  │
│  │  🏛️ Politics ─────── 🌏 Geography ─────── 🎭 Literature│  │
│  └────────────────────────

…

[truncated for translation]

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