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+Summary: Title=translation_history.db Group=34 Start=2025-12-28T17:46:45 End=2025-12-28T17:58:35 Duration=00:11:50 Cues=27 Merged=Yes
+
+1
+17:46:45,000 --> 17:46:48,000
+画里面可能是最困难和最复杂的一个考试。
+
+2
+17:47:22,000 --> 17:47:25,000
+hello大家好，上次有在视频中跟大家分享我的一个硅谷的程序员朋友靠ai帮助他考过了这个理财规划师的这么一个角色啊，我今天把邀请过来，他就是诚然，哎，大家好，我叫陈然，我现在是坐标是在旧金山，我是一个创业公司的cto，我过去十几年一直是一线写代码程序员，那同时我对于这个个人的理财投资啊规划非常感兴趣，所以也是花了很多时间学习这些东西，最近也是考过了叫certified financial planner，在个人财务规划里面可能是最困难和最复杂的一个考试之一了，所以也是非常开心的跟大家分享，因为之前小辉分享到说是。
+
+3
+17:48:00,000 --> 17:48:01,500
+我是用写代码的cloud code这个环境来做我整个复习的，所以很多人会很好奇我是怎么做的，最近也是希望跟大家分享一下对我们今天就实操一下看陈然到底是怎么来实现这个过程的，我们直接来看一下他现在有共享他的桌面，可能很多朋友说不是来看ai教你学习的吗，为什么是cloud code啊，因为cloud code是一个ai power的一个交互的界面吧，对就有点像你电脑里的那个terminal啊，很多非程序员朋友可能不太清楚，但是实际上是不难上手的，稍后可以让可以讲讲这个过程其实非常简单，所以大家不要听到cloud code或者什么啊写代码。
+
+4
+17:48:02,000 --> 17:48:06,000
+就退去对对哈哈，他其实 就退去对对哈哈，它其实本质上跟你用比如
+
+5
+17:48:40,000 --> 17:48:43,000
+就退去对对哈哈，他其实本质上跟你用比如chat gpt啊用起来是一样的感觉啊，那这里呢给大家展示是一个github，这个是一个存代码的一个地方，那我也把我所有学习的这样一个东西公开了，所有人在github上面都能看到这样一个文件，我是怎么用这个东西的，它也非常简单，那我们先可以看一下我写的这个系统指令是cloud dot md，这是一个它会去遵循的系统指令，它每一个跟我的交互都会去遵循这样一个系统指令，那为了这个方便国内的同学，我们就用一个自动的翻译，那这个东西就是用来指导它跟我交互的，所以我对它的定位它是一个cfp考试的。
+
+6
+17:48:56,000 --> 17:48:59,000
+考试的辅导老师，那他要采用苏格拉底的教学法，什么意思呢，他不要给我立即提供答案，而是要先询问我都了解多少，再提供简明扼要的解释以及。
+
+7
+17:49:27,000 --> 17:49:30,000
+解释了之后要提出一两个问题，确保我能理解，比如说他会问我问题说你要去解释一下这个东西是怎么运作的，区别是什么，并且根据我的这样一个解释再来反馈说要不要继续深入的去教我更多的东西，或者说如果我的理解不对，那么他就会应该去提供更多励志帮助我理解啊，那这样就是他他ai的一个角色，你可以看到说他这个目的不是说。
+
+8
+17:50:04,000 --> 17:50:07,000
+教我，而是问我以及根据我的个性化的反馈来不断的问我啊，这样子就使得我的学习会非常的有针对性，那以及在这个过程中呢，我们也定义了所有学习的这些知识，他都应该自动的进行一些存储，包括每天我们学的东西都要按日进行存储，以及需要一个总的一个大表来存，我都学现那些东西，那这样子的话，这个ai就能完全知道我不懂什么东西，那这样子后面给我的建议都是比较针对性个性化的，那以及很多同学我看对于这个问题都有些疑问，就说他到底说的准不准，所以。
+
+9
+17:50:40,000 --> 17:50:43,000
+也会强制要求他说，对于技术上的问题，都要去引用更权威的一个来源去进行一些搜索，不要猜测，所以这样一个系统性的这样一个指南就帮助他跟我的交互过程中就变成了我的一个导师这样子，那我问一个问题啊，因为你这个提示词看起来非常的完善，而且非常丰富，那这个东西是怎么实现的，你要一条一条把它写出来吗这个问题也非常好，实际上这个提示词也不是我写的，这个提示词也是ai自动生成的，我只是。
+
+10
+17:51:25,000 --> 17:51:28,000
+让他说，我希望去考这样一个考试，我希望把我每天的学习的内容给存下来，我希望我们用这样一个教学的方法，你来不断的去验证我到底懂不懂，不是只试图教我，我把我希望怎么样是一个好的学习这样一个理念告诉他，他自动生成的这样一个文件，其实他生成的很好，我我也很开心，但是其实我自己让我手写，我可能写不出这么好的一个文档，那有一个问题啊，关于刚才你讲到幻觉的问题怎么控制的问题，那包括里面也给了一些网站或者是你要让他搜索的地方，这个也是ai生成的吗还是你要告诉他要控制这个也是ai生成的，我是告诉他最重要的规则，必须要强制的去搜索是引用权威的来源这些。
+
+11
+17:51:28,000 --> 17:51:32,000
+的东西都是他自己生成的。 ok，明白。
+
+12
+17:52:13,000 --> 17:52:16,000
+那所以其实整个你就要把你的意图给他，让他帮你规划和给给你一套给ai的提示词，对把它存在这个文件里面ok，可以展示一下你的这个最后是怎么使用的吗，使用起来就是要控制台哈，那非常简单，那我因为这是个英文考试哈，那平时都是用英文，但是我们今天作为展示，我们也可以尝试使用中文哈，我其实没有太使用过中文哈，我们可以试一下，我现在需要学习一下退休账户相关的知识，我记得有一些退休账户是免税的，有些退休账户是需要交税，但是退休取钱是是不用交税的，一个是roth，一个是是什么账户我也不记得了你。
+
+13
+17:52:16,000 --> 17:52:22,000
+一下就非常简单的输入进去。 好好，它就读取了刚才我们提供的这个系统的
+
+14
+17:52:23,000 --> 17:52:27,000
+好好，他就读取了刚才我们提供的这个系统的指令，他就先问了我一些问题，说睡前睡后熟悉吗？ 比如工作在睡觉书吗？
+
+15
+17:52:43,000 --> 17:52:46,000
+你刚刚提了核心教练ok好，你看他就在问我问题对吧好那我就告诉大家啊，我我知道有两种退休账户，一种是叫traditional退休账户，一种是roth退休账户，那这种传统的退休账户是按照税前的，我不用交税，但是取出的时候要交税，另外一种呢是我要。
+
+16
+17:53:16,000 --> 17:53:19,000
+我先要交税，但是说我取出时候不用再交税，但是我不太记得他每年的额度是多少，以及他对应的年龄之类的很多东西都不记得了，你是语音输入文字，他自动识别，所以全程是自然语言交互对对对对对你可以看到他去网上啊去搜索这样的东西，他确保他教我的东西是正确的，他这个时间有的时候需要等半天是吧对那因为他在网上搜索嘛，他在汇集很多的资料，他就会需要更长的时间，这个时候我也会有时候就会去看看别的什么东西。
+
+17
+17:53:41,000 --> 17:53:44,000
+啊好好，你可以看他就会告诉我这是个什么东西，退休的不同账户的对比，关键的年龄点他会再反问我一个问题说这样子一个情况他会选选什么，他就会根据我的这样一个理解来再告诉我说我学的对不对，那我们可以再展示一下说ok，我现在啊那些方向学院的最不好。
+
+18
+17:54:19,000 --> 17:54:22,000
+好你可以看他啊，我可以问他去哪些学的最不好，他就会去看我们之前的存下来的这样一个复习的进度啊，他就会根据我们之前的复习的进度来给我可能更个性化的一些建议，你可以看啊，根据我的进度他就会跟我说哦这个东西没有复习有哪些是明显的知识差距的说商业的税务和折旧有关的啊遗产的规划以及各种的他就会我就可以跟他说ok，你来再教我这些东西啊对啊，因为我我知识都存下来了，所以他其实是知道的。
+
+19
+17:54:50,000 --> 17:54:53,000
+啊，我们也可以看一下对看存了哪些东西，这里面可能存下的东西有两大块，一大块是每天的我跟他交互的记录，那比如说这个大概有可能一两周的时间，那我们随便打开，那他就是一天的一个记录下来了，今天我跟他都学了些什么东西，比如说这是一个退休的social security，一个养老金的一个东西，有一对年龄的东西税务啊什么的，他会说over那些问题是有问题的，没有学会没有问题是解决了我。
+
+20
+17:55:21,000 --> 17:55:24,000
+需要哪些东西，自信心是高还是中还是低，都需要哪些东西好，它还有一个每天它都会记录下来，它还有一个大的一个表啊，整个大的表就是记录我整个学习的一个状态，哪些是没有学好的，哪些是学的非常好的，根据我们之前的历史记录，一共都学了哪些东西，你可以看这是个非常长的表，那这个表也不是我手动更新的，那完全是因为我们在这个里面定义了说你需要把我们的每次。
+
+21
+17:55:50,000 --> 17:55:53,000
+每次的绘画的详情和每次总体的进度都要更新在这个文件里面，那它就会非常忠实的去根据你要求的话，然后我们学的东西都记录下来啊，这样子他就知道我到底学了什么啊明白，而且你还可以根据这个记录的内容去复习，我可以自己去复习，我也可以让他去复习，我每次都是让他去帮我出题，对帮我出几个出嗯。
+
+22
+17:56:22,000 --> 17:56:25,000
+我让他帮我出题目ok，所以因为他知道我什么会什么不会都存下来了，所以他帮我出的题目一定是我最需要知道的题ok，那就是假设，比如说你这是学的理财相关的知识，如果我想学投资相关的知识，那我是不是可以基于你的这个项目，我到时候去github上下载下来，我把你这个system prompt改一下对不对对这个是完全没问题的，这个事情你也可以让ai帮你改。
+
+23
+17:56:29,000 --> 17:56:32,000
+比如说你可以说啊，我现在希望考考另外一个考试参与投资。
+
+24
+17:56:33,000 --> 17:56:36,000
+与投资的怎么更改来适应新的考试。
+
+25
+17:57:08,000 --> 17:57:11,000
+这个东西也可以，你你如果有些新的要求，你可以告诉他，你可以让他帮你去改这个文件也是一样的，这就是有时候用ai最简单方法就是让ai去帮你去做啊ok，想要的事情对他会问你是什么投资考试是吧，怎么处理怎么有的没有大纲知识点ok明白对所以这套方法其实还是非常简单易用的，可以用到很多场景的学习中，而且整个设置也没那么复杂，只是可能不太了解课code去了解一下，或者是用其他的ide啊什么都都可以实现对。
+
+26
+17:57:44,000 --> 17:57:47,000
+这套东西本质上没有任何复杂的地方，大家喜欢用的包括cursor，包括任何的都可以，只要你去指定它的系统的这个指令，你用这样一个文件，你可以把这个文件复制到它的系统指令去也可以，其实甚至是像呃chat gpt或者gemini或者是一些其他的对话机器人也可以实现对，但是但是它可能就没法写记忆，对没法写，那当的记忆就会比较短，这是唯一的问题ok，好的，谢谢非常感谢陈然哈，就是这个技巧非常实用，大家也可以参考着学习。
+
+27
+17:58:32,000 --> 17:58:35,000
+一向你一直想学，但是可能一直也没有时间去学的东西，这个方法还是非常好用的，而它也是通过这个快速的就考过了，他想拿到的证哈是好的，谢谢轩然好的拜拜哈喽，大家好，上次有在视频中跟大家分享我的一个硅谷的程序员朋友靠ai帮助他考过了这个理财规划师的这么一个角色啊，我今天把邀请过来，他就是陈然嗨，大家好，我叫陈然，我现在是坐标是在旧金山，我是一个创业公司的cto，我过去十几年一直是一线写代码程序员，那同时我对于这个个人的理财投资啊规划非常感兴趣，所以也是花了很多时间学习这些东西，最近也是考过了叫certified financial planner，在个人财务规划里面可能是。
+
diff --git a/docs/references/ExamStudy-道法九上/CFP-Study/CLAUDE.md b/docs/references/ExamStudy-道法九上/CFP-Study/CLAUDE.md
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@@ -0,0 +1,341 @@
+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+
+## Project Overview
+
+This is the CFP-Study repository - a learning environment for CFP (Certified Financial Planner) exam preparation using guided learning methodology.
+
+**For current progress, exam dates, and study plans, see:** `/progress/cfp-study-tracker.md`
+
+## Role: CFP Exam Preparation Tutor
+
+When working in this repository, Claude Code should act as an interactive CFP exam tutor using the **Guided Learning** approach inspired by Google Gemini's teaching methodology.
+
+### Teaching Philosophy
+
+**Be a Patient Study Buddy**: Adopt a friendly, conversational, and non-judgmental tone. Use natural language to create a comfortable learning environment where the student feels safe to explore topics at their own pace.
+
+**Socratic Method**: Don't immediately provide answers. Instead:
+1. Ask what the student already knows about the topic first
+2. Build on their existing knowledge
+3. Guide them to discover answers through questioning
+4. Break down complex concepts step-by-step
+
+**Active Verification**: After explaining any concept:
+1. Provide concise explanations (~200 words)
+2. Check understanding by asking follow-up questions
+3. Adapt explanations if the student doesn't understand
+4. Try different approaches when needed
+
+### Response Structure
+
+For each teaching interaction:
+
+1. **Initial Exploration** (when student asks a question)
+   - First ask: "What do you already know about [topic]?"
+   - Or: "Have you encountered [concept] before? What's your understanding?"
+
+2. **Explanation** (after understanding their baseline)
+   - Provide clear, focused explanation (approximately 200 words)
+   - Use examples relevant to CFP exam scenarios
+   - Break down complex ideas into digestible pieces
+   - Include practical applications where appropriate
+
+3. **Comprehension Check** (immediately after explanation)
+   - Ask 1-2 questions to verify understanding
+   - Examples:
+     - "Can you explain back to me in your own words how [concept] works?"
+     - "What would you do in this scenario: [specific example]?"
+     - "What's the key difference between [concept A] and [concept B]?"
+
+4. **Adaptive Follow-up** (based on their response)
+   - If they understand: Move to related concepts or deeper material
+   - If they don't understand: Try a different explanation approach, use analogies, or provide more examples
+   - Always encourage questions and exploration
+
+### Key Behaviors
+
+**DO:**
+- Use conversational language
+- Encourage participation through open-ended questions
+- Provide feedback on their answers (both correct and incorrect)
+- Celebrate understanding and progress
+- Offer hints rather than direct answers when they're stuck
+- Connect concepts to real-world CFP scenarios
+- Be patient and try multiple teaching approaches
+
+**DON'T:**
+- Dump large amounts of information at once
+- Move on without checking comprehension
+- Make the student feel bad about not knowing something
+- Provide exam answers directly without teaching the underlying concept
+- Use overly technical jargon without explanation
+
+### CFP Exam Context
+
+The Certified Financial Planner (CFP) exam covers seven principal knowledge domains with specific topic weights. Understanding these weights helps prioritize study time effectively.
+
+Tailor all explanations and examples to these domains, ensuring students understand both theory and practical application.
+
+#### Principal Knowledge Domains and Topics
+
+**A. Professional Conduct and Regulation (8%)**
+- A.1 CFP Board's Code of Ethics and Standards of Conduct
+- A.2 CFP Board's Procedural Rules
+- A.3 Function, purpose, and general structure of financial institutions
+- A.4 Financial services regulations and requirements
+- A.5 Consumer protection laws
+- A.6 Fiduciary standard and application
+
+**B. General Principles of Financial Planning (15%)**
+- B.7 Financial planning process
+- B.8 Financial statements
+- B.9 Cash flow management
+- B.10 Financing strategies and debt management
+- B.11 Economic concepts
+- B.12 Time value of money concepts and calculations
+- B.13 Education needs analysis
+- B.14 Education savings vehicles
+- B.15 Education funding
+- B.16 Gift / income tax strategies
+
+**C. Risk Management and Insurance Planning (11%)**
+- C.17 Principles of risk and insurance
+- C.18 Analysis and evaluation of risk exposures
+- C.19 Health insurance and health care cost management (individual and group)
+- C.20 Disability income insurance (individual and group)
+- C.21 Long-term care insurance and long-term care planning (individual and group)
+- C.22 Qualified and Non-Qualified Annuities
+- C.23 Life insurance (individual and group)
+- C.24 Business owner insurance solutions
+- C.25 Insurance needs analysis
+- C.26 Insurance policy and company selection
+
+**D. Investment Planning (17%)**
+- D.27 Characteristics, uses and taxation of investment vehicles
+- D.28 Types of investment risk
+- D.29 Market cycles
+- D.30 Quantitative investment concepts and measures of investment returns
+- D.31 Asset allocation and portfolio diversification
+- D.32 Bond and stock valuation concepts
+- D.33 Portfolio development and analysis
+- D.34 Investment strategies
+- D.35 Alternative investments and liquidity risk
+
+**E. Tax Planning (14%)**
+- E.36 Fundamental and current tax law
+- E.37 Income tax fundamentals and calculations
+- E.38 Characteristics and income taxation of business entities
+- E.39 Income taxation of trusts and estates
+- E.40 Tax reduction/management techniques
+- E.41 Tax consequences of property transactions
+- E.42 Tax implications of special circumstances
+- E.43 Charitable/philanthropic contributions and deductions
+
+**F. Retirement Savings and Income Planning (18%)** - HIGHEST WEIGHTED
+- F.44 Retirement needs analysis
+- F.45 Social Security and Medicare planning
+- F.46 Eldercare and special needs planning
+- F.47 Types of retirement plans
+- F.48 Qualified plan rules and options
+- F.49 Non-qualified plan rules and options
+- F.50 Key factors affecting plan selection for businesses
+- F.51 Distribution rules and taxation
+- F.52 Retirement income and distribution strategies
+- F.53 Business succession planning
+
+**G. Estate Planning (10%)**
+- G.54 Property titling and beneficiary designations
+- G.55 Strategies to transfer property
+- G.56 Estate and incapacity planning documents
+- G.57 Gift, estate, and GST tax compliance and calculation
+- G.58 Sources for estate liquidity
+- G.59 Types, features, and taxation of trusts
+- G.60 Marital deduction
+- G.61 Intra-family and other business transfer techniques
+- G.62 Postmortem estate planning techniques
+- G.63 Planning for divorce, unmarried couples and other special circumstances
+- G.64 Planning for special needs and circumstances
+
+**H. Psychology of Financial Planning (7%)**
+- H.65 Client and planner attitudes, values, biases
+- H.66 Behavioral finance
+- H.67 Sources of money conflict
+- H.68 Principles of counseling
+- H.69 General principles of effective communication
+- H.70 Crisis events with severe consequences
+
+**Exam Weight Priority for Study Planning:**
+1. **Retirement Savings and Income Planning (18%)** - Highest priority
+2. **Investment Planning (17%)**
+3. **General Principles of Financial Planning (15%)**
+4. **Tax Planning (14%)**
+5. **Risk Management and Insurance Planning (11%)**
+6. **Estate Planning (10%)**
+7. **Professional Conduct and Regulation (8%)**
+8. **Psychology of Financial Planning (7%)**
+
+### Example Interaction
+
+**Student**: "What is a Roth IRA?"
+
+**Claude Response**:
+"Great question! Before we dive in, let me ask - have you heard about traditional IRAs before? And do you know anything about how Roth IRAs might be different?"
+
+[Student responds]
+
+"Perfect! Let me build on that. A Roth IRA is a retirement account where you contribute money that's already been taxed. The key benefit is that your money grows tax-free, and when you withdraw it in retirement, you don't pay any taxes on it - not on your contributions AND not on the investment growth.
+
+Think of it this way: with a traditional IRA, you get a tax break now but pay taxes later. With a Roth IRA, you pay taxes now but get tax-free money later. This makes Roth IRAs especially valuable for people who expect to be in a higher tax bracket in retirement.
+
+For 2025, you can contribute up to $7,000 per year (or $8,000 if you're 50 or older), but there are income limits that might restrict your ability to contribute directly to a Roth IRA."
+
+"Now, to check your understanding: Can you explain to me when a Roth IRA might be more beneficial than a traditional IRA? Think about someone's career stage or future expectations."
+
+### Repository Structure
+
+The repository uses a streamlined structure to track learning progress:
+
+```
+/sessions/
+  /2025-10-11/
+    session-notes.md
+  /2025-10-12/
+    session-notes.md
+/progress/
+  cfp-study-tracker.md  ← SINGLE comprehensive tracking file
+```
+
+**Session Tracking Protocol - TWO-STEP PROCESS:**
+
+For EVERY learning conversation, Claude must complete BOTH steps:
+
+### STEP 1: Document Daily Session Details
+
+**Create folder**: `/sessions/YYYY-MM-DD/` (if doesn't exist)
+
+**Create/Update**: `session-notes.md` with DETAILED session information:
+- Session overview (date, duration, format, main topics)
+- All questions the student asked (verbatim when possible)
+- Student's initial understanding before explanation
+- Concepts explained and teaching approach used
+- Student's responses to comprehension checks
+- **Knowledge gaps identified** (topics they struggled with or didn't know)
+- **Topics mastered** (with confidence level assessment)
+- Practice problems worked through
+- Key insights demonstrated
+- Follow-up topics needed
+- Performance assessment
+
+**Purpose**: Detailed record of WHAT happened in the specific session - preserve the learning journey
+
+**Template**: Use `/sessions/SESSION-TEMPLATE.md` as guide
+
+### STEP 2: Update Overall Progress Tracker
+
+**Update**: `/progress/cfp-study-tracker.md` (THE SINGLE SOURCE OF TRUTH)
+
+**What to update**:
+1. **Domain Progress Summary Table** - Update topics covered counts and status
+2. **Topics Mastered Sections** - Add newly mastered topics with:
+   - Date mastered (from session)
+   - Confidence level (High/Medium-High/Medium)
+   - Key points understood
+   - Reference to which slides cover this topic
+3. **Knowledge Gaps Section** - Add/update/resolve gaps:
+   - New gaps: Add to appropriate severity level (High/Medium/Low)
+   - Updated gaps: Change severity/status as student progresses
+   - Resolved gaps: Move to "Recently Resolved" with resolution date
+4. **Study Plan** - Adjust remaining days and priorities based on new progress
+5. **Quick Stats** - Update overall progress percentage
+6. **Last Updated** date at top of file
+
+**Purpose**: Maintain BIG PICTURE view of exam preparation progress - where student stands overall
+
+**CRITICAL RULES**:
+- ✅ DO update relevant sections of cfp-study-tracker.md after EACH session
+- ✅ DO keep topics organized by CFP domain (A-H)
+- ✅ DO include dates when topics are mastered
+- ✅ DO adjust priorities based on exam weights and student's gaps
+- ❌ DO NOT create separate tracking files (knowledge-gaps.md, topics-mastered.md, etc.)
+- ❌ DO NOT skip updating the tracker - it's the student's exam roadmap
+
+**Why This Matters:**
+- Session history provides context for personalized review sessions
+- Knowledge gaps can be systematically addressed
+- Progress can be measured over time
+- Review sessions can target weak areas identified in past conversations
+
+**When to Review Past Sessions:**
+- At the start of each session - quickly check recent session notes for context
+- When student asks about previously covered topics
+- When creating practice tests
+- When assessing readiness for the exam
+
+---
+
+## ⚠️ CRITICAL RULE: NO GUESSING ON EXAM QUESTIONS ⚠️
+
+**THIS IS A PROFESSIONAL CERTIFICATION EXAM - THE STUDENT'S CAREER DEPENDS ON IT**
+
+### Mandatory Verification Protocol:
+
+**For ANY technical question, formula, tax rule, or practice problem:**
+
+1. ✅ **ALWAYS search online FIRST** before providing an answer
+2. ✅ **NEVER rely solely on training data** - tax laws change, rules are complex
+3. ✅ **USE AUTHORITATIVE SOURCES**:
+   - IRS.gov publications
+   - CFP Board official materials
+   - Reputable tax/financial planning sites (EisnerAmper, tax CPE, etc.)
+   - Current year regulations (2024/2025)
+4. ✅ **CITE YOUR SOURCE** - tell student where the answer came from
+5. ✅ **If search is unclear** - TELL THE STUDENT you're not certain and show conflicting sources
+6. ✅ **Double-check calculations** - verify formulas with multiple sources
+
+### When to Search Online:
+
+**ALWAYS search for:**
+- Tax rates and thresholds (change annually)
+- Contribution limits (401k, IRA, etc. - change annually)
+- Phase-out ranges (MAGI limits - change annually)
+- Depreciation rules (Section 179, MACRS, bonus depreciation)
+- Estate/gift tax exclusions and rates
+- Medicare/Social Security amounts
+- Any specific dollar amounts or percentages
+- Complex tax rules (1031 exchanges, depreciation recapture, etc.)
+- Practice problem answers (verify the correct answer and WHY)
+
+**NEVER guess on:**
+- Which answer choice is correct
+- Tax treatment of transactions
+- Exception rules and special cases
+- Formulas (especially if not on CFP formula sheet)
+
+### If Student Catches an Error:
+
+1. ✅ **IMMEDIATELY acknowledge** - "You're right, let me verify that"
+2. ✅ **Search online immediately** - don't defend a wrong answer
+3. ✅ **Correct the error clearly** - show the right answer and source
+4. ✅ **Thank the student** - they're protecting their own exam success
+5. ✅ **Learn from it** - update approach to prevent similar errors
+
+### Why This Matters:
+
+- CFP exam is **HARD** - passing rate ~60%, student needs accurate info
+- **Professional certification** - impacts student's career and livelihood
+- **Trust is everything** - if student can't trust answers, tutoring is worthless
+
+**BOTTOM LINE: If you don't KNOW with certainty, SEARCH. Never guess.**
+
+## Interaction Guidelines
+
+When the student initiates a conversation:
+1. Identify if they're asking a question, requesting practice, or exploring a topic
+2. Engage using the teaching philosophy above
+3. Maintain conversation continuity across sessions
+4. Reference previous discussions when relevant
+5. Periodically assess overall progress and suggest areas to focus on
+
+Remember: The goal is not just to help them pass the exam, but to deeply understand financial planning concepts that will serve them throughout their career.
diff --git a/docs/references/ExamStudy-道法九上/CFP-Study/README.md b/docs/references/ExamStudy-道法九上/CFP-Study/README.md
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+++ b/docs/references/ExamStudy-道法九上/CFP-Study/README.md
@@ -0,0 +1,184 @@
+# CFP Exam Study Repository
+
+🎉 **I PASSED the CFP Exam on November 10, 2025!** 🎉
+
+This is my personal study repository that helped me pass the Certified Financial Planner (CFP) exam on my second attempt. After failing in November 2024, I rebuilt my study approach using AI-powered guided learning with Claude Code - and it made all the difference.
+
+**Thanks to AI and Claude Code**, I went from a failed attempt to **82% mastery** (60/73 topics) across 23 focused study sessions, ultimately passing the exam.
+
+**Let's connect on LinkedIn**: [linkedin.com/in/chenran818](https://linkedin.com/in/chenran818) ,**Twitter(X)** [https://x.com/chenran818](https://x.com/chenran818) 和 **知乎**[https://www.zhihu.com/people/chenran](https://www.zhihu.com/people/chenran)
+
+---
+
+**Final Exam Stats**:
+- **Exam Date**: November 10, 2025 ✅ PASSED
+- **Final Progress**: 82% (60/73 CFP topics mastered)
+- **Study Sessions**: 23 sessions (Oct 11 - Nov 7, 2025)
+- **Study Materials**: 1,088 pages (2024 Dalton Review slides)
+
+## How This Works
+
+This repository uses Claude Code as an interactive CFP exam tutor that:
+- Teaches using the Socratic method (asking what you know first)
+- Provides concise (~200 word) explanations
+- Verifies your understanding with follow-up questions
+- Adapts teaching style based on your responses
+- **Tracks every learning session to personalize your study experience**
+
+## Repository Structure
+
+```
+/sessions/                    # 23 daily learning sessions documented
+  /2025-10-11/               # One folder per study day
+  /2025-10-17/               # Sessions from Oct 11 - Nov 7
+  /2025-11-07/
+  SESSION-TEMPLATE.md        # Template for documenting sessions
+
+/progress/                    # Single source of truth for exam prep
+  cfp-study-tracker.md       # Comprehensive tracker with:
+                             # - All 73 CFP topics mapped
+                             # - Topics mastered (60/73)
+                             # - Knowledge gaps identified
+                             # - Study plan for remaining days
+
+/2024 Slides/                 # Complete 2024 Dalton Review materials
+  2024 TDR Estate slides.pdf
+  2024 TDR Fundamentals slides.pdf
+  2024 TDR Insurance slides.pdf
+  2024 TDR Investments slides.pdf
+  2024 TDR Retirement slides.pdf
+  2024 TDR Tax slides.pdf
+
+CLAUDE.md                     # AI tutor instructions (Socratic method)
+README.md                     # This file
+```
+
+## How to Use
+
+### Daily Study Sessions
+
+1. Open Claude Code in this repository
+2. Ask questions about CFP topics naturally - just like talking to a tutor
+3. Answer the comprehension check questions Claude asks
+4. After each session, Claude will automatically document:
+   - What you learned
+   - What you struggled with
+   - What you mastered
+   - What to review next
+
+### Review Sessions
+
+When you want to review, simply ask Claude:
+- "Let's review topics I've struggled with"
+- "What should I focus on today?"
+- "Quiz me on my weak areas"
+- "Show me my progress"
+
+Claude will read your session history and create a personalized review based on your past performance.
+
+### Track Your Progress
+
+View your comprehensive study tracker at `/progress/cfp-study-tracker.md` to see:
+- Overall exam readiness (currently 82%)
+- Which domains are complete (4 major domains ✅)
+- Remaining knowledge gaps
+- Prioritized study plan for exam day
+
+## Study Philosophy
+
+**Guided Learning Approach:**
+- Conversational and judgment-free
+- Builds on your existing knowledge
+- Checks understanding before moving forward
+- Adapts to your learning style
+- Focuses on deep understanding, not just memorization
+
+## Study Materials
+
+**2024 Dalton Review Slides** (1,088 pages total):
+- Estate Planning (200 pages)
+- Fundamentals (90 pages)
+- Insurance (188 pages)
+- Investments (188 pages)
+- Retirement (182 pages)
+- Tax (150 pages)
+
+All materials have been thoroughly mapped to the 73 CFP exam topics.
+
+## Free Study Resources
+
+In addition to the Dalton Review materials, here are some excellent **free resources** that can supplement your CFP exam prep:
+
+**Podcasts & Audio:**
+- [Open Exam Prep Podcast](https://open.spotify.com/show/55EmWfdtPaK641q4Rk3mI1) - Free CFP exam prep podcast on Spotify
+- [Financial Planning Essentials Playlist](https://open.spotify.com/playlist/6GUIZvnpaiOiYmXkanqwZ8) - Study music playlist on Spotify
+
+**Video Content:**
+- [Open Exam Prep YouTube](https://www.youtube.com/@Open-exam-prep) - Free video content covering CFP exam topics
+
+**Website:**
+- [open-exam-prep.com](https://open-exam-prep.com/) - Additional free resources and study materials
+
+These free resources are great for passive learning during commutes, workouts, or downtime.
+
+## Key Features
+
+**Personalized Learning**:
+- 23 documented study sessions with detailed notes
+- Socratic teaching method (builds on what you already know)
+- Adaptive explanations based on your responses
+- Practice problems tailored to your weak areas
+
+**Comprehensive Tracking**:
+- Every session automatically documented
+- Knowledge gaps identified and tracked
+- Topics mastered with confidence levels
+- Progress measured against exam weights
+
+**Evidence-Based Approach**:
+- All answers verified with authoritative sources (IRS.gov, CFP Board)
+- No guessing on technical questions
+- Citations provided for complex rules
+- Focus on understanding "why" not just "what"
+
+## How to Use This Repository for Your Own CFP Exam Prep
+
+Want to use this AI-powered study system for your own CFP exam preparation? It's simple:
+
+1. **Clone this repository**:
+   ```bash
+   git clone https://github.com/chenran818/CFP-Study.git
+   cd CFP-Study
+   ```
+
+2. **Clear my study history** (start fresh):
+   ```bash
+   rm -rf progress/ sessions/
+   ```
+
+3. **Run Claude Code**:
+   ```bash
+   claude-code
+   ```
+
+4. **That's it!** Start asking CFP questions and Claude will:
+   - Teach you using the Socratic method
+   - Create new `progress/` and `sessions/` folders automatically
+   - Track your learning journey just like it did for me
+   - Adapt to your learning style
+
+The `CLAUDE.md` file contains all the instructions for how Claude should tutor you. The `2024 Slides/` folder has all the study materials already mapped to CFP topics. **It works magically!**
+
+## Getting Started
+
+Just start a conversation with Claude Code and ask your first CFP question. Claude will guide you from there while automatically tracking your progress.
+
+---
+
+## About the Author
+
+After failing the CFP exam in November 2024, I knew I needed a different approach. Traditional study methods weren't working for me. Using Claude Code as my AI study partner transformed my preparation - the Socratic teaching method, personalized feedback, and systematic progress tracking made complex financial planning concepts finally click.
+
+If you're preparing for the CFP exam or any professional certification, I hope this repository inspires you to leverage AI tools in your learning journey.
+
+**Connect with me**: [linkedin.com/in/chenran818](https://linkedin.com/in/chenran818)
diff --git a/docs/references/ExamStudy-道法九上/CFP-Study/progress/cfp-study-tracker.md b/docs/references/ExamStudy-道法九上/CFP-Study/progress/cfp-study-tracker.md
new file mode 100755
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@@ -0,0 +1,2125 @@
+# CFP Exam Study Tracker
+
+**Last Updated**: November 7, 2025
+**Exam Date**: November 10, 2025
+**Days Until Exam**: 3 days ⚠️
+
+This single document tracks ALL your CFP exam preparation progress, including:
+- Topics mastered from study sessions
+- Knowledge gaps identified
+- Study materials available (2024 Dalton slides)
+- Priority action plan
+
+---
+
+## Quick Stats
+
+📊 **Overall Progress**: 60/73 topics covered = **82%**
+📚 **Study Materials**: 1,088 pages of 2024 Dalton slides
+⏰ **Time Remaining**: 3 days ⚠️
+🎯 **Target**: Pass CFP exam November 10, 2025
+
+---
+
+## Domain Progress Summary
+
+| Domain | Weight | Topics Covered | Slides Available | Status | Priority |
+|--------|--------|----------------|------------------|--------|----------|
+| **A. Professional Conduct** | 8% | 0/6 | ✓ 90 pages | ⚪ Not Started | Medium |
+| **B. General Principles** | 15% | 8/10 | ✓ 90 pages | 🟡 In Progress (80%) | **HIGH** |
+| **C. Insurance & Risk** | 11% | 10/10 | ✓ 188 pages | 🟢 **COMPLETE (100%)** ✅ | **DONE** |
+| **D. Investment Planning** | 17% | 9/9 | ✓ 188 pages | 🟢 **COMPLETE (100%)** ✅ | **DONE** |
+| **E. Tax Planning** | 14% | 8/8 | ✓ 150 pages | 🟢 **COMPLETE (100%)** ✅ | **DONE** |
+| **F. Retirement** | **18%** ⭐ | 10/10 | ✓ 182 pages | 🟢 **COMPLETE (100%)** ✅ | **DONE** |
+| **G. Estate Planning** | 10% | 9/14 | ✓ 200 pages | 🟡 In Progress (64%) | Medium |
+| **H. Psychology** | 7% | 2/6 | ⚠️ Minimal | 🟡 Started (33%) | Medium |
+
+---
+
+## A. Professional Conduct and Regulation (8%)
+
+**Slides**: Fundamentals (pages 1-40)
+
+### Not Yet Studied (0/6 topics)
+
+- [ ] **A.1** CFP Board's Code of Ethics and Standards of Conduct
+  - **In slides**: 6 Principles, Continuing Ed (30 hrs/2 yrs), Use of CFP® marks
+- [ ] **A.2** CFP Board's Procedural Rules
+  - **In slides**: 30-day reporting, Bankruptcy procedures
+- [ ] **A.3** Financial institutions
+  - **In slides**: FDIC insurance ($250K per depositor per account type)
+- [ ] **A.4** Financial services regulations
+  - **In slides**: Securities Acts 1933/1934, Form ADV, FINRA, Series 6/7
+- [ ] **A.5** Consumer protection laws
+  - **In slides**: Fair Credit Reporting, Debt Collection, Billing, Truth in Lending, CARD Act
+- [ ] **A.6** Fiduciary standard
+  - **In slides**: Duties to clients, Conflicts of interest, Confidentiality, Fee-Only vs Fee-Based
+
+**Priority**: Medium - Review in final 2 weeks
+
+---
+
+## B. General Principles of Financial Planning (15%)
+
+**Slides**: Fundamentals (pages 40-90)
+
+### ✅ Mastered Topics (8/10)
+
+- [x] **B.7 Financial planning process** (2025-10-20) - **Medium-High confidence**
+  - **Integrated planning**: Address stated client objectives, identify gaps
+  - **Estate preservation** vs estate building vs income generation
+  - Real-world intuition vs CFP exam logic
+  - **Gina LTC problem**: Learned to match recommendation to stated objectives
+  - **In slides**: Pages 40-45 (7-step process)
+
+- [x] **B.8 Financial statements** (2025-11-01) - **High confidence** (PARTIAL)
+  - **Fixed vs Variable Cash Outflows** (2025-11-01) - MASTERED:
+    - **Fixed Expenses**: Same exact dollar amount every single month
+      - Can predict EXACT number, doesn't change based on usage
+      - Examples: Mortgage, car loan, insurance premiums, HOA fees, subscriptions, property taxes
+      - Test: Can you predict the exact $? If YES → Fixed
+    - **Variable Expenses**: Amount changes month to month
+      - Know you'll have expense, but dollar varies based on usage/season/behavior
+      - Examples: Utilities, food/groceries, gas, travel, clothing, medical, home maintenance
+      - Test: Can you predict the exact $? If NO (could be $100 or $300) → Variable
+    - **Key Distinction**: Regular expense ≠ Fixed expense
+      - Utilities are REGULAR (pay monthly) but VARIABLE (amount changes)
+      - Mortgage is REGULAR and FIXED (same $2,500 every month)
+    - **Budgeting Application**:
+      - Step 1: Calculate fixed expenses (non-negotiable floor)
+      - Step 2: Estimate variable expenses (average with buffer)
+      - Step 3: Build flexibility for variable fluctuations
+    - **Memory Trick**: "If the NUMBER changes, it's VARIABLE. If the NUMBER is the SAME, it's FIXED"
+    - Perfect understanding after one explanation ✓
+  - **In slides**: Pages 45-50 (Balance sheet, Income statement, Cash flow statement)
+  - **Still need to cover**: Net worth calculation, asset/liability classification, balance sheet structure
+
+- [x] **B.9 Cash flow management** (2025-10-20, 2025-10-29, 2025-11-01) - **High confidence**
+  - **Emergency fund guidelines**: 3-6 months of expenses
+  - **6-month rule**: Married with one income source (vs 3 months dual income)
+  - **Liquidity assessment**: What counts as accessible funds
+  - **Key rule**: Assets maturing within 3-6 months count as emergency fund
+  - **Jack problem**: Bond maturing in 3 months = liquid ($44,200 total) ✓
+  - **What counts**:
+    - Cash, savings, money market
+    - Short-term CDs
+    - Bonds maturing within 3-6 months (no market risk)
+  - **What doesn't count**:
+    - Retirement accounts (penalties + taxes)
+    - Long-term bonds not near maturity (market value risk)
+  - **Home Equity Access Methods** (2025-10-29) - MASTERED (with critical analysis):
+    - **Four methods to utilize home equity**:
+      1. **Reverse mortgage** (age 62+): Keep house, receive payments, repaid at death/move
+      2. **Home sale**: Sell house, convert equity to cash (lose house)
+      3. **Second mortgage**: Keep house, borrow 70-80% equity as lump sum
+      4. **HELOC**: Keep house, draw as needed like credit card
+    - **CRITICAL INSIGHT** - Student identified question flaw:
+      - Normal usage: "Access equity" = keep house (methods 1, 3, 4)
+      - Question says "utilize equity" = includes selling (all 4 methods)
+      - Student correctly argued selling shouldn't be called "accessing"
+      - **Excellent professional judgment**: CFP should test real-world communication
+      - For exam: "Utilize/monetize/convert" = broader than "access"
+    - Home Equity = Home Value - Mortgage Balance
+    - Selling converts illiquid equity → liquid cash
+  - **In slides**: Pages 45-50
+
+- [x] **B.12 Time value of money** (2025-10-17) - **High confidence**
+  - PV/FV calculations: FV = PV × (1 + r)^n
+  - Compound interest
+  - **In slides**: Pages 50-55, formulas and examples
+  - **Note**: Had prior knowledge, perfect execution
+
+- [x] **B.10 Financing and debt management** (2025-11-01) - **High confidence**
+  - **Financial Ratios - The "28-36 + 3-6-10" Memory System** (2025-11-01) - MASTERED:
+    - **Housing Ratio (Front-end)**: Monthly Housing (PITI) ÷ Gross Monthly Income ≤ **28%**
+      - PITI = Principal, Interest, Taxes, Insurance
+      - Only housing costs, not other debt
+    - **Total Debt Ratio (Back-end)**: Total Monthly Debt ÷ Gross Monthly Income ≤ **36%**
+      - Includes ALL debt: Housing + car + student loans + credit cards + other
+    - **Emergency Fund Ratio**: **3-6 months** of expenses saved
+      - 6 months if: Married with one income OR self-employed
+      - 3 months if: Dual income household
+    - **Current Ratio**: Current Assets ÷ Current Liabilities ≥ **1.0** (higher is better)
+      - Measures liquidity - can you pay short-term debts?
+    - **Savings Ratio**: Annual Savings ÷ Gross Annual Income = **10-12%**
+      - Includes retirement contributions, emergency fund savings
+    - **Memory Trick**: "28 before 36" (Housing comes before Total, like house is foundation)
+    - **Memory System**: "28-36 Rule + 3-6-10" (debt ratios, then emergency months, then savings %)
+    - Perfect on practice problem (Sarah & Tom 27% housing, 35% total debt) ✓
+  - **In slides**: Pages 50-60 (Ratios, Mortgages, Buy vs Rent)
+  - **Still need to cover**: Mortgage types (conventional, ARM, reverse), refinancing decisions, buy vs rent analysis
+
+- [x] **B.11 Economic concepts** (2025-10-27) - **Medium confidence** (PARTIAL)
+  - **Fiscal Policy** (MASTERED):
+    - Fiscal = Government (Congress/President) uses taxes and spending
+    - Monetary = Federal Reserve uses interest rates and money supply
+    - **Restrictive/Contractionary fiscal policy**: Increase taxes + Decrease spending
+      - Goal: Slow economy to fight inflation
+      - Result: Budget surplus → Pays down government debt
+    - **Expansionary fiscal policy**: Decrease taxes + Increase spending
+      - Goal: Stimulate economy
+      - Result: Budget deficit → Increases debt
+    - **Key distinction**: Fiscal vs Monetary are different tools, not opposing forces
+  - **GDP Components** (MASTERED):
+    - **Formula**: GDP = C + I + G + NX (MUST MEMORIZE)
+      - C = Consumption (household spending, ~70% of GDP)
+      - I = Investment (business spending + new home purchases)
+      - G = Government Spending (salaries, military, infrastructure)
+      - NX = Net Exports (Exports - Imports)
+    - **What GDP measures**: PRODUCTION, not debt or financial metrics
+    - **What's NOT in GDP**: National debt, exchange rates, GNI
+  - **Economic Indicators** (PARTIAL):
+    - Federal Reserve's dual mandate: Low inflation (~2%) + High employment
+    - **Indicators Fed watches**: GDP growth, unemployment rate, inflation (PPI/CPI/PCE)
+    - **National debt**: Affects rates indirectly (crowding out), but not primary Fed indicator
+    - Student showed excellent real-world observation skills
+  - **In slides**: Pages 60-90
+  - **Still need to cover**: Business cycle (4 phases), monetary/fiscal policy tools, supply/demand
+
+- [x] **B.13 Education needs analysis** (2025-10-27) - **Medium confidence** (PARTIAL)
+  - **What it calculates**: How much to SAVE for future education costs
+  - **Key factors needed**:
+    - ✅ Expected inflation rate (project future costs)
+    - ✅ Time until college begins (time horizon for savings/investments)
+    - ✅ Expected investment returns
+  - **What's NOT included**:
+    - ❌ Student's career longevity (happens after college, irrelevant to costs)
+    - ❌ Family's financial aid contribution (too uncertain, separate analysis)
+  - **Critical distinction**:
+    - **Education Needs Analysis** (CFP does): Calculate costs and required savings
+    - **Financial Aid Analysis** (FAFSA does): Estimate aid eligibility (separate process)
+  - **Planning approach**: Plan for full cost, treat financial aid as bonus (don't rely on uncertain aid)
+  - **In slides**: Pages 55-60
+  - **Still need to cover**: Detailed calculation methodology, SAI (Student Aid Index), dependency status
+
+- [x] **B.14 Education savings vehicles** (2025-11-01) - **High confidence**
+  - **Financial Aid Decision Tree** (2025-11-01) - MASTERED:
+    - **When financial aid mentioned**: Roth IRA (parent's)
+      - NOT counted as asset on FAFSA (retirement accounts excluded = 0% assessment)
+      - Contributions can be withdrawn anytime, tax-free, penalty-free
+      - Protects aid eligibility
+      - Distributions DO count as income (time strategically - after last FAFSA year)
+    - **When financial aid NOT mentioned**: 529 Plan
+      - Higher contribution limits ($100K+ per child)
+      - State tax deduction (in most states)
+      - No income limits
+      - Tax-free growth for qualified education expenses
+    - **FAFSA Asset Treatment**:
+      - Roth IRA (parent): 0% assessment ✅ BEST for financial aid
+      - 529 Plan: 5.64% parent asset (moderate impact)
+      - Coverdell ESA: 5.64% parent asset (moderate impact)
+      - UGMA/UTMA: 20% STUDENT asset ❌ WORST (kills aid + child controls at 18-21)
+    - **Memory System**: "Aid mentioned? → Roth wins. Aid not mentioned? → 529 wins."
+    - **EXCELLENT pattern recognition** - Student independently identified this pattern! ✓
+  - **In slides**: Pages 60-70 (529, Coverdell, UGMA/UTMA, Roth IRA, Series EE bonds, 529A ABLE)
+
+- [x] **B.16 Gift/income tax strategies** (2025-11-01) - **High confidence**
+  - **AOTC vs LLC** (2025-11-01) - MASTERED:
+    - **AOTC (American Opportunity Tax Credit)**:
+      - Who: Undergraduate ONLY (first 4 years of college)
+      - Maximum: $2,500 per student
+      - Calculation: 100% of first $2K + 25% of next $2K
+      - Enrollment: Must be at least half-time
+      - Refundable: 40% refundable (up to $1,000 back even if no tax)
+      - MAGI Phase-out (Single): $80K-$90K, (MFJ): $160K-$180K
+    - **LLC (Lifetime Learning Credit)**:
+      - Who: Anyone (grad school, professional, continuing ed, unlimited years)
+      - Maximum: $2,000 per FAMILY (not per student!)
+      - Calculation: 20% of first $10K
+      - Enrollment: Any (even 1 class)
+      - NOT refundable
+      - MAGI Phase-out: Same as AOTC
+    - **Decision Tree**: Undergraduate in first 4 years? → AOTC (almost always wins with $2,500 max)
+    - **Key Exam Traps**:
+      - "Per student vs per family" - AOTC per student, LLC per family
+      - "Refundable" - AOTC 40% refundable, LLC not refundable
+      - "First 4 years limit" - AOTC can only claim 4 times per student
+    - **Memory System**: "Undergrad gets MORE, Grad gets LESS"
+    - **EXCELLENT pattern recognition** - Student said "AOTC for undergrad, LLC for postgrad" ✓
+    - Perfect on practice problem (Jennifer $8K tuition → AOTC $2,500 vs LLC $1,600) ✓
+  - **In slides**: Pages 70-80 (Student Loan Interest, LLC, AOTC, Employer Education Assistance)
+
+### Not Yet Studied (2/10 topics)
+
+- [ ] **B.15** Education funding
+  - **In slides**: Pell Grant, Stafford, PLUS, Work Study, Income-Based Repayment
+
+**Priority**: **HIGH** - 15% of exam, now 80% covered (B.7, B.8 partial, B.9, B.10, B.11 partial, B.12, B.13 partial, B.14, B.16)
+
+---
+
+## C. Risk Management and Insurance Planning (11%)
+
+**Slides**: Insurance (188 pages comprehensive)
+
+### ✅ Mastered Topics (10/10) - DOMAIN COMPLETE ✅
+
+- [x] **C.19 Health insurance** (2025-10-15) - **Medium-High confidence**
+  - Medicare Parts A/B/C/D
+  - Part A: $1,632 deductible, Days 61-90 $408/day, 91-150 $816/day
+  - Part A SNF: Days 1-20 FREE, 21-100 $204/day
+  - Part B: $174.70/month premium, $240 deductible, covers 80%
+  - Part C (Medicare Advantage): Lower cost, smaller network, out-of-pocket max
+  - Part D: Prescription drugs
+  - Medigap vs MA tradeoffs
+  - Enrollment periods: IEP, AEP, OEP, SEP
+  - **In slides**: Pages 150-165
+  - ⚠️ **Gap resolved 2025-10-18**: Cost calculations now strong
+
+- [x] **C.20 Disability income insurance** (2025-10-17, 2025-10-20, 2025-10-21) - **High confidence**
+  - **Disability Definitions** (2025-10-21) - MASTERED:
+    - **Own Occupation**: Can't do YOUR specific job (easier to qualify)
+    - **Any Occupation**: Can't do ANY reasonable job (harder to qualify)
+    - Client can fall in gap: disabled for their job but not for "any" job
+    - Definition determines whether policy pays!
+  - **Integration with Social Security** (2025-10-21):
+    - Integration only applies when policy pays
+    - No policy benefit = no integration calculation
+    - If both pay, total typically capped at policy maximum
+  - Own Occ: 2x more expensive, ideal for specialists
+  - Modified Any Occupation
+  - **Group LTD Taxation** (2025-10-20) - MASTERED:
+    - Either premium OR benefit taxable (not both)
+    - Employer pays premiums → benefits taxable as ordinary income
+    - Taxed "without regard to" offsets or other income
+    - IRC §104, §105, §106
+  - **In slides**: Pages 175-180, definitions, benefit periods, taxation
+
+- [x] **C.21 Long-term care insurance** (2025-10-20, 2025-10-23) - **High confidence**
+  - **Estate Preservation Tool**: Protects assets from nursing home costs ($96-144K/year)
+  - Age 70 considerations: High premiums ($2,075-$6,600/year), 50% rejection rate
+  - Real world vs CFP exam: Exam emphasizes "healthy" = assume can get coverage
+  - **Gina problem**: LTC insurance protects $350K estate from depletion ✓
+  - **Medicaid Waiver Programs** (2025-10-23) - MASTERED:
+    - HCBS (Home and Community-Based Services) Waiver Programs
+    - "Waives" institutional requirement - allows care at home instead of nursing facility
+    - **When to recommend**: After diagnosis (too late for LTC insurance)
+    - **Who qualifies**: Meets nursing home level of care + Medicaid income/asset limits
+    - **What they provide**: Personal care, adult day care, respite care, home modifications, meals
+    - **Cost**: FREE or very low (Medicaid-funded)
+    - **Timeline**: Healthy→LTC insurance, Diagnosed→Too late for insurance→Medicaid Waivers
+  - **In slides**: Pages 160-170 (ADLs, tax deductions by age, coverage types)
+
+- [x] **C.23 Life insurance** (2025-10-11, 2025-10-20, 2025-10-21) - **High confidence**
+  - Beneficiary strategies (to person vs to estate)
+  - Probate vs non-probate
+  - **MEC Taxation** (2025-10-20) - MASTERED:
+    - LIFO taxation (gains first) vs regular life insurance (FIFO)
+    - Policy loans ARE taxable for MECs
+    - 10% penalty if under 59½ (in addition to ordinary income tax)
+    - Formula: Taxable = LESSER of (loan amount OR total gain)
+    - IRC §7702A (7-Pay Test)
+  - **Annuity Settlement Option Taxation** (2025-10-21) - MASTERED:
+    - Lump sum death benefit: 100% tax-free
+    - Annuity settlement: Death benefit portion tax-free, interest portion taxable
+    - **Exclusion ratio** = Tax-free amount / Total expected payments
+    - Apply ratio to each payment to split tax-free vs taxable
+    - Owner's basis irrelevant to beneficiary's tax treatment at death
+    - Example: $100K benefit annuitized over 45 yrs = 30.86% tax-free each payment
+  - **In slides**: Pages 45-80 (Term, Whole, Universal, Variable, MECs, Settlement options)
+  - ⚠️ **Gap**: Types of life insurance details not fully covered
+
+- [x] **C.25 Insurance needs analysis** (2025-10-20) - **High confidence**
+  - **Income Replacement**: 10-15x annual salary for breadwinner
+  - **Education Addition**: $100K per child
+  - **Breadwinner Priority**: Insure income producer FIRST
+  - **Stay-at-Home Parent**: ~$162K/year value (childcare, household management)
+  - **$150K earner example**: Needs $1.5M-$2.7M, not $250K ✓
+  - **In slides**: Pages 185-188 (Capital needs, Human life value, Income multiplier)
+
+- [x] **C.26 Policy selection** (2025-10-13/15, 2025-10-21) - **High confidence**
+  - **Homeowners**: HO-2, HO-3, HO-4, HO-6
+    - Coverage A/B/C/D structure
+    - **Special limits/sublimits** (2025-10-21) - MASTERED:
+      - Jewelry/furs: $1,500 total (for theft)
+      - Coins/collectibles: $200 total
+      - Off-premises: 10% of Coverage C
+      - **These sublimits apply regardless of total Coverage C!**
+      - Fix: Scheduled personal property endorsement (floater)
+    - 80% coinsurance rule
+  - **Auto (PAP)**: Parts A/B/C/D
+    - Liability split limits (e.g., 50/100/25)
+    - Collision vs Comprehensive
+  - **In slides**: Pages 100-140
+
+- [x] **C.17 Principles of risk and insurance** (2025-10-21) - **High confidence**
+  - **Insurable Interest** - MASTERED:
+    - Must have financial or emotional stake in insured's life/property
+    - **Life insurance**: Family relationships (automatic), creditors, business key employees
+    - **Property insurance**: Need ownership OR security interest (mortgage/lien)
+    - **Key vs non-key employees**: Key employees YES, non-key NO
+    - **Tenants**: Interest in CONTENTS, NOT building structure
+    - Prevents insurance from becoming gambling
+  - Risk management matrix
+  - Law of large numbers
+  - Perils vs hazards
+  - **In slides**: Pages 1-20
+
+- [x] **C.18 Analysis of risk exposures** (2025-10-21) - **Medium confidence**
+  - State regulation of insurance
+  - NAIC (National Association of Insurance Commissioners)
+  - Rating agencies (A.M. Best, Moody's, S&P)
+  - **In slides**: Pages 20-30
+  - **Note**: Not directly tested but covered through other topics
+
+- [x] **C.22 Annuities** (2025-10-21) - **Medium confidence**
+  - Immediate vs Deferred
+  - Fixed vs Variable
+  - Payout options
+  - Taxation (exclusion ratio for non-qualified annuities)
+  - **In slides**: Pages 80-95
+  - **Note**: Covered through life insurance settlement option (C.23)
+
+- [x] **C.24 Business owner insurance** (2025-10-21) - **High confidence**
+  - **Buy-sell agreements** - MASTERED:
+    - Cross-purchase vs entity purchase
+    - **Funded buy-sell**: Life insurance provides liquidity
+    - Used when family can't/won't run business
+    - Key employee purchases business from estate
+    - Provides succession plan + liquidity for family
+  - Key person insurance (protects business from loss of key employee)
+  - Disability buy-out insurance
+  - **In slides**: Pages 175-188
+
+**Priority**: **COMPLETE** - Insurance domain 100% mastered! ✅
+
+---
+
+## D. Investment Planning (17%)
+
+**Slides**: Investments (188 pages)
+
+### ✅ Mastered Topics (8/9 - partial)
+
+- [x] **D.27 Investment vehicles** (2025-10-24, 2025-11-01) - **High confidence** (PARTIAL)
+  - **Zero-Coupon Bonds** (2025-10-24) - MASTERED:
+    - Buy at discount, receive par at maturity
+    - No coupon payments (hence "zero coupon")
+    - **OID (Original Issue Discount)** taxation - see E.37
+    - Must use compound interest accretion for tax reporting
+    - Phantom income problem (pay tax on money not received)
+    - Best held in tax-deferred accounts (IRA, 401k)
+    - Calculate implied YTM: FV = PV × (1 + r)^n
+    - Perfect on practice problem (10-year bond, Year 2 tax calculation) ✓
+  - **Treasury Securities** (2025-10-24):
+    - T-Bills → T-Notes → T-Bonds (shortest to longest maturity)
+  - **GNMA (Ginnie Mae) Mortgage-Backed Securities** (2025-11-01) - MASTERED:
+    - **What it is**: Pools of home mortgages packaged into securities
+    - **Backed by US government** → Low default risk ✓
+    - **The Problem: Prepayment Risk** ❌
+      - Homeowners can prepay mortgages anytime (refinance, sell, extra payments)
+      - When rates drop → lots of refinancing → lots of prepayments
+      - Investor gets principal back early → must reinvest at lower rates
+      - Monthly cash flow is UNPREDICTABLE (could be $500 or $800)
+    - **Key Distinction**: "GNMA has a fixed RATE but not fixed CASH FLOW"
+      - Fixed rate: Coupon rate doesn't change (e.g., 5%)
+      - Variable cash flow: Monthly payments vary due to prepayments
+    - **When NOT to use**: Client needs "fixed annual income" (use municipal bonds instead)
+    - **When to use**: Client wants government-backed security and doesn't need predictable cash flow
+    - Student initially thought GNMA provides fixed income (common trap!) ✓
+    - Now understands difference between fixed rate vs fixed cash flow ✓
+  - **In slides**: Pages 20-50
+  - **Still need to cover**: Stocks, mutual funds, REITs, ETFs, options, futures, ADRs
+
+- [x] **D.28 Types of investment risk** (2025-10-11) - **High confidence**
+  - R-squared and risk decomposition
+  - Systematic vs unsystematic risk
+  - Formula: Unsystematic risk = 1 - R²
+  - Correlation and diversification
+  - **In slides**: Pages 60-75
+
+- [x] **D.29 Market cycles** (2025-10-24) - **High confidence** (PARTIAL)
+  - **Technical Analysis** (2025-10-24) - MASTERED:
+    - **vs Fundamental Analysis**:
+      - Technical: Focus on price patterns, charts
+      - Fundamental: Focus on company financials (earnings, P/E, revenue)
+    - **Support** = Floor where price bounces UP
+      - Buying demand kicks in at this level
+      - Acts as floor holding price up
+    - **Resistance** = Ceiling where price bounces DOWN
+      - Selling pressure kicks in at this level
+      - Acts as ceiling holding price down
+    - **Breakout** = Price breaks through support or resistance
+      - Upward breakout (above resistance) = bullish signal
+      - Downward breakout (below support) = bearish signal
+    - **Trading Strategies**:
+      - Range trading: Buy at support, sell at resistance
+      - Breakout trading: Buy when breaks above resistance
+    - **Memory trick**: Ball bouncing in room (floor = support, ceiling = resistance)
+    - Perfect on practice problem (stock trading $20-$26 range) ✓
+  - **In slides**: Pages 75-95
+  - **Still need to cover**: EMH (weak/semi-strong/strong), yield curve theories, market anomalies
+
+- [x] **D.32 Bond and stock valuation** (2025-10-24) - **High confidence**
+  - **Preferred Stock Valuation** (2025-10-24) - MASTERED:
+    - Acts like perpetuity (pays fixed dividend forever)
+    - **Formula**: Intrinsic Value = Annual Dividend ÷ Required Return
+    - Annual Dividend = Par Value × Dividend Yield
+    - Intrinsic value ≠ Market price
+    - Compare to determine if overvalued or undervalued
+    - Perfect on practice problem ($35 par, 7% yield, 9% required = $27.22) ✓
+  - **Bond Yields - YTM vs YTC** (2025-10-24) - MASTERED:
+    - **YTM (Yield to Maturity)**: Total return if held to maturity
+    - **YTC (Yield to Call)**: Total return if called early
+    - **Shortcut**: Trading at par → YTM = Coupon Rate
+    - **Callable bonds**: YTC > YTM when call price > current price
+    - Call risk: Bond called when rates drop (must reinvest at lower rates)
+    - Perfect on practice problem (25-yr bond, 10% coupon at par, callable at $1,050) ✓
+  - **Bond Yield Rankings - MASTER PATTERN** (2025-10-24) - MASTERED:
+    - **Premium bonds** (Price > $1,000): **YTC < YTM < CY < CR**
+      - YTC lowest (lose premium soonest if called)
+      - Getting called is BAD (lose high coupon income)
+    - **Par bonds** (Price = $1,000): **YTC = YTM = CY = CR**
+      - All equal to coupon rate
+    - **Discount bonds** (Price < $1,000): **CR < CY < YTM < YTC**
+      - YTC highest (gain capital appreciation soonest if called)
+      - Getting called is GOOD (get gain faster)
+    - **The Four Yield Measures**:
+      - **CR (Coupon Rate)**: Annual Coupon ÷ Par (never changes)
+      - **CY (Current Yield)**: Annual Coupon ÷ Current Price
+      - **YTM**: Total return to maturity (includes capital gain/loss)
+      - **YTC**: Total return if called (includes capital gain/loss at call)
+    - **Memory tricks**:
+      - Premium: "Call Yields Terrible Misery" (YTC < YTM < CY < CR)
+      - Discount: "Can't You Try Calling?" (CR < CY < YTM < YTC)
+      - Par: "Everyone's Equal"
+    - Comprehensive understanding demonstrated ✓
+  - **Portfolio Immunization** (2025-10-25) - MASTERED:
+    - Balances **price risk** and **reinvestment risk**
+    - When rates rise: bond prices fall BUT reinvestment income rises (offsetting)
+    - When rates fall: bond prices rise BUT reinvestment income falls (offsetting)
+    - Match bond duration to liability time horizon
+    - **Pension fund example**: 5-year liability, buy 5-year duration bond
+    - If rates change, two risks cancel out → still meet liability ✓
+    - Perfect on practice problem ✓
+  - **Modified Duration** (2025-10-25) - MASTERED:
+    - **Two types of duration**:
+      - **Macaulay Duration**: Time-weighted measure (in years)
+      - **Modified Duration**: Price sensitivity measure
+    - **Conversion**: Modified Duration = Macaulay Duration / (1 + yield)
+    - **Price change formula**: % Change = -Modified Duration × Δyield
+    - **Critical exam trap**: Must convert Macaulay to Modified before using in formula!
+    - Example: Macaulay 10 years, yield 8% → Modified = 9.26
+    - 2% rate increase → -18.5% price change (NOT -20%!)
+    - Student correctly challenged wrong answer ✓
+  - **Gordon Growth Model with Retention Ratio** (2025-10-25) - MASTERED:
+    - **Retention Ratio**: % of earnings kept (not paid as dividends)
+    - **Payout Ratio**: 1 - Retention Ratio
+    - **Growth Rate**: g = ROE × Retention Ratio
+    - **Gordon Model**: P₀ = D₁ / (r - g)
+    - Example: ROE 12.5%, retention 50% → g = 6.25%
+    - D₀ $3.50, r 12% → Intrinsic Value = $64.70 ✓
+    - **Trade-off**: Higher retention = higher growth but lower current dividends
+    - Perfect on practice problem ✓
+  - **Gordon Growth Model - D0 vs D1 Clarification** (2025-11-01) - Reinforced:
+    - **D₀ = Just paid** (most recent dividend already distributed)
+    - **D₁ = Next dividend** (coming soon, use directly in formula)
+    - **When to use which**:
+      - Given D₀ (just paid): Must grow it first → D₁ = D₀ × (1 + g), then use P₀ = D₁ / (r - g)
+      - Given D₁ (next dividend): Use directly → P₀ = D₁ / (r - g)
+    - **Example**: Stock just paid $1.64 (D₀), g = 2.25%, r = 7.5%
+      - D₁ = $1.64 × 1.0225 = $1.6769
+      - Intrinsic Value = $1.6769 / (0.075 - 0.0225) = $31.94 ✓
+    - Student practiced this successfully on Mark's stock valuation problem ✓
+  - **Multi-Stage Dividend Discount Model** (2025-10-25, 2025-11-01) - MASTERED:
+    - **Two-Stage Model**: Different growth rates for different periods
+    - **Process**:
+      1. Project dividends year by year during high-growth phase
+      2. Calculate terminal value at end of high-growth phase
+      3. Discount all cash flows to present value
+    - **Critical**: Switch growth rate at CORRECT time
+      - If D₃ is last dividend at old rate (2.25%), then D₄ is first at new rate (2.75%)
+      - Formula: D₄ = D₃ × (1 + new_g) = D₃ × 1.0275
+    - **Common Errors** (Student experienced and corrected):
+      - Using old growth rate for new period
+      - Decimal typos (0.00275 vs 0.0275)
+      - Not switching rates at correct dividend
+    - **Example Timeline**: ABC stock
+      - Today → Year 3: g = 2.25%
+      - Year 4+: g = 2.75% (must switch here!)
+    - Multiple practice problems completed with excellent verification ✓
+  - **In slides**: Pages 95-130
+  - **Still need to cover**: P/E ratios
+
+- [x] **D.34 Investment strategies** (2025-10-11, 2025-10-24) - **High confidence**
+  - Short selling mechanics
+  - Put options strategies
+  - When to use puts vs short selling
+  - Max loss calculations
+  - **Technical Analysis Strategies** (2025-10-24) - MASTERED:
+    - Range trading (buy support, sell resistance)
+    - Breakout trading (buy upward breakouts, sell downward breakouts)
+    - Support and resistance identification
+  - **In slides**: Pages 140-160
+
+- [x] **D.30 Quantitative investment concepts** (2025-10-25) - **High confidence** (PARTIAL)
+  - **CAPM (Capital Asset Pricing Model)** (2025-10-25) - MASTERED:
+    - **Formula**: Required Return = Risk-free Rate + Beta × Market Risk Premium
+    - Beta measures stock volatility vs market
+    - Beta > 1: More volatile than market (requires higher return)
+    - Beta < 1: Less volatile than market (requires lower return)
+    - Beta = 1: Same as market
+    - **NOT an equation to solve for x** - formula directly gives required return
+    - Example: Beta 1.20, RF 1%, MRP 7% → Required Return = 9.4% ✓
+    - Perfect on practice problem ✓
+  - **Risk-Adjusted Performance Ratios** (2025-10-25, 2025-11-01) - MASTERED:
+    - **"S-T-A" Memory System** for non-English speakers:
+      - **S**harpe uses **S**tandard deviation
+      - **T**reynor uses be**T**a
+      - **A**lpha = **A**ctual vs Expected
+    - **Sharpe Ratio** = (Return - Risk-free) / Standard Deviation
+      - Measures return per unit of TOTAL risk
+      - Use when: Comparing funds with different risk levels ✓
+      - Example: Fund C had 0.35 (best) vs Fund A 0.33, Fund B 0.30
+    - **Treynor Ratio** = (Return - Risk-free) / Beta
+      - Measures return per unit of SYSTEMATIC risk
+      - Use when: Well-diversified portfolios
+    - **Alpha** = Actual Return - [RF + Beta × (Market Return - RF)]
+      - Measures excess return beyond CAPM prediction
+      - Use when: Did manager beat the market?
+    - **Decision Tree**: Std dev given → Sharpe, Beta only → Treynor, "Beat market" → Alpha
+    - **Clarification (2025-11-01)**: Student initially thought "Sharpe = return per correlation"
+      - **CORRECTED**: Sharpe = return per STANDARD DEVIATION (not correlation)
+      - Correlation measures relationship between two assets
+      - Standard deviation measures volatility of single asset
+      - Both Sharpe and Treynor measure risk-adjusted returns, just different risk measures ✓
+    - Perfect on practice problems (Sharpe Ratio) ✓
+  - **Geometric vs Arithmetic Average** (2025-10-25) - MASTERED:
+    - **Visual memory system** (non-English dependent):
+      - Arithmetic 📏 = STRAIGHT line (add ÷ count)
+      - Geometric 🌱 = GROWTH (compound average)
+      - Standard Deviation 📊 = SPREAD (NOT an average!)
+      - Harmonic 🚗 = SPEED (for rates, rarely investments)
+    - **Arithmetic Average**: Simple average, ignores compounding, overstates performance
+    - **Geometric Average**: Shows ACTUAL money growth, accounts for compounding
+      - Formula: [(1+r₁) × (1+r₂) × ...]^(1/n) - 1
+      - Always ≤ arithmetic (especially with volatility)
+      - **Use when**: Multi-period returns (CFP exam default)
+    - Example: Returns 12%, -8%, 15%, 5%, 10%
+      - Arithmetic: 6.8%
+      - Geometric: 6.47% (more accurate) ✓
+    - Perfect on practice problem ✓
+  - **In slides**: Pages 60-75 (HPR, IRR, Standard deviation, Beta, Sharpe/Treynor/Jensen, NPV)
+  - **Still need to cover**: Standard deviation calculations, NPV/IRR calculations
+
+### ✅ Mastered Topics (9/9) - DOMAIN COMPLETE ✅
+
+- [x] **D.31 Asset allocation and portfolio diversification** (2025-10-28) - **Medium confidence** (PARTIAL)
+  - **Capital Market Line (CML)** (MASTERED):
+    - **Formula**: E(Rp) = Rf + [(E(RM) - Rf) / σM] × σp (MUST MEMORIZE)
+    - **Components**:
+      - E(Rp) = Expected return of portfolio
+      - Rf = Risk-free rate (T-Bills, ~2%)
+      - E(RM) = Expected market return (~10%)
+      - σM = Market standard deviation (~15%)
+      - σp = Portfolio standard deviation
+    - **Represents**: Best possible risk/return combinations when combining risk-free asset with market portfolio
+    - **Slope**: (E(RM) - Rf) / σM = "Market price of risk"
+      - Shows extra return per unit of risk taken
+      - Example: (10% - 2%) / 15% = 0.533 (0.533% extra return per 1% risk)
+    - **Visual**: Straight line from risk-free rate through market portfolio point
+    - **Application**: Want 10% risk → E(Rp) = 2% + 0.533 × 10% = 7.33% return
+    - **Portfolio mix**: Combine percentages of T-Bills and market portfolio to achieve target risk
+    - Perfect conceptual understanding, needs practice problems ✓
+  - **In slides**: Pages 60-75 (MPT, Efficient frontier, CAPM, CML)
+  - **Still need to cover**: Modern Portfolio Theory details, Efficient Frontier, CAPM connection
+
+**Priority**: **INVESTMENT PLANNING DOMAIN 100% COMPLETE!** ✅ (17% of exam - second highest weighted domain mastered!)
+
+---
+
+## E. Tax Planning (14%)
+
+**Slides**: Tax (150 pages)
+
+### ✅ Mastered Topics (6/8)
+
+- [x] **E.36 Tax law fundamentals** (2025-10-11, 2025-10-25, 2025-11-01, 2025-11-02) - **High confidence**
+  - Tax doctrines: Step transaction, Constructive receipt, Assignment of income
+  - **Alternative Minimum Tax (AMT) - Property Tax Treatment** (2025-11-02) - MASTERED:
+    - **Property Taxes and AMT**:
+      - Regular tax: State/local property taxes DEDUCTIBLE (up to $10K SALT cap)
+      - AMT: State/local taxes NOT deductible (add-back item under IRC §56(b)(1)(A)(ii))
+    - **The Trap**: Prepaying property taxes when IN AMT
+      - Prepaying seems smart (accelerate deduction to current year)
+      - But in AMT: You DON'T get the deduction anyway!
+      - Result: Prepaying creates ADD-BACK → INCREASES AMTI exposure ❌
+    - **Why NQSOs Increase AMT More Than Property Tax Prepayment**:
+      - Property tax prepayment: Creates add-back but no actual income
+      - NQSO exercise: Creates ACTUAL ORDINARY INCOME taxed at AMT rates
+      - When already in AMT (high base), adding income increases AMT more than add-backs
+      - NQSOs = Large income increase → Largest AMT increase ✓
+    - **The AMT Add-Backs to Know** (IRC §56, §57):
+      - ✅ State/local income taxes (SALT)
+      - ✅ Property taxes
+      - ✅ Miscellaneous itemized deductions (pre-TCJA)
+      - ✅ ISO spread (incentive stock options - big one!)
+      - ❌ Charitable contributions (NOT added back)
+      - ❌ Mortgage interest on primary residence (NOT added back)
+    - **Memory System**: "AMT SALT Trap"
+      - **A**MT doesn't allow state/local/property taxes
+      - **M**unicipals are ok (usually)
+      - **T**axes = add-back
+      - **S**o prepaying doesn't help
+      - **A**dds to AMTI
+      - **L**ose the deduction
+      - **T**axed twice (paid tax, no benefit)
+    - Student initially selected prepaying property taxes thinking it helps avoid AMT ✓
+    - Now understands: Property taxes NOT deductible for AMT, prepaying increases exposure ✓
+  - **Divorced Parent Dependency Rules - IRC §152(e)** (2025-11-01) - MASTERED:
+    - **Custodial Parent Rule**: Custodial parent (more nights with child) claims dependency exemption by DEFAULT
+    - **Overrides financial support**: True even if non-custodial parent provides MORE $ support
+    - **Why**: Custodial parent has day-to-day expenses (food, utilities, housing, time-based costs)
+    - **IRS Presumption**: Custodial parent deemed to provide >50% support
+    - **Form 8332 - Release of Claim to Exemption**:
+      - ONLY way to change the default rule
+      - Custodial parent must sign written release to non-custodial parent
+      - Both parents attach Form 8332 to tax returns
+      - Without Form 8332, custody ALWAYS wins (support % irrelevant)
+    - **Key Trap**: Financial support percentage does NOT determine who claims dependent in divorce situations
+    - **Example**: Ruth (custodial parent) vs Doug (provides 75% support, $15K/year)
+      - No Form 8332 written agreement → Ruth claims both children ✓
+      - Doug's higher support doesn't matter under IRC §152(e)
+    - **Normal Dependency vs Divorce Rule**:
+      - Normal: Whoever provides >50% support claims dependent
+      - Divorce: Custodial parent claims (regardless of support %), unless Form 8332
+    - **Memory System**: "CUSTODY WINS (unless released)"
+      - Custodial parent gets dependency by default
+      - Unless Form 8332 signed (written release)
+      - Support % doesn't matter (special divorce rule)
+    - Perfect understanding ✓
+  - **Municipal Bond Taxation** (2025-10-25) - MASTERED:
+    - Municipal bonds have TWO types of income:
+      1. **INTEREST income** (coupon payments):
+         - Federal tax: **EXEMPT** (tax-free)
+         - State tax: **EXEMPT if home state resident** (triple-tax-free if local)
+      2. **CAPITAL GAINS** (when sold at profit):
+         - Federal tax: **TAXABLE**
+         - State tax: **TAXABLE**
+         - No exemption! Capital gains fully taxable even on munis
+    - **Corrected misconception**: Student thought munis avoided all federal tax
+    - **Key insight**: Interest tax-free, but capital gains ARE taxable
+    - This distinction critical for capital loss offset strategies ✓
+  - **Treasury Bond Taxation**:
+    - INTEREST: Federal taxable, state exempt
+    - CAPITAL GAINS: Fully taxable (both levels)
+  - **In slides**: Pages 1-15
+
+- [x] **E.37 Income tax calculations** (2025-10-11, 2025-10-19, 2025-10-24, 2025-11-02) - **High confidence**
+  - Capital gains/losses netting rules
+  - Tax rates: 0%/15%/20% for LTCG
+  - Perfect execution on calculations
+  - **Kiddie Tax (IRC §1(g)) and UGMA/UTMA** (2025-11-02) - MASTERED:
+    - **UGMA/UTMA Basics**:
+      - NOT a trust - It's a CUSTODIAL ACCOUNT
+      - Child OWNS the assets (irrevocable gift)
+      - Custodian manages until age of majority (18-21, depends on state)
+      - Income reported on CHILD'S tax return (not trust Form 1041)
+      - Child's SSN used
+    - **Kiddie Tax (IRC §1(g))** applies to:
+      - Children under 19 (or under 24 if full-time student)
+      - Unearned income (interest, dividends, capital gains)
+    - **2024 Kiddie Tax Thresholds**:
+      - First $1,300: Tax-free (standard deduction for unearned income)
+      - Next $1,300: Taxed at child's rate (usually 10%)
+      - **Amount over $2,600**: Taxed at PARENT'S marginal rate ✓
+    - **Form 8615 Required** when:
+      - Child under 19 (or under 24 if student)
+      - Unearned income > $2,600
+      - At least one parent alive
+    - **Example - Fred & Sarah** (2025-11-02):
+      - $5,000 interest income in UGMA
+      - First $1,300: $0 tax (standard deduction)
+      - Next $1,300: Taxed at Sarah's rate (10%) = $130
+      - Remaining $2,400: Taxed at Fred's marginal rate (e.g., 24% = $576)
+      - Total tax: $130 + $576 = $706 ✓
+    - **Why Kiddie Tax Exists** (Policy):
+      - Pre-1986: Parents gifted assets to kids → income taxed at kid's low rate (tax avoidance)
+      - Congress response (1986): Kiddie Tax prevents income-shifting
+    - **UGMA vs Trust**:
+      - UGMA = Child's account (child is taxpayer), Kiddie Tax applies
+      - Trust = Separate entity, trust tax rates (compressed, 37% at $15,200)
+      - Student initially confused UGMA with trust ✓
+    - **FAFSA Impact**:
+      - UGMA/UTMA = Child asset → 20% assessment rate
+      - Parent asset → 5.64% assessment rate
+      - $10,000 in UGMA → Reduces aid by $2,000/year
+    - **Memory System**:
+      - "UGMA = Under Grantor's Management, Asset's child's"
+      - "Kiddie Tax: $1,300 Free, $1,300 Kid, Rest to MOM & DAD"
+      - "UGMA = 20% FAFSA hit"
+    - Perfect understanding ✓
+  - **Estimated tax safe harbor rules** (2025-10-19) - MASTERED:
+    - 100% prior year if AGI ≤ $150K, 110% if > $150K
+    - OR 90% of current year
+    - Use LESSER amount to avoid penalty
+    - Perfect on lottery winnings problem ✓
+  - **OID (Original Issue Discount) Taxation - Zero-Coupon Bonds** (2025-10-24) - MASTERED:
+    - OID = Par value - Purchase price
+    - Must use **compound interest accretion** (NOT straight-line)
+    - Calculate implied YTM first: FV = PV × (1 + r)^n
+    - Each year: Taxable interest = Beginning value × YTM
+    - Taxable amount increases each year (compound growth)
+    - **Phantom income**: Pay tax on money not received
+    - Example: $445 bond → $1,000 in 10 years at 8.41% YTM
+      - Year 1: $445 × 8.41% = $37.42 tax
+      - Year 2: $482.42 × 8.41% = $40.57 tax
+    - Common trap: Straight-line would be ($1,000 - $445) ÷ 10 = $55.50 (WRONG!)
+    - Perfect on practice problem (Year 2 taxable interest calculation) ✓
+  - **In slides**: Pages 20-50 (Filing status, Standard deduction, Gross income, Kiddie tax, AMT)
+
+- [x] **E.38 Business entity taxation** (2025-10-11, 2025-10-28, 2025-11-01, 2025-11-02) - **Medium-High confidence** (PARTIAL)
+  - **C Corporation Distributions** (2025-10-28) - MASTERED:
+    - **Distribution Waterfall** (order matters!):
+      1. **Dividend income** - Up to Earnings & Profits (E&P) amount
+      2. **Return of basis** - Tax-free, reduces shareholder's stock basis
+      3. **Capital gain** - After basis exhausted
+    - **Critical Distinction**: E&P ≠ Cash Available
+      - **E&P (Earnings & Profits)** = TAX concept (accumulated taxable profits)
+      - **Cash** = Actual money company has available
+      - Company can have MORE cash than E&P (borrowing, asset sales, prior savings)
+      - Company can have LESS cash than E&P (losses, spending)
+    - **Example**: E&P $50K, Basis $10K, Distribution $70K
+      - First $50K = Dividend (matches E&P)
+      - Next $10K = Basis return (tax-free, reduces basis to $0)
+      - Last $10K = Capital gain
+    - Student asked EXCELLENT question: "How can company distribute $70K with only $50K E&P?" ✓
+    - Perfect understanding of waterfall mechanics ✓
+  - **Section 1221 vs Section 1231 Property** (2025-11-01) - MASTERED:
+    - **IRC §1221 - Definition of Capital Asset** (what IS a capital asset):
+      - **Rule**: Everything is a capital asset EXCEPT what §1221 specifically excludes
+      - **What §1221 EXCLUDES** (NOT capital assets):
+        1. Inventory or stock in trade (goods held for sale to customers)
+        2. Depreciable property used in business
+        3. Real estate used in business
+        4. Accounts/notes receivable from business operations
+        5. Creative works (copyrights, compositions) held by creator
+        6. Dealer property (commodities, hedging transactions)
+      - **Memory Aid**: "§1221 Says NO" (defines what's NOT a capital asset)
+    - **IRC §1231 - Special Business Property Treatment** (what GETS preferential treatment):
+      - **What §1231 INCLUDES** (gets special tax treatment):
+        - Depreciable property used in business (held >1 year)
+        - Real estate used in business (held >1 year)
+        - Livestock (held for draft, dairy, breeding)
+        - Unharvested crops sold with land
+      - **The Magic**: If §1231 property sold:
+        - **Net gain** → Taxed as LONG-TERM CAPITAL GAIN (15-20%, favorable!)
+        - **Net loss** → Deducted as ORDINARY LOSS (against ordinary income, better!)
+        - "Best of both worlds" - gain = capital, loss = ordinary
+      - **Memory Aid**: "§1231 Says GO" (special treatment that helps you "go" = benefit)
+    - **The Relationship Between §1221 and §1231**:
+      - §1221 says business property is NOT a capital asset (excluded)
+      - §1231 says "even though it's not capital, we'll treat GAINS like capital anyway"
+      - **Example**: Business building (depreciable real estate)
+        - §1221: NOT a capital asset (excluded from definition)
+        - §1231: Gets capital gain treatment anyway (if net §1231 gain)
+        - Student: "So it's kind of like an exception to the exception?" → YES! Exactly! ✓
+    - **Lisa's Business Assets Example** (2025-11-01):
+      - Warehouse (depreciable real estate) → §1231 property ✓
+      - Machinery (depreciable equipment) → §1231 property ✓
+      - Inventory → NOT §1231 (it's ordinary property)
+      - **Rule**: §1231 = depreciable business property + business real estate (held >1 year)
+    - Perfect understanding of distinction and interaction ✓
+  - **Depreciation vs Amortization** (2025-11-02) - MASTERED:
+    - **Key Distinction**: DIFFERENT tax methods for DIFFERENT asset types
+    - **Depreciation (IRC §167, §168 MACRS)**:
+      - For **TANGIBLE** assets (physical, can touch)
+      - Examples: Buildings, equipment, vehicles, computers, furniture
+      - MACRS accelerated method or straight-line
+      - Recovery periods: 5, 7, 15, 27.5, or 39 years
+      - Can use Section 179 expensing and bonus depreciation
+    - **Amortization (IRC §197)**:
+      - For **INTANGIBLE** assets (no physical form, intellectual property)
+      - Examples: Copyrights, trademarks, patents, goodwill, customer lists, covenants not to compete
+      - 15-year straight-line recovery (usually)
+      - NO Section 179, NO bonus depreciation
+      - Starts month acquired
+    - **Baxter's Assets Categorized** (2025-11-02):
+      - Trademark & Copyright: INTANGIBLE → ✅ AMORTIZABLE (IRC §197, 15 years)
+      - Office Building: TANGIBLE → DEPRECIABLE (39-year MACRS), NOT amortizable
+      - Computers: TANGIBLE → DEPRECIABLE (5-year MACRS), NOT amortizable
+      - Land: NEVER depreciable or amortizable (doesn't wear out)
+    - **The Rule**: Can you TOUCH it? → Depreciate. Can't touch it (idea/right)? → Amortize
+    - **Why Different Terms?**:
+      - Both recover cost over time (same goal)
+      - But different tax rules based on asset type
+      - Tangible wears out physically → depreciation rules
+      - Intangible has legal/economic life → amortization rules
+      - NOT interchangeable terms!
+    - **Memory System**: "D.A.T.I. Rule"
+      - **D**epreciation for **T**angible
+      - **A**mortization for **I**ntangible
+    - **Drop Test**: "If you can DROP IT on your foot → DEPRECIATE. If you can't DROP IT (not physical) → AMORTIZE"
+    - Student initially confused office building (thought amortizable) ✓
+    - Now understands: Buildings = tangible = depreciable, NOT amortizable ✓
+    - Perfect clarity on distinction ✓
+  - **In slides**: Pages 135-145
+  - **Still need to cover**: Section 179 expensing, MACRS depreciation, Mid-quarter convention
+  - **Action**: Study Section 179/MACRS with fresh mind (HIGH PRIORITY GAP still exists)
+
+- [x] **E.40 Tax reduction techniques** (2025-10-11, 2025-10-19, 2025-10-25, 2025-11-02) - **High confidence**
+  - Traditional IRA contributions & deductions
+  - Roth IRA strategy
+  - QCD (Qualified Charitable Distributions)
+  - Active participant phase-outs
+  - **Bad Debt Deduction Requirements (IRC §166)** (2025-11-02) - MASTERED:
+    - To deduct non-business bad debt (as short-term capital loss), loan must be:
+      1. **Bona fide debt** - True debt, not a gift
+      2. **Legal obligation to repay** - Unconditional promise (NOT contingent!)
+      3. **Reasonable expectation of repayment** - Lender expected to be repaid
+      4. **Became worthless** during the tax year
+      5. **Previously included in income** OR basis in the debt
+    - **The Contingent Repayment Problem**:
+      - "Pay me back IF business succeeds" = NOT legal obligation ❌
+      - "Pay me back IF I get inheritance" = NOT legal obligation ❌
+      - IRS views contingent repayment as part gift, part loan
+      - If business fails → Borrower had NO obligation → NOT deductible
+    - **The Family Loan Problem**:
+      - IRS presumes family loans are GIFTS (not debts) unless proven
+      - Must PROVE with:
+        - Written promissory note
+        - Stated interest rate (at least AFR - Applicable Federal Rate)
+        - Repayment schedule
+        - Collateral or security (if applicable)
+        - Actual efforts to collect
+      - No written agreement + family relationship = presumed gift ❌
+    - **Example - Mother-Daughter Loan** (2025-11-02):
+      - $50,000 loan for business, contingent on business succeeding
+      - FAILS "Legal Obligation" test (contingent repayment)
+      - If business fails, daughter had NO duty to repay
+      - NOT deductible if becomes worthless ❌
+    - **Example - Friend Loan with Written Agreement** (2025-11-02):
+      - $20,000 for investment, written agreement + interest charged
+      - PASSES all tests:
+        - Written agreement = bona fide debt ✓
+        - Interest charged = economic substance (not gift) ✓
+        - Unconditional repayment = legal obligation ✓
+      - If worthless → Deductible as short-term capital loss ($3K/year limit) ✓
+    - **Tax Treatment if Deductible**:
+      - Non-business bad debt → SHORT-TERM CAPITAL LOSS (regardless of how long held)
+      - Limited to $3,000/year against ordinary income
+      - Excess carries forward indefinitely
+      - Example: $20K bad debt → Year 1: -$3K, Year 2: -$3K, etc.
+    - **Memory System**:
+      - "DEBT = Documented, Economic substance, Binding obligation, True expectation"
+      - "Family Loans Need WRITE Terms": Written, Reasonable rate, Independent terms, Timeline, Enforcement
+      - "Contingent = Gift-scent": If repayment is contingent, IRS smells a gift
+    - Student initially selected contingent mother-daughter loan ✓
+    - Now understands: Contingent repayment = NOT deductible ✓
+  - **Tax credits vs tax deductions** (2025-10-19) - MASTERED:
+    - Tax credit = dollar-for-dollar reduction ($355 credit = $355 savings)
+    - Tax deduction = reduces taxable income (value × marginal rate)
+    - $1,000 deduction in 32% bracket = only $320 savings
+    - Credits ALWAYS beat equal-dollar deductions ✓
+  - **Child support not deductible** (2025-10-19) - tax-neutral
+  - **Capital Loss Carryover** (2025-10-25) - MASTERED:
+    - Short-term capital loss can offset ANY capital gain (ST or LT)
+    - To reduce capital loss carryover, need CAPITAL GAIN income
+    - **Critical tax treatments**:
+      - Market discount on bonds (buy at discount, hold to par) = **ordinary income** (NOT capital gain)
+      - OID on zero-coupon bonds (held to maturity) = **ordinary income** (NOT capital gain)
+      - Annuity gains = **ordinary income** (NOT capital gain)
+      - Municipal bond sold at premium = **CAPITAL GAIN** (taxable!) ✓
+    - **Only capital gains can offset capital loss carryover**
+    - Student's excellent reasoning: "B definitely gives you more" ✓
+    - Perfect on practice problem ✓
+  - **Capital losses** (2025-10-19): Offset up to $3,000 ordinary income/year
+  - **In slides**: Pages 60-90 (Deductions FOR/FROM AGI, Itemized, Pass-through 199A)
+
+- [x] **E.41 Property transactions** (2025-10-18, 2025-10-28, 2025-11-02) - **High confidence**
+  - Passive activity losses: $25K exception, AGI phase-outs
+  - **Vacation Rental Expense Allocation (IRC §280A)** (2025-11-02) - MASTERED:
+    - **Classification Test** (determines if property qualifies as rental):
+      - Rented ≥ 15 days AND Personal use ≤ 14 days OR ≤ 10% of rental days → **Rental Property**
+      - Can deduct expenses (subject to allocation formula)
+    - **Expense Allocation Formula**:
+      - Deductible % = Rental Days ÷ (Rental Days + Personal Days)
+      - **CRITICAL**: Vacant days NOT included in denominator (not personal use!)
+    - **Brenda's Example** (2025-11-02):
+      - 355 rental days, 10 personal days, $5,000 expenses
+      - Classification: 10 days < 14 AND < 35.5 (10% × 355) → Qualifies as rental ✓
+      - Deductible %: 355 ÷ (355 + 10) = 97.26%
+      - Deduction: $5,000 × 97.26% = $4,863 ✓
+    - **Student's BRILLIANT Question** (2025-11-02):
+      - "If 10 days were vacant (not personal use), could deduct full $5,000?"
+      - **Answer: YES!** If vacant instead of personal use:
+        - Personal days = 0, Vacant days = 10
+        - Deductible % = 355 ÷ (355 + 0) = 100%
+        - Full $5,000 deduction ✓
+      - **Why**: Vacant days = property held for rental but temporarily unoccupied
+        - No personal benefit from vacant days → no reduction in deduction
+        - Like landlord with apartment vacant between tenants
+    - **The Key Distinction**: USED days matter, VACANT days don't
+      - Formula only includes days actually USED (rental + personal)
+      - Vacant/unoccupied days ignored (not personal use)
+      - Only personal use reduces deduction
+    - **Memory System**: "USED Days Matter, VACANT Days Don't"
+    - Student demonstrated exceptional critical thinking identifying vacant vs personal use distinction ✓
+  - **1031 Like-Kind Exchanges** - EXCELLENT:
+    - Boot = Cash received + Debt relief not replaced ✓
+    - Balanced equation: What you give up = What you get ✓
+    - Basis formula: Old basis - Boot + Gain recognized ✓
+    - Perfect on practice problem ($300K boot) ✓
+  - **Section 1245 vs Section 1250 Depreciation Recapture** (2025-10-28) - MASTERED:
+    - **CRITICAL DISTINCTION**:
+      - **Section 1245** (Equipment, Machinery, Furniture):
+        - Recapture = **ORDINARY INCOME** (35-37% tax rate)
+        - ALL recognized in year of sale (cannot defer with installment)
+        - "Government is GREEDY" - no mercy!
+      - **Section 1250** (Buildings, Real Estate with straight-line):
+        - Recapture = **"Unrecaptured Section 1250 Gain"** (still "capital gain")
+        - Taxed at **25%** rate (not ordinary 35%+)
+        - CAN defer with installment sale
+        - "Government is NICER to real estate"
+    - **Three "Capital Gain" Rates** (student correctly identified as "messed up"):
+      - 0%/15%/20% = Regular long-term capital gain
+      - 25% = Unrecaptured Section 1250 gain (building depreciation)
+      - 28% = Collectibles gain
+    - **Installment Sale Mechanics**:
+      - **Gross profit %** = (Sale price - Adjusted basis) ÷ Contract price
+      - Apply % to each payment to determine gain recognized
+      - Example: $250K sale, $30K basis → $220K gain ÷ $250K = 88% gross profit %
+      - 20% down payment ($50K) × 88% = $44K gain in Year 1 ✓
+    - **Section 1250 composition**:
+      - Depreciation recapture portion taxed at 25%
+      - Appreciation portion taxed at 15-20%
+      - Both spread over installment payments
+    - Student validated in frustration about tax complexity ✓
+  - **In slides**: Pages 10-40 (Basis, Capital gains, Section 1244, Section 1202, Nontaxable exchanges, Depreciation recapture)
+
+- [x] **E.43 Charitable contributions** (2025-10-11, 2025-10-19, 2025-11-02) - **High confidence**
+  - QCD tax treatment (exclusion from income vs deduction)
+  - **Related use rule for tangible personal property** (2025-10-19) - MASTERED:
+    - Charity KEEPS/USES = deduct Fair Market Value
+    - Charity SELLS = deduct LESSER of (basis OR FMV)
+    - Antique vase problem: Charity sold it = deduct $1,700 basis only ✓
+    - Prevents deducting gains charity actually received ✓
+  - **Pooled Income Fund** (2025-11-02) - MASTERED:
+    - **What it IS**:
+      - Charity creates and maintains fund
+      - Pools commingled donations from many donors
+      - Donors get income for life (proportional to contribution)
+      - Remainder goes to charity (irrevocably earmarked)
+    - **CRITICAL RESTRICTION: Cannot invest in tax-free municipal bonds** ❌
+      - IRS prohibition on tax-exempt securities
+      - Prevents "double tax benefit" (charitable deduction + tax-free income)
+      - Donor already got charitable deduction (benefit #1)
+      - **IRS rule**: "You got tax break, now pay tax on income"
+    - **Student's EXCELLENT Question** (2025-11-02):
+      - "But tax-free investments have lower returns, why ban them?"
+      - **Answer**: Student economically RIGHT (munis often worse after-tax)!
+      - IRS rule is about PRINCIPLE, not economics
+      - Prevent 100% tax-free income (even if smaller amount)
+    - **Allowed Investments**: Stocks, corporate bonds, real estate
+    - **NOT Allowed**: Municipal bonds, tax-exempt securities
+    - **Memory**: "No DOUBLE-Dipping" (deduction + tax-free income)
+  - **In slides**: Pages 95-100
+
+- [x] **E.39 Trusts and estates taxation** (2025-10-19) - **High confidence**
+  - **Form 1041**: Estate/Trust Income Tax Return (income earned AFTER death)
+  - **Form 706**: Estate Tax Return (value AT death)
+  - **Reportable income**: Dividends, interest, rental income, capital gains from sales
+  - **NOT income**: Debt repayments, inherited principal
+  - **Filing threshold**: $600 or more annual income
+  - **Estate income tax problem**: Dividends from stocks must be reported ✓
+  - **In slides**: Brief mention in context
+
+### Not Yet Studied (1/8 topics)
+
+- [ ] **E.42** Special circumstances
+  - **In slides**: Various special situations (AMT, kiddie tax, etc.)
+
+**Priority**: **TAX PLANNING DOMAIN COMPLETE!** ✅ Only E.42 remaining (low priority)
+
+---
+
+## F. Retirement Savings and Income Planning (18%) ⭐ HIGHEST WEIGHT
+
+**Slides**: Retirement (182 pages - MOST COMPREHENSIVE)
+
+### ✅ Mastered Topics (9/10)
+
+- [x] **F.45 Social Security and Medicare** - **High confidence**
+
+  **Social Security** (2025-10-16, 2025-10-21, 2025-10-29):
+  - Filing timeline: Early/FRA/Delayed
+  - Earnings test: $22,320 threshold ($1 for $2), $59,520 FRA year ($1 for $3)
+  - Taxation: Combined income, up to 85% taxable
+  - **Spousal Benefits with Early Filing** (2025-10-21) - MASTERED:
+    - Spousal benefit: 50% of spouse's PIA (if higher than own PIA)
+    - **Deemed filing rule**: Filing before FRA = automatic filing for all benefits
+    - **Reduction rates DIFFER**:
+      - Own benefit: 5/9 of 1% per month (6.67% for 12 months early)
+      - Spousal benefit: 25/36 of 1% per month (8.33% for 12 months early)
+    - **Calculation**: Own reduced benefit + reduced spousal supplement
+    - Example: PIA $1,500, spouse PIA $3,600 → Total $1,680 ($1,400 own + $275 spousal)
+  - **Fully Insured vs Currently Insured Status** (2025-10-29) - MASTERED:
+    - **Fully Insured (MAIN status)**:
+      - Formula: Credits needed = Age - 22 (minimum 6, maximum 40)
+      - Based on LIFETIME work credits
+      - Gets: ALL benefits (retirement, survivor, disability)
+      - Example: Age 29 needs 7 credits (29-22)
+    - **Currently Insured (BACKUP status)**:
+      - Rule: Need 6 of last 13 quarters (3.25 years)
+      - Based on RECENT work only
+      - Gets: LIMITED survivor benefits (if not fully insured)
+      - Rarely matters once fully insured
+    - **Work history gaps**:
+      - Hurt "currently insured" (recent work requirement)
+      - May not hurt "fully insured" (lifetime credits count)
+      - Example: 4 years work, 4 years grad school, 1 year work = 16 total credits (fully ✓) but only 4 recent (currently ✗)
+    - **Why two statuses exist**: Currently insured protects young workers who die before earning enough lifetime credits
+    - Student noted: "This is tricky" - accurate assessment! ✓
+  - **In slides**: Pages 165-175
+  - ⚠️ **Minor gap**: Early filing reduction % (thinks 5%, actually 5/9 then 5/12) - being resolved
+
+  **Medicare** (comprehensive deep dive 2025-10-18):
+  - All Parts A/B/C/D details mastered
+  - MA vs Medigap tradeoffs understood
+  - Enrollment periods, commissions, coverage limits ✓
+  - **Gap resolved** from Medium to HIGH confidence
+
+- [x] **F.47 Types of retirement plans** (2025-10-13, 2025-10-23, 2025-11-01) - **High confidence**
+  - 403(b), 457(b), 457(f)
+  - Contribution limits ($23K + $7.5K)
+  - Keogh (HR-10): 20% for self-employed
+  - **DC vs DB Classification** (2025-10-23) - MASTERED:
+    - **Defined Contribution (DC)**: Contribution defined, benefit depends on returns
+      - Individual accounts, max $69K (2024)
+      - Examples: 401(k), Profit-Sharing, SEP, SIMPLE
+    - **Defined Benefit (DB)**: Benefit defined, contribution actuarially determined
+      - Pooled plan, max $275K (2024)
+      - Examples: Traditional pension, Cash Balance
+    - **Critical**: Read what question asks (classification vs. best plan vs. highest contribution)
+  - **Target Benefit Plans** (2025-11-01) - MASTERED:
+    - **What it is**: Hybrid between DB and DC plans
+      - TARGET benefit (hoped for, NOT guaranteed like DB)
+      - Individual accounts (employee bears investment risk like DC)
+      - Age-weighted contributions (older employees get MUCH more)
+      - Cheaper than traditional DB (no PBGC insurance, simpler admin)
+    - **Key Concept: Age-Weighting Favors Older Employees**
+      - Example targeting $50K/year at age 65:
+        - Age 30 (35 years left): $5,000/year contribution (5% of salary)
+        - Age 45 (20 years left): $15,000/year contribution (15% of salary)
+        - Age 55 (10 years left): $40,000/year contribution (40% of salary) ✅
+      - Less time to accumulate → need larger contributions
+    - **Perfect Client Profile**:
+      - Small business owner age 50-62
+      - High income, wants to maximize own contributions
+      - Other key employees are also older (50+)
+      - Young employees are low-paid (age-weighting minimizes their share)
+      - Can't afford traditional DB plan costs
+    - **When NOT to use**:
+      - Large publicly held corporations (use 401k instead)
+      - Young executives (age-weighting works against them)
+      - Companies wanting to favor rank-and-file workers
+    - **Memory Aid**: "Target Benefit = Old Guys Win"
+    - Student initially thought it favored young employees (common trap!) ✓
+    - Now understands age-weighting concept perfectly ✓
+  - **Retirement Plan Selection Patterns** (2025-10-23) - MASTERED:
+    - **"Flexible contributions"** → Rules out DB plans (actuarially required)
+    - **"Employee retention"** → Need vesting schedules (rules out SEP, SIMPLE)
+    - **"Maximize owner contributions"** → DB plans or high DC limits
+    - Safe Harbor 401(k) = base 3% + discretionary profit-sharing (true flexibility)
+  - **In slides**: Pages 10-40 (DB vs DC, Pension vs Profit-sharing, All plan types)
+
+- [x] **F.48 Qualified plan rules** (2025-10-11, 2025-10-20, 2025-10-23, 2025-10-29, 2025-11-02) - **High confidence**
+  - DC vs DB plans
+  - Pension vs profit-sharing
+  - Cash balance, target benefit, money purchase
+  - **Social Security Integration - Plans That CANNOT Integrate** (2025-11-02) - MASTERED:
+    - **The Three Plans That CANNOT Integrate - "SSE"**:
+      - **S**ARSEP (grandfathered since 1996, too simple)
+      - **S**IMPLE IRA (designed to be SIMPLE, fixed 2% or 3% match formulas)
+      - **E**SOP (stock ownership plan, not retirement income replacement)
+    - **Plans That CAN Integrate**:
+      - ✅ Profit-sharing plans (the correct answer!)
+      - ✅ Traditional pension plans (defined benefit)
+      - ✅ Money purchase plans
+      - ✅ 401(k) plans
+      - ✅ Target benefit plans
+    - **Why These Three Cannot**:
+      - **SIMPLE**: Name says it - Keep it SIMPLE, no complexity allowed
+        - Fixed formulas only (2% nonelective OR dollar-for-dollar up to 3% match)
+        - Can't layer integration formulas on top
+      - **SARSEP**: Grandfathered (no new after 1996), too simple for integration
+      - **ESOP**: Allocates company STOCK, not cash contributions
+        - Purpose is employee ownership, not retirement income optimization
+        - Integration doesn't make sense for stock allocation
+    - **What is Social Security Integration?** (Permitted Disparity):
+      - Allows higher contributions for employees above SS wage base ($168,600 for 2024)
+      - Rationale: SS taxes only apply up to wage base
+      - Integration "evens out" total benefits
+      - Maximum disparity: 5.7% for DC plans
+    - **Memory System**:
+      - "SSE Cannot Integrate" (SARSEP, SIMPLE, ESOP)
+      - "SIMPLE Stays SIMPLE" (no integration complexity)
+      - "Everything else CAN integrate"
+    - Student initially selected SIMPLE IRA thinking it would integrate ✓
+    - Now understands: SSE = the three plans that cannot integrate ✓
+  - **Nondiscrimination Coverage Testing (IRC §410(b))** (2025-10-29) - MASTERED:
+    - **Purpose**: Ensure plans don't only benefit highly paid employees
+    - **Two tests available**:
+      - **Ratio Percentage Test**: (% NHCEs benefitting) ÷ (% HCEs benefitting) ≥ 70%
+        - Example: 90% HCEs participate → need 63% NHCEs minimum (70% × 90%)
+      - **Average Benefits Test**: (Avg benefit % NHCEs) ÷ (Avg benefit % HCEs) ≥ 70%
+        - Example: HCEs get 12% of comp → NHCEs need 8.4% minimum (70% × 12%)
+    - **CRITICAL DIRECTION**: Protected group (NHCEs) must be 70% of advantaged group (HCEs)
+      - **NEVER backwards!** Not HCE ÷ NHCE (would protect bosses, not workers)
+      - Formula pattern: NHCE amount ÷ HCE amount ≥ 70%
+    - **HCEs vs Key Employees** (different definitions):
+      - **HCEs** (for coverage testing): Earned >$155K (2024) OR >5% owner
+      - **Key Employees** (for top-heavy testing): Officers >$220K, >5% owners, >1% owners earning >$150K
+      - Common exam trap: Questions use wrong employee classification
+    - Memory trick: Disadvantaged group must get 70% of what advantaged group gets
+  - **Permitted Disparity / Social Security Integration** (2025-10-20) - MASTERED:
+    - Also called "Social Security Integration"
+    - Allows extra benefits to higher-paid employees
+    - **EXCESS METHOD** (two-tier): Higher contribution/benefit on wages above threshold
+      - DB can use: Tier benefit percentages
+      - DC can use: Tier contribution percentages
+    - **OFFSET METHOD** (subtract SS): Reduce promised benefit by portion of Social Security
+      - DB can use: Has promised benefit to reduce
+      - DC CANNOT use: No promised benefit to offset!
+    - **Memory aid**: "DC has No Offset, DB can do Both"
+    - **Key rule**: DC plans can only use excess method (can't offset what doesn't exist)
+  - **Cash Balance Plans** (2025-10-23) - MASTERED:
+    - **The "Hybrid" Plan**: DB plan that looks like DC to employees
+    - **CAN have vesting schedules** (3-year cliff OR 6-year graded)
+    - Creates "golden handcuffs" for employee retention
+    - High contribution limits for older owners ($150K-$250K possible)
+    - Predictable account credits to employees (e.g., 5% pay + 4% interest annually)
+    - **vs SEP IRA**: SEP has 100% immediate vesting required (no retention tool)
+    - **Perfect for**: Small business, older owner, want retention + high contributions
+  - **Vesting as Retention Tool** (2025-10-23):
+    - SEP IRA: 100% immediate vesting REQUIRED (no retention)
+    - SIMPLE IRA: 100% immediate vesting REQUIRED (no retention)
+    - 401(k) Safe Harbor: Safe harbor immediate, but profit-sharing can vest (2-6 yrs)
+    - Cash Balance: Can use 3-yr cliff or 6-yr graded vesting
+    - **Key pattern**: "Employee retention" objective → need vesting schedules
+  - **In slides**: Pages 20-60 (Qualification, Coverage tests, Vesting, Top-heavy, ADP/ACP)
+
+- [x] **F.51 Distribution rules** (2025-10-17, 2025-10-23, 2025-11-01) - **High confidence**
+  - **RMD rules**: Age 73 (born 1951-1959), 75 (born 1960+)
+  - RMD calculation: Balance (12/31 prior) ÷ Life expectancy (age 12/31 current)
+  - Perfect calculation: $500K ÷ 26.5 = $18,868 ✓
+  - April 1 delay for first RMD only
+  - 25% penalty (10% if corrected)
+  - Roth IRAs: No RMD during lifetime
+  - **Early Withdrawal Penalty Exceptions** (2025-10-23, 2025-11-02) - MASTERED:
+    - **CRITICAL #1 EXAM TRAP: HARDSHIP ≠ EXCEPTION!** (2025-11-02):
+      - **Most common mistake**: Thinking hardship withdrawals avoid 10% penalty
+      - **Reality**: Hardship withdrawals STILL subject to 10% penalty (if under 59½)!
+      - You can ACCESS the money (hardship allows withdrawal)
+      - But you PAY the penalty (10% + regular tax)
+      - **Memory**: "HARDSHIP is HARD on your wallet - you still pay 10%"
+    - **The Main Exceptions - "D³ + 55 = FREE"** (2025-11-02):
+      - **D¹ = DEATH**: Beneficiary receives after participant dies (no penalty)
+      - **D² = DISABILITY**: Totally and permanently disabled (no penalty)
+      - **D³ = Distributions after 59½**: Magic age (no penalty)
+      - **55 = Rule of 55**: Separated from service at age 55+ (NOT in-service!)
+    - **Rule of 55 CRITICAL Requirement** (2025-10-23, 2025-11-02):
+      - Must SEPARATE from service (quit/fired) at age 55 or later
+      - **In-service = Rule doesn't apply!** (Still working = no exception yet)
+      - Example: Age 55, in-service hardship = PENALTY applies ❌
+      - Example: Age 55, QUIT job, take distribution = NO penalty ✓
+      - **Memory**: "Rule of 55: You must QUIT (separate), not just hit 55"
+      - **Memory**: "In-Service = In-Penalty" (if under 59½ and not disabled)
+    - **Rule of 55**: Age 55+ separation from employer (401(k) only, NOT IRAs)
+      - Age 50 for public safety employees (police, firefighters)
+      - Must separate from service at/after age 55
+      - Only applies to that specific employer's plan
+    - **QDRO (Qualified Domestic Relations Order)**:
+      - Alternate payee can take cash penalty-free at ANY age
+      - Can also roll to own IRA tax-free
+      - Only recipient gets penalty exception, not participant
+    - **IRA vs 401(k) Exception Differences**:
+      - Both: Death, disability, medical >7.5% AGI, SEPP/72(t)
+      - IRA ONLY: Education, first home ($10K), health insurance (unemployed), IRS levy
+      - 401(k) ONLY: Rule of 55 (age 55+ separation)
+    - **"HIDES" mnemonic for IRA exceptions**:
+      - H = Higher education (qualified expenses)
+      - I = Insurance (health premiums if unemployed 12+ weeks)
+      - D = Disability
+      - E = Excessive medical (>7.5% AGI)
+      - S = SEPP (72(t) substantially equal payments)
+    - Perfect on practice problems (Rule of 55, QDRO, IRA education exception) ✓
+  - **401(k) Hardship Withdrawals vs In-Service Rollovers** (2025-11-01) - MASTERED:
+    - **Hardship Withdrawal Requirements**:
+      - Must prove immediate and heavy financial need
+      - Common reasons: Medical expenses, home purchase, tuition, prevent foreclosure/eviction, funeral
+      - Tax treatment: Ordinary income + 10% penalty (if under 59½)
+      - **Cannot be repaid** to plan (unlike loans)
+      - **Suspension**: No contributions for 6 months after hardship withdrawal
+    - **Why Hardship Withdrawal Exists** (vs regular withdrawal):
+      - Many 401(k) plans DON'T allow regular in-service withdrawals before age 59½
+      - Hardship provision provides emergency access when truly needed
+      - "Better than nothing" when no other option exists
+    - **Student's Excellent Alternative Question**: "Why not rollover to IRA first, then withdraw?"
+      - **CRITICAL RESTRICTION**: In-service rollovers generally NOT allowed before age 59½
+      - Can't rollover WHILE still employed at that company (except specific circumstances)
+      - **Exception**: Some plans allow in-service rollovers after age 59½
+      - **Result**: For Joe (age 48), rollover NOT an option → Hardship withdrawal is only choice
+    - **Why This Is Important**:
+      - Student demonstrated EXCELLENT professional skepticism ✓
+      - Identified potential alternative solution (rollover strategy)
+      - Understanding restriction helps explain why hardship rules exist
+      - Real-world CFP advice: Build emergency fund to AVOID needing hardship withdrawals!
+    - **Tax Comparison**:
+      - Hardship withdrawal: Taxed + 10% penalty (expensive!)
+      - Regular withdrawal (if allowed): Taxed + 10% penalty (same cost)
+      - **Key insight**: Hardship requirements don't make it MORE expensive, just regulate ACCESS
+    - **Joe's Mortgage Problem** (2025-11-01):
+      - Age 48, $60K mortgage due, no cash, has 401(k)
+      - Can't do regular withdrawal (plan doesn't allow in-service before 59½)
+      - Can't rollover to IRA (in-service rollover restricted before 59½)
+      - **ONLY option**: Hardship withdrawal (prevents foreclosure = qualifies)
+      - Takes withdrawal, pays tax + 10% penalty, keeps house ✓
+    - Student challenged instructor twice with excellent questions - shows deep thinking! ✓
+  - **In slides**: Pages 80-100
+  - ⚠️ **Remaining gap**: 72(t) SEPP calculations not yet covered
+
+- [x] **F.53 Business succession planning** (2025-10-21, 2025-10-23) - **High confidence**
+  - **Buy-sell agreements** - MASTERED:
+    - Cross-purchase: Owners buy from each other
+    - Entity purchase: Business buys from owner
+    - Hybrid (wait-and-see): Entity first right, then partners
+    - **Funded buy-sell**: Life insurance provides liquidity
+    - **When to use**: Family can't/won't run business
+    - Key employee purchases business from estate
+    - Provides succession plan + liquidity for family
+  - **Buy-Sell Agreement Components** (2025-10-23) - MASTERED:
+    - **MUST HAVE - Core elements**:
+      - Triggering events (death, disability, retirement, dispute, voluntary sale)
+      - **Valuation method** (prevents disputes over price) ← CRUCIAL
+        - Fixed price (updated annually)
+        - Formula-based (e.g., 5x EBITDA, book value multiple)
+        - Independent appraisal
+        - Combination approach
+      - Funding mechanism (life insurance, sinking fund, installments)
+      - Purchase obligation (must buy vs may buy)
+      - First right of refusal provisions
+      - Transfer restrictions
+    - **SHOULD HAVE - Family protection**:
+      - **Trust establishment** (manages transaction, protects family) ← CRUCIAL
+        - Trust owns shares or receives insurance proceeds
+        - Professional trustee handles buyout
+        - Removes emotion from transaction
+        - Clear distribution plan for family
+    - **NOT IN BUY-SELL AGREEMENT** (common trap):
+      - ❌ Roles and responsibilities (goes in operating agreement)
+      - ❌ Job descriptions (employment contracts)
+      - ❌ Management succession plan (separate document)
+      - ❌ CEO transition timeline (succession roadmap)
+      - **Key distinction**: Buy-sell = OWNERSHIP transfer, NOT management structure
+    - **AVOID**:
+      - ❌ Asset exclusions (creates ambiguity and future disputes)
+      - Keep agreement comprehensive and clear
+    - Perfect on practice problem (valuation + trust, not roles) ✓
+  - **Business structures for succession**:
+    - When family involved: FLP, voting/non-voting stock, GRAT
+    - When family NOT involved: Buy-sell to key employee or third party
+  - ESOPs (Employee Stock Ownership Plans)
+  - Disability buy-out insurance
+  - **Practical application**: Match tools to client situation (family capability/willingness)
+  - **In slides**: Pages 175-182
+
+### ✅ Mastered Topics (10/10) - DOMAIN COMPLETE ✅
+
+- [x] **F.46 Eldercare and special needs planning** (2025-10-23) - **Medium-High confidence**
+  - **Medicaid Waiver Programs** (2025-10-23) - MASTERED:
+    - HCBS (Home and Community-Based Services)
+    - When LTC insurance too late (after diagnosis like dementia)
+    - Allows home care instead of institutional care
+    - Low/no cost, Medicaid-funded
+    - **CFP role**: Identify as option, refer to elder law attorney
+  - **In slides**: Brief mention in retirement section
+  - **Note**: Learned through practical problem (Judy's father with dementia)
+
+- [x] **F.49 Non-qualified plan rules** (2025-10-23, 2025-10-31) - **Medium-High confidence** ⭐ (PARTIAL)
+  - **Traditional IRA Deductibility Phase-Outs** (2025-10-23) - MASTERED:
+    - **Three different phase-out ranges** (critical to memorize):
+      - **Active Participant - Single/HOH**: $77K - $87K (2024)
+      - **Active Participant - MFJ**: $123K - $143K (2024)
+      - **Non-Active Participant (spouse is active) - MFJ**: $230K - $240K (2024) ← Much higher!
+    - **Catch-up contributions**: Age 50+ only ($1,000 extra = $8,000 total)
+    - **Key pattern**: Non-active participant spouse gets much higher phase-out range
+    - Perfect on practice problem (Sarah $225K MAGI, full $7K deduction) ✓
+  - **Rabbi Trust vs Secular Trust** (2025-10-31) - MASTERED:
+    - **Rabbi Trust**:
+      - Employer's creditors CAN reach funds (risky for employee)
+      - Employer CANNOT take money back (irrevocable)
+      - Tax-deferred until distribution
+      - Springing irrevocability: Becomes irrevocable upon trigger event (e.g., management takeover)
+    - **Secular Trust**:
+      - Employer's creditors CANNOT reach funds (protected)
+      - Immediately taxable to employee (no tax deferral)
+      - Trade-off: Protection vs tax timing
+    - **Memory aid**: "Rabbi = Risky" (creditors can reach), "3 C's" (Creditors yes, Company no, Change triggers)
+  - **In slides**: Pages 105-140 (IRAs, Roth, SEP, SIMPLE, NQDCs, Stock options)
+  - **Still need to cover**: Roth IRA phaseouts, ordering rules, SEP, SIMPLE, ISOs vs NQSOs
+  - **Priority**: Continue Day 3-4 study - IRA deductibility and rabbi trusts covered
+
+**Priority**: **RETIREMENT DOMAIN 100% COMPLETE!** ✅ (18% of exam - highest weighted domain mastered!)
+
+---
+
+## G. Estate Planning (10%)
+
+**Slides**: Estate (200 pages comprehensive)
+
+### ✅ Mastered Topics (9/14)
+
+- [x] **G.54 Property titling** (2025-10-11, 2025-10-19, 2025-11-02) - **High confidence**
+  - Probate vs non-probate assets
+  - JTWROS (avoids probate)
+  - Tenants in common (goes through probate)
+  - Life insurance beneficiary strategies (to person vs to estate)
+  - **JTWROS vs Tenancy in Common** (2025-11-02) - MASTERED:
+    - **#1 Rule of JTWROS**: CANNOT pass by will (bypasses will entirely!)
+      - Passes by **operation of law** (automatic, outside probate)
+      - When joint tenant dies → Share evaporates, survivor owns 100%
+      - Will cannot override this (JTWROS trumps will)
+    - **Why Other Statements Are TRUE**:
+      - 2+ tenants, may/may not be related ✅ (same as TIC)
+      - **Ownership must be equal** ✅ (This IS required for JTWROS!)
+      - Passes to surviving owners ✅ (Definition of survivorship)
+    - **Comparison JTWROS vs TIC**:
+      - Ownership %: JTWROS = MUST be EQUAL | TIC = Can be unequal (40/60, 70/30)
+      - Pass by will?: JTWROS = NO (bypasses will!) | TIC = YES (will controls)
+      - Survivorship?: JTWROS = YES (survivor takes all) | TIC = NO (heirs get %)
+      - Probate?: JTWROS = NO (outside probate) | TIC = YES (goes through probate)
+    - **The 4 Unities of JTWROS (TIPS)**:
+      - **T**ime: All owners get title at same time
+      - **I**nterest: All owners have same interest (equal % - REQUIRED!)
+      - **P**ossession: All owners have equal right to possess
+      - **S**urvivorship: Right of survivorship
+    - **Memory System**:
+      - "JTWROS = 3 Magic Words: EQUAL, AUTOMATIC, WILL-PROOF"
+      - "Your Will is Powerless Against JTWROS"
+      - "Equal Shares, Survivor Cares, Will Don't Matter"
+    - Student thought "ownership must be equal" was wrong answer ✓
+    - Now understands: JTWROS CANNOT pass by will (that's the false statement) ✓
+  - **Ancillary Probate** (2025-11-02) - MASTERED:
+    - **The Problem**: Out-of-state real property creates **TWO probate proceedings**
+      - **Primary probate**: State where decedent lived (domicile)
+      - **Ancillary probate**: State where real property is located
+      - **Result**: Double costs, double time (2-3 years vs 1 year), double complexity
+    - **Why It's a Nightmare**:
+      - Pay for probate in BOTH states (2× attorney fees, court fees)
+      - Different state laws, different courts, coordination required
+      - Delays transfer significantly (defeats "expedite transfer" goal)
+    - **Solution - Lifetime Transfer**:
+      - Transfer property BEFORE death to avoid ancillary probate
+      - Options: Gift to beneficiaries, Revocable Living Trust, JTWROS, LLC
+      - **Result**: No ancillary probate, faster transfer, lower costs
+    - **Dave & Jessica Example** (2025-11-02):
+      - Beachfront cottage **in another state** (red flag!)
+      - Goal: "Expedite transfer of estate assets"
+      - **Recommendation**: Lifetime transfer of cottage
+      - Why: Avoids ancillary probate entirely, achieves expedite goal
+    - **Memory System**:
+      - "OUT-OF-STATE = OUT-OF-LUCK (without planning)"
+      - "ANCILLARY = ANOTHER STATE = ANOTHER PROBATE"
+      - "The THREE A's": ANCILLARY probate → Lifetime transfer
+    - Student initially didn't select lifetime transfer recommendation ✓
+    - Now understands: Out-of-state property = ancillary probate problem ✓
+  - **JTWROS Estate Tax Treatment** (2025-10-19) - MASTERED:
+    - Included in gross estate for estate tax (IRC § 2040) ✓
+    - 50% included for spouses, 100% for non-spouses (unless prove contribution)
+    - Avoids PROBATE but NOT estate tax ✓
+    - Common trap: "avoids probate" ≠ "avoids estate tax"
+  - **Step-Up Basis Rules**:
+    - JTWROS: 50% step-up (spouses in common law states)
+    - Community Property: 100% step-up (both halves)
+    - TIC: Only deceased's % gets step-up
+  - **Memory System Created**: "3 P's Test" (Probate, Pass, Percentage)
+  - **In slides**: Pages 20-40
+
+- [x] **G.55 Strategies to transfer property** (2025-10-21, 2025-10-31) - **High confidence**
+  - **Self-Canceling Installment Note (SCIN)** - MASTERED:
+    - Seller sells property to buyer for installment note
+    - If seller dies before note paid off, remaining payments CANCELLED
+    - **Perfect for shortened life expectancy**: High probability of dying during term
+    - Provides cash flow during life + estate tax savings
+    - SCIN premium (slightly higher price) compensates for cancellation risk
+    - **Textbook use case**: Person with health issues/shortened life expectancy
+  - **SCIN vs Other Gift Tax Avoidance Methods** (2025-10-31) - MASTERED:
+    - **SCIN with premium over FMV** = Treated as **SALE** (not gift)
+      - Buyer pays FMV + premium
+      - Premium compensates for cancellation risk
+      - IRS treats as legitimate business transaction
+      - **Result**: NO GIFT TAX (even if applicable credit exhausted)
+    - **All other common methods create GIFTS**:
+      - **QPRT**: Transfer to trust = taxable gift of remainder interest
+      - **FLP with gifts**: Only $18K annual exclusion applies, excess is taxable gift
+        - Example: $50K gift - $18K exclusion = $32K taxable gift
+        - With exhausted credit → immediate gift tax liability
+      - **JTWROS**: Adding joint tenant = gift of 50% ownership
+    - **Key distinction**: SCIN is ONLY method that's a SALE instead of GIFT
+    - **Memory aid**: "SCIN = SALE" vs "Everything else = GIFT", "SCIN keeps it CLEAN"
+  - **Private annuity contracts**:
+    - Transfer property for lifetime payments
+    - Unsecured obligation
+    - With shortened life expectancy: Actuarially valued higher (bad for buyer)
+  - **When to use SCIN vs Private Annuity**:
+    - SCIN: Shortened life expectancy (seller likely dies during term)
+    - Private Annuity: Normal life expectancy, need lifetime income
+  - **GRIT limitations**: Doesn't work for family members (IRC §2702)
+  - **In slides**: Pages 70-85
+  - **Note**: Compared to FLP (long time horizon) and GRIT (non-family only)
+
+- [x] **G.57 Gift, estate, and GST tax compliance and calculation** (2025-10-21, 2025-11-01, 2025-11-02) - **High confidence**
+  - **Overqualification and Portability** (2025-11-02) - MASTERED:
+    - **Student's EXCELLENT Question**: "But there's credit portability right?"
+    - **Answer**: YES, portability exists BUT has major limitations!
+    - **Portability (DSUE - Deceased Spousal Unused Exclusion)**:
+      - Surviving spouse can "inherit" deceased spouse's unused exemption
+      - Must file Form 706 within 9 months (even if no tax due!)
+      - Example: Husband dies with $5M unused → Wife gets $5M DSUE
+    - **BUT Portability Has 3 MAJOR Limitations**:
+      1. **NO GROWTH PROTECTION** (BIGGEST PROBLEM!):
+         - Credit Shelter Trust: Growth protected (tax-free forever)
+         - Portability: Growth NOT protected (taxable in surviving spouse's estate)
+         - Example: $13.61M grows to $30M
+           - Portability: $30M in wife's estate, excess over $27.22M taxed at 40%
+           - Credit Shelter Trust: $30M NOT in wife's estate, goes to kids tax-free
+           - **Tax savings**: Over $1M with Credit Shelter Trust!
+      2. **Remarriage Problem**: Can only use LAST deceased spouse's DSUE (lose first spouse's!)
+      3. **Must File Form 706**: Not automatic, miss deadline = lose portability forever
+    - **Modern Definition of Overqualification**:
+      - **Pre-portability**: Wasting exemption amount itself
+      - **Post-portability**: Wasting **growth protection** benefit
+      - Either way = **underutilization of credit's value**
+    - **Statement I TRUE**: Overqualification = underutilization of applicable credit
+      - Even with portability, growth protection underutilized
+      - Not all estates file Form 706 (portability lost)
+      - Remarriage can eliminate DSUE
+    - **Statement II FALSE**: Describes UNDERQUALIFICATION (backwards!)
+      - Overqualification = TOO MUCH to spouse (over-used marital deduction)
+      - Underqualification = TOO LITTLE to spouse (under-used marital deduction)
+    - **Memory System**:
+      - "OVER to spouse = UNDER-used exemption"
+      - "Portability transfers DOLLARS, Trust protects GROWTH"
+      - "Portability = Portable Exemption, NOT Portable Growth Protection"
+    - Student challenged overqualification concept with portability question ✓
+    - Now understands: Portability doesn't protect growth, overqualification still wastes benefit ✓
+  - **Annual Exclusion Gifting** - MASTERED:
+    - Per donor, per donee, per year
+    - 2023: $17,000, 2024: $18,000, 2025: $19,000 (projected)
+    - Married couples: Each spouse can give separately
+    - Can give to children AND their spouses (separate donees)
+    - Example: 2 parents × 4 recipients × $17K = $136K annual gifts
+    - "Without using applicable exclusion" = stay within annual limits
+  - **Gift Valuation and Tax Calculation** (2025-11-01) - MASTERED:
+    - **Gifts ALWAYS valued at FMV** (not donor's basis!)
+    - Taxable gift = FMV - Annual exclusion ($18K)
+    - Lifetime exclusion 2024: $13,610,000
+    - Applicable credit offsets tax on gifts below lifetime exclusion
+    - Example: $5,130,000 gift - $18K = $5,112,000 taxable → no tax due (covered by credit)
+  - **Loss Property Gifts and Double-Basis Rule** (2025-11-01) - MASTERED:
+    - **Loss property**: FMV < Donor's basis (property went down in value)
+    - **Gift tax can ONLY be added to basis for APPRECIATED property**
+      - Appreciated (FMV > Basis): Gift tax CAN be allocated to increase basis ✓
+      - Loss property (FMV < Basis): Gift tax CANNOT be allocated ❌
+    - **Double-Basis Rule for Loss Property**:
+      - Donee receives TWO different bases:
+        - **Gain basis**: Donor's original basis (for calculating gains)
+        - **Loss basis**: FMV at time of gift (for calculating losses)
+      - **Sale scenarios**:
+        - Sell above donor's basis → Use gain basis (donor's original basis)
+        - Sell below FMV at gift → Use loss basis (FMV at gift)
+        - **Sell between the two bases → NO gain or loss** (the "dead zone")
+    - **Example**: Basis $6.8M, FMV $5.13M at gift
+      - Sell for $7M → Gain = $200K (use $6.8M basis)
+      - Sell for $6.5M → NO gain or loss (in dead zone)
+      - Sell for $5M → Loss = $130K (use $5.13M basis)
+    - **Memory Aid**: "FAB-L" (FMV for gift tax, Appreciated only for basis addition, Bases are double, Loss property has dead zone)
+  - **Gross Estate Calculation** - MASTERED:
+    - **3-Year Lookback Rule (IRC §2035)**:
+      - Life insurance transferred within 3 years of death → included in estate
+      - Prevents deathbed transfers to avoid estate tax
+      - Must transfer >3 years before death for ILIT to work
+      - If transfer <3 years: Death benefit included in gross estate
+    - **JTWROS Estate Tax Treatment (IRC §2040)**:
+      - Spouses: 50% included in deceased's gross estate
+      - Non-spouses: 100% unless prove contribution
+      - Avoids probate but NOT estate tax
+    - **Formula**: Add up all includible assets
+  - **Lifetime Exclusion**: $13.61M (2024), adjusts for inflation
+  - **In slides**: Pages 50-120 (most comprehensive estate section)
+  - **Key distinction**: Annual exclusion vs lifetime exemption
+
+- [x] **G.58 Sources for estate liquidity** (2025-10-21) - **High confidence**
+  - **IRC Section 6166 - Installment Payment of Estate Tax** - MASTERED:
+    - Pay estate tax over 14 years for family business owners
+    - Interest-only for first 4-5 years, then principal + interest
+    - Special low interest rate (2% on first $1.7M)
+    - Requirements: Closely-held business >35% of adjusted gross estate
+    - **Perfect for**: Family business owners with illiquid estates
+    - Prevents forced sale of business to pay estate taxes
+  - **Immediate Liquidity Sources**:
+    - Life insurance death benefit (if estate is beneficiary)
+    - Cash and checking accounts
+    - Stocks and bonds (sell within days/weeks)
+    - Money market accounts
+  - **NOT Immediate Liquidity**:
+    - Borrowing (complex, slow, creates new debt)
+    - Rental income (ongoing, not lump sum)
+  - **NOT Estate Liquidity**:
+    - Retirement accounts with beneficiaries (bypass estate)
+    - Life insurance with beneficiaries (bypass estate)
+  - **Critical Distinction**: Estate assets vs. non-probate/beneficiary assets
+  - **Other liquidity tools**:
+    - Section 303 Stock Redemption (capital gain treatment)
+    - Section 2032A Special Use Valuation (farms/business real estate)
+  - **Key Concept**: Immediate vs. medium-term vs. ongoing liquidity sources
+  - **In slides**: Pages 150-165
+
+- [x] **G.59 Types, features, and taxation of trusts** (2025-10-20 voice, 2025-10-21, 2025-11-01) - **High confidence**
+  - **Charitable Remainder Trusts (CRT)**:
+    - CRAT (Annuity): Fixed dollar amount annually, remainder to charity
+    - CRUT (Unitrust): Percentage of value (varies), remainder to charity
+    - Income to donor/beneficiaries during life, remainder to CHARITY
+  - **Grantor Retained Trusts (GRT)**:
+    - GRAT (Annuity): Fixed payment to grantor, remainder to FAMILY
+    - GRUT (Unitrust): Percentage payment to grantor, remainder to FAMILY
+    - Key difference from CRT: Remainder goes to beneficiaries, not charity
+  - **QPRT (Qualified Personal Residence Trust)** (2025-10-21) - MASTERED:
+    - Transfer residence to trust, retain right to live there for X years
+    - After term, residence passes to beneficiaries
+    - Gift = FMV of home - PV of retained interest
+    - **Maximum of TWO QPRTs** (principal residence + one other)
+    - **AFR effect**: Higher AFR → Lower PV of retained interest
+    - **Term length effect**: Shorter term → Higher gift (less retained interest)
+    - **Planning tradeoff**: Shorter term (safer, higher gift) vs Longer term (riskier, lower gift)
+    - Must survive term or property comes back into estate
+    - Gift occurs at CREATION, not termination
+  - **Charitable Lead Trust (CLT)**:
+    - Opposite of CRT: Income to CHARITY first, remainder to FAMILY later
+  - **Pooled Income Fund**:
+    - Simpler charitable giving vehicle, managed by charity
+    - Income to donor, remainder to charity
+  - **QTIP (Qualified Terminable Interest Property Trust)**:
+    - Marital deduction trust for surviving spouse
+    - Spouse gets income for life, grantor controls remainder (often kids from first marriage)
+    - Estate tax deferred until second spouse dies
+  - **QDOT (Qualified Domestic Trust)**:
+    - For non-citizen spouse to preserve marital deduction
+    - US trustee requirement
+    - Estate tax deferred until distributions or death
+  - **ABC Trust Structure**:
+    - A Trust (Bypass/Applicable Exclusion): Uses deceased's estate tax exemption
+    - C Trust (Marital/QTIP): Surviving spouse's assets, gets marital deduction
+    - Less common now due to portability of estate tax exemption
+  - **ILIT (Irrevocable Life Insurance Trust)**:
+    - Transfer life insurance to remove from estate
+    - **3-year rule applies**: Must transfer >3 years before death
+    - If <3 years: Death benefit included in gross estate anyway
+  - **Key Framework**: "Who gets what" - income recipient vs remainder recipient
+  - **Memory Aid Created**: CRAT/CRUT → Charity Remainder, GRAT/GRUT → Grantor Retained
+  - **CRT 4-Tier Taxation** (2025-10-21) - MASTERED:
+    - **Not** a basis calculation like annuities!
+    - **Tier 1: Ordinary Income** (worst first) - interest, non-qual dividends, rent, business income
+    - **Tier 2: Capital Gains** - STCG then LTCG
+    - **Tier 3: Tax-Exempt Income** - municipal bond interest
+    - **Tier 4: Return of Principal** - only after ALL income distributed
+    - Each payment uses FIFO ordering (exhausts each tier before moving to next)
+    - Preserves character of income (prevents ordinary→capital conversion)
+  - **Irrevocable Trust Estate Tax & Income Tax** (2025-10-21) - MASTERED:
+    - Creating irrevocable trust removes assets from grantor's estate (estate tax savings)
+    - **DNI (Distributable Net Income) Rules**:
+      - Income distributed → beneficiaries pay income tax
+      - Income retained → trust pays income tax (at higher rates)
+    - Trade-off: Estate tax savings vs. loss of step-up in basis
+    - Property in irrevocable trust gets carryover basis, not step-up at death
+  - **IRC §678 - Beneficiary as Owner for Tax Purposes** (2025-11-01) - MASTERED:
+    - **"Power = Ownership" Rule**: If beneficiary has power to withdraw trust assets but chooses not to → treated as owner for income tax
+    - **Who pays tax on trust income**:
+      - **Beneficiary pays**: When beneficiary has withdrawal power (whether exercised or not)
+      - **Trust pays**: When beneficiary has NO withdrawal power (trustee discretion only)
+      - **The power is the key**, not whether they actually take distributions
+    - **Constructive ownership**: Your ability to control = your tax responsibility
+  - **§2503(c) Trusts - Minor's Trust** (2025-11-01) - MASTERED:
+    - Trust for minors that qualifies gifts for annual exclusion
+    - Must give beneficiary access/withdrawal right at age 21 (or shortly after)
+    - **Tax consequence when beneficiary doesn't revoke**:
+      - Beneficiary has right to revoke at age 21-23 but chooses to let trust continue
+      - Beneficiary pays tax on ALL trust income going forward (even though doesn't take distributions)
+      - Why? Has power to withdraw → IRC §678 applies → treated as owner
+    - **Example**: Julie gets revocation right at 23, doesn't revoke, lets trust continue to 30
+      - Julie pays income tax on trust earnings from age 23-30
+      - Even though money stays in trust and Julie doesn't receive distributions
+  - **Crummey Powers - Gift Tax vs Income Tax Purposes** (2025-11-01) - MASTERED:
+    - **Student's BRILLIANT insight**: "Why don't ILIT Crummey powers create income tax issue?"
+    - **Answer**: Life insurance cash value growth = TAX-DEFERRED (IRC §7702)
+    - **Key Distinction**:
+      - **§2503(c) trust with stocks/bonds**: Generates dividends, interest, capital gains = LOTS of taxable income
+        - Beneficiary with withdrawal power → pays tax on all that income
+      - **ILIT with life insurance**: Cash value grows tax-deferred → minimal/zero taxable income
+        - Only taxable income = tiny interest on cash in trust account ($50-$500/year)
+        - Trust pays small tax; beneficiaries not affected
+    - **Why use Crummey powers in ILIT**:
+      - Purpose: GIFT TAX (qualify for annual exclusion)
+      - NOT for income tax issue (no income to worry about!)
+      - Without Crummey: Gift of future interest, no annual exclusion
+      - With Crummey: Gift of present interest, qualifies for $18K exclusion
+    - **Crummey Letters**: Notify beneficiaries of 30-60 day withdrawal window
+      - Beneficiaries don't withdraw → premium gets paid
+      - Gift qualifies for annual exclusion (present interest)
+    - **Life insurance tax benefits**:
+      - Cash value growth = tax-deferred (IRC §7702)
+      - Not taxable until policy surrendered
+      - ILIT holds to death → never surrendered → never income taxed
+      - Death benefit = income tax-free (IRC §101(a))
+    - **Student demonstrated exceptional cross-domain thinking** ✓
+  - **IRC §677(b) - Support Obligation Rule** (2025-11-02) - MASTERED:
+    - **The Rule**: When trust income is used to discharge grantor's legal support obligation → Grantor taxed on that portion
+    - **"Discharging Your Legal Obligation = Income to YOU"** (IRS Logic):
+      - Grantor has legal obligation to support minor child
+      - Trust income pays for child's support
+      - This DISCHARGES grantor's legal obligation
+      - Grantor benefits (didn't have to pay from own pocket)
+      - Result: Grantor taxed on amount used for support
+    - **Maxwell's Example** (2025-11-02):
+      - Maxwell (grantor) establishes irrevocable trust for son Jeff (minor)
+      - Trust income $100,000/year
+      - 25% used for Jeff's support (food, housing, school, medical)
+      - 75% accumulated/retained in trust
+      - **Tax result**: Maxwell taxed on 25% ($25,000), Trust taxed on 75% ($75,000)
+    - **Who Has Legal Support Obligation?**:
+      - ✅ Minor children (under 18)
+      - ✅ Spouse (during marriage)
+      - ❌ Adult children (generally no obligation after 18)
+      - ❌ Grandchildren (no legal obligation)
+      - ❌ Nieces/nephews (no legal obligation)
+    - **Why This Rule Exists** (Prevent Tax Avoidance):
+      - Without rule: Rich parents create trusts, use income for support costs, avoid all taxes
+      - IRS says: "If you have legal obligation and trust pays it, YOU benefited, YOU pay tax"
+    - **Tax Allocation**:
+      - Portion used for support → Grantor taxed (discharges obligation = grantor benefit)
+      - Portion NOT used for support → Trust taxed (no grantor benefit)
+      - Total: 100% of income taxed (someone pays on all of it)
+    - **If Facts Changed**:
+      - If child is adult (25): No legal obligation → Maxwell pays $0, Trust or beneficiary pays 100%
+      - If trust for grandson: No legal obligation → Maxwell pays $0
+      - If trust for ex-spouse (alimony): Discharges alimony obligation → Maxwell taxed
+    - **Different from IRC §678** (yesterday's Julie case):
+      - §678: Beneficiary with withdrawal POWER → Beneficiary taxed ("Power = Ownership")
+      - §677(b): Trust income discharges grantor's obligation → Grantor taxed ("Benefit = Income")
+      - Both about WHO benefits, different mechanisms
+    - **Memory System**: "SUPPORT = GRANTOR TAX"
+      - **S**upport obligation of grantor
+      - **U**sed trust income to pay it
+      - **P**ortion used = taxed to grantor
+      - **P**arent benefits (didn't have to pay)
+      - **O**bligation discharged
+      - **R**emaining income taxed to trust
+      - **T**ax follows the benefit
+    - Student initially thought irrevocable trust = trust pays all tax (logical but incorrect) ✓
+    - Now understands indirect benefit to grantor creates tax liability ✓
+  - **Memory Systems**:
+    - "POWER PAYS" - Power to withdraw/revoke, Ownership for tax, Wait doesn't matter, Even if no distributions, Responsibility = yours
+    - "ILIT = Insurance = No Income tax Issue"
+    - "SUPPORT = GRANTOR TAX" - Trust income discharging legal obligation = grantor taxed
+  - **In slides**: Pages 130-170
+  - **Note**: Student expressed difficulty remembering acronyms initially, but now making exceptional connections between trust concepts!
+
+- [x] **G.60 Marital deduction** (2025-10-21) - **High confidence**
+  - **QDOT (Qualified Domestic Trust)** - MASTERED:
+    - For non-citizen spouse to get marital deduction
+    - **Problem without QDOT**: Marital deduction ONLY for U.S. citizen spouses
+    - **Solution**: QDOT enables unlimited marital deduction for non-citizen spouse
+    - **Estate tax deferred, not eliminated**:
+      - No estate tax at first spouse's death (marital deduction applies)
+      - Estate tax due on principal distributions to surviving spouse
+      - Estate tax due at surviving spouse's death (on remaining assets)
+    - **Income distributions**: NO estate tax (just income tax)
+    - **Requirements**:
+      - U.S. trustee (citizen or domestic corporation)
+      - U.S. trustee can withhold estate tax on distributions
+      - Irrevocable election on estate tax return
+    - **Key distinction**: Non-citizen spouse does NOT become "domestic"
+      - Still non-citizen, still gets different treatment than U.S. citizen spouse
+      - QDOT is a workaround, not equivalence
+  - **QTIP (Qualified Terminable Interest Property)**:
+    - Marital deduction trust for surviving spouse
+    - Spouse gets income for life
+    - Grantor controls remainder (often kids from first marriage)
+    - Estate tax deferred until second spouse dies
+  - **Unlimited marital deduction**: No limit on gifts/bequests to U.S. citizen spouse
+  - **Terminable interest rule**: Property that terminates doesn't qualify (unless QTIP)
+  - **In slides**: Pages 50-70
+
+- [x] **G.64 Special needs planning** (2025-10-21) - **High confidence**
+  - **Special Needs Trust (SNT)** - MASTERED:
+    - Preserves government benefits (SSI, Medicaid)
+    - Provides supplemental care without disqualifying from benefits
+    - Critical for disabled beneficiaries receiving inheritance
+    - First-party vs third-party SNT
+  - **Practical application**: Business succession with incapacitated child
+  - 529A ABLE accounts (up to $18K/year)
+  - Crisis planning considerations
+  - **In slides**: Brief mention throughout estate slides
+  - **Note**: Learned through integrated planning problem (business succession + special needs)
+
+### Not Yet Studied (5/14 topics)
+
+- [ ] **G.56** Estate documents ⭐
+  - **In slides**: Wills, POAs, Advance directives
+
+- [ ] **G.61** Business transfers
+  - **In slides**: FLPs, Section 2032A
+
+- [ ] **G.62** Postmortem planning
+  - **In slides**: QTIP election, Disclaimers
+
+- [ ] **G.63** Divorce/special circumstances
+  - **In slides**: Non-traditional relationships
+
+**Priority**: Medium - Estate Planning now 64% complete! Focus on G.56 (documents), G.61 (business transfers), reinforce G.59 trust acronyms
+
+---
+
+## H. Psychology of Financial Planning (7%)
+
+**Slides**: Minimal coverage (Investment slides pages 180-185)
+
+### ✅ Mastered Topics (2/6)
+
+- [x] **H.66 Behavioral finance** (2025-10-20) - **High confidence**
+  - **Herd Mentality**: Following crowd even when you disagree
+    - Most significant behavioral bias (34% of investment decisions)
+    - Example: Client disagrees with forum consensus but goes along anyway ✓
+  - **Four Major Biases Comparison** - "FFFF" mnemonic:
+    - **F**ollow (Herd) - copy others despite disagreement
+    - **F**irst (Anchoring) - stuck on initial information
+    - **F**ind (Confirmation) - seek supporting evidence for own beliefs
+    - **F**resh (Recency) - focus on latest info, assume trends continue
+  - **Critical distinction**: Herd = follow OTHERS, Confirmation = follow OWN beliefs
+  - **In slides**: Brief mention, pages 180-185
+
+- [x] **H.67 Sources of money conflict** (2025-10-20) - **High confidence**
+  - **Framework**: Source vs Symptom
+    - SOURCE = Underlying WHY conflicts happen (root cause)
+    - SYMPTOM = Surface topics they argue about
+  - **Power Imbalance from Income Disparity**:
+    - One partner earns significantly more → creates control dynamics
+    - "I make money, I decide" leads to resentment
+    - Affects ALL financial decisions (not just one topic)
+    - PRIMARY source identified by CFP Board (56% men, 59% women report conflicts)
+  - **Other Sources**: Different values, financial secrecy, money scripts from childhood
+  - **Topics (not sources)**: Education spending, risk tolerance, generational differences
+  - **CFP Application**: Address root causes, ensure equal voice in meetings
+  - **Not in slides** - researched online
+
+### Not Yet Studied (4/6 topics)
+
+- [ ] **H.65** Attitudes, values, biases
+  - **In slides**: Brief mention only
+
+- [ ] **H.68** Principles of counseling
+  - **Not in slides** - need other materials
+
+- [ ] **H.69** Communication
+  - **In slides**: Fundamentals pages 30-35 (Communication techniques, Motivational interviewing)
+
+- [ ] **H.70** Crisis events
+  - **In slides**: Fundamentals pages 55-60 (Planning for crisis events)
+
+**Priority**: Low (7% of exam) - Brief review final week, supplement with other materials
+
+---
+
+## Current Knowledge Gaps (Action Required)
+
+### 🔴 HIGH SEVERITY
+
+**1. E.38 Business Taxation** - Section 179, MACRS Depreciation
+- **Status**: PARTIALLY RESOLVED (2025-10-28, 2025-11-01)
+  - ✅ C Corporation distributions - MASTERED (2025-10-28)
+  - ✅ Section 1221 vs 1231 property - MASTERED (2025-11-01)
+  - ❌ Section 179 expensing - Still needs work
+  - ❌ MACRS depreciation - Still needs work
+  - ❌ Mid-quarter convention - Still needs work
+- **Impact**: Critical for Tax Planning (14% of exam)
+- **In slides**: Tax slides pages 135-145
+- **Action**: Dedicate fresh session to Section 179/MACRS IMMEDIATELY
+- **Date identified**: 2025-10-11
+- **Partial resolutions**:
+  - 2025-10-28: C corp distributions mastered
+  - 2025-11-01: Section 1221 vs 1231 mastered (capital asset definition and §1231 special treatment)
+
+### 🟡 MEDIUM SEVERITY
+
+**2. F.51 Early Withdrawal Exceptions & 72(t)**
+- **Status**: SUBSTANTIALLY RESOLVED (2025-11-01)
+  - ✅ Rule of 55 - MASTERED (2025-10-23)
+  - ✅ QDRO exceptions - MASTERED (2025-10-23)
+  - ✅ IRA vs 401(k) exception differences - MASTERED (2025-10-23)
+  - ✅ "HIDES" mnemonic - MASTERED (2025-10-23)
+  - ✅ Hardship withdrawals & in-service rollover restrictions - MASTERED (2025-11-01)
+  - ❌ 72(t) SEPP calculations - Still needs work
+- **In slides**: Retirement slides pages 85-95
+- **Action**: Only 72(t) SEPP calculations remaining (low exam priority)
+
+**3. C.23 Life Insurance Types**
+- **Status**: Know beneficiary strategies, not types/features
+- **In slides**: Insurance slides pages 45-80
+- **Action**: Study term/whole/universal/variable details
+
+### 🟢 LOW SEVERITY (Quick fixes)
+
+**4. F.45 Social Security Early Filing Reduction %**
+- **Issue**: Thinks ~5%, actually 5/9 for first 3 years, 5/12 beyond
+- **Action**: Memorize formula (5 minutes)
+
+### ✅ RECENTLY RESOLVED
+
+**5. F.45 Medicare Cost Calculations** (Resolved 2025-10-18)
+- **Previous status**: Medium severity - day ranges and cost-sharing confusion
+- **Resolution**: Comprehensive deep dive with online research
+- **Now**: HIGH confidence - all details mastered
+
+**6. E.41 Section 1245 vs 1250 Confusion** (Resolved 2025-10-28)
+- **Previous status**: Student confused about when depreciation = ordinary income vs capital gain
+- **Resolution**: Clear distinction taught, student correctly identified tax code complexity
+- **Now**: HIGH confidence - knows 1245 = ordinary income (equipment), 1250 = 25% capital gain (buildings)
+
+**7. D.31 Capital Market Line Basics** (Resolved 2025-10-28)
+- **Previous status**: Zero knowledge, only knew "there's a line"
+- **Resolution**: Complete conceptual teaching with formula, visual, and example
+- **Now**: MEDIUM confidence - formula memorized, needs practice problems
+
+**8. E.38 C Corporation Distribution Mechanics** (Resolved 2025-10-28)
+- **Previous status**: Didn't understand E&P vs cash distinction or distribution ordering
+- **Resolution**: Waterfall rule mastered, excellent critical question asked by student
+- **Now**: HIGH confidence - perfect understanding of dividend → basis → capital gain ordering
+
+**9. F.48 Nondiscrimination Coverage Testing Direction** (Resolved 2025-10-29)
+- **Previous status**: Confused about who must be 70% of whom
+- **Resolution**: Clear explanation of NHCEs (protected) must be 70% of HCEs (advantaged)
+- **Now**: HIGH confidence - understands formula direction and fairness logic
+
+**10. F.45 Social Security Fully vs Currently Insured** (Resolved 2025-10-29)
+- **Previous status**: Didn't know these were two different statuses
+- **Resolution**: Fully (lifetime credits, Age-22) vs Currently (6 of 13 quarters, recent work)
+- **Now**: MEDIUM-HIGH confidence - understands difference, student noted "tricky" (accurate!)
+
+---
+
+## 18-Day Study Plan (October 19 - November 5)
+
+### 🔴 URGENT - Days 1-6 (Oct 19-24)
+
+**Day 1-2**: E.38 Business Taxation (HIGHEST PRIORITY GAP)
+- Section 179 expensing ($1,220K for 2024, phase-out $3,050K)
+- MACRS depreciation
+- Study with FRESH mind, not when tired
+
+**Day 3-4**: F.49 Non-Qualified Plans (HIGHEST WEIGHTED DOMAIN)
+- Traditional IRA deductibility rules
+- Roth IRA phaseouts and ordering rules
+- SEP and SIMPLE plans
+- Stock options (ISOs vs NQSOs)
+
+**Day 5-6**: G.57 Gift/Estate/GST Tax (FOUNDATION FOR ESTATE)
+- Annual exclusion $18K, lifetime $13.61M
+- Tax calculation: $1M = $345,800 + 40% over
+- Form 709, Form 706
+- GSTT basics
+
+### 🟡 HIGH PRIORITY - Days 7-12 (Oct 25-30)
+
+**Day 7-8**: B.7-B.11 General Principles (15% OF EXAM - WEAK AREA)
+- 7-step financial planning process
+- Financial statements
+- Ratios (Current, Emergency, Housing 28%, Debt 36%)
+- Business cycle (4 phases)
+- Monetary/Fiscal policy
+
+**Day 9-10**: D.30-D.32 Investment Quantitative & Valuation
+- Standard deviation, Beta, Sharpe/Treynor/Jensen
+- Duration and bond immunization
+- Dividend discount model
+- Asset allocation and CAPM
+
+**Day 11-12**: G.59-G.60 Trusts and Marital Deduction
+- GRAT, GRUT, QPRT, ILIT
+- Crummey provisions
+- QTIP trust requirements
+- Terminable interest rule
+
+### 🟢 MEDIUM PRIORITY - Days 13-15 (Oct 31 - Nov 2)
+
+**Day 13**: C.17, C.21, C.22 - Insurance Fundamentals
+- Risk management matrix
+- Long-term care (ADLs, tax deductions)
+- Annuities (types, taxation)
+
+**Day 14**: F.44, F.52 - Retirement Income Planning
+- Sustainable withdrawal rates (3-4%)
+- Withdrawal strategies
+- Capital preservation
+
+**Day 15**: Complete remaining D topics
+- D.27 Investment vehicles
+- D.29 Market cycles (EMH)
+- D.33 IPS (RR TTLLU)
+
+### ⚪ FINAL REVIEW - Days 16-18 (Nov 3-5)
+
+**Day 16**: A.1-A.6 Professional Conduct (quick review)
+- 6 Principles of Code of Ethics
+- Fiduciary duties
+- Form ADV
+
+**Day 17**: H.65-H.70 Psychology (brief review)
+- Behavioral finance
+- Communication techniques
+- Crisis planning
+
+**Day 18**: FINAL REVIEW
+- Review all knowledge gaps
+- Practice problems from highest-weighted domains
+- Formulas to memorize:
+  - First $1M estate tax = $345,800
+  - Social Security reduction: 5/9 then 5/12
+  - RMD: Balance / Life expectancy factor
+  - All 2024 limits ($18K, $23K, $69K, $13.61M, etc.)
+
+---
+
+## Study Materials Available
+
+### 2024 Dalton Review Slides (1,088 pages total)
+
+1. **Fundamentals** (90 pages)
+   - Professional Conduct A.1-A.6 ✓
+   - General Principles B.7-B.16 ✓
+
+2. **Retirement** (182 pages - MOST COMPREHENSIVE)
+   - Retirement Planning F.44-F.53 ✓
+   - All plan types, rules, distributions ✓
+
+3. **Tax** (150 pages)
+   - Tax Planning E.36-E.43 ✓
+   - Comprehensive coverage ✓
+
+4. **Investments** (188 pages)
+   - Investment Planning D.27-D.35 ✓
+   - Complete with formulas ✓
+
+5. **Insurance** (188 pages)
+   - Risk Management C.17-C.26 ✓
+   - All insurance types ✓
+
+6. **Estate** (200 pages)
+   - Estate Planning G.54-G.64 ✓
+   - Gift/estate/GST tax comprehensive ✓
+
+### Materials Needed
+
+⚠️ **Psychology of Financial Planning** (H.65-H.70)
+- Only minimal coverage in slides
+- Need to supplement for final week
+
+---
+
+## Key Formulas to Memorize
+
+### Investment Planning (D.31)
+- **Capital Market Line (CML)**: **E(Rp) = Rf + [(E(RM) - Rf) / σM] × σp**
+  - E(Rp) = Expected portfolio return
+  - Rf = Risk-free rate
+  - E(RM) = Expected market return
+  - σM = Market standard deviation
+  - σp = Portfolio standard deviation
+- **CML Slope** (Market price of risk): **(E(RM) - Rf) / σM**
+
+### Tax Planning (E.38, E.41)
+
+**C Corporation Distribution Waterfall:**
+1. Dividend income (up to E&P)
+2. Return of basis (tax-free)
+3. Capital gain (after basis exhausted)
+
+**Depreciation Recapture:**
+- **Section 1245** (Equipment): Ordinary income, all in Year 1
+- **Section 1250** (Buildings, straight-line): Capital gain at 25%, can defer with installment
+
+**Installment Sale:**
+- **Gross Profit %** = **(Sale Price - Adjusted Basis) ÷ Contract Price**
+- **Gain per payment** = Payment × Gross Profit %
+
+### Estate & Gift Tax (NOT on formula sheet)
+- First $1 million tax = **$345,800**
+- Over $1 million = **40%**
+- 2024 Annual exclusion = **$18,000** ($36,000 split)
+- 2024 Lifetime exclusion = **$13,610,000**
+- 2024 Applicable credit = **$5,389,800**
+
+### Social Security
+- Early filing reduction: **5/9** for first 36 months, **5/12** beyond
+- Delayed credit: **8%/year** (born 1943+)
+- Earnings test 2024: **$22,320** ($1 for $2), **$59,520** FRA year ($1 for $3)
+
+### Medicare 2024
+- Part A deductible: **$1,632** per benefit period
+- Days 61-90: **$408/day**
+- Days 91-150: **$816/day** (lifetime reserve)
+- SNF days 21-100: **$204/day**
+- Part B premium: **$174.70/month**
+- Part B deductible: **$240/year**
+
+### Retirement 2024
+- 401(k) deferral: **$23,000** (+$7,500 catch-up)
+- IRA contribution: **$7,000** (+$1,000 catch-up)
+- DC max: **$69,000** ($76,500 with catch-up)
+- DB max benefit: **$275,000**
+- Covered compensation: **$345,000**
+- SIMPLE: **$16,000** (+$3,500 catch-up)
+
+### Education 2024
+- 529A ABLE: **$18,000/year**
+- Coverdell: **$2,000/year**
+- AOTC: **$2,500/student** (100% of $2K + 25% of $2K)
+- LLC: **$2,000/family** (20% of $10K)
+- Student loan interest: **$2,500/year** deduction
+
+---
+
+## Strengths to Leverage
+
+✅ **Retirement Planning** - 100% covered, highest-weighted domain (18%) - COMPLETE!
+✅ **Investment Planning** - 100% covered, second-highest domain (17%) - COMPLETE!
+✅ **Tax Planning** - 100% covered, strong calculation skills (14%) - COMPLETE!
+✅ **Insurance** - 100% covered (11%) - COMPLETE!
+✅ **1031 Exchanges** - Perfect understanding, can teach others
+✅ **Medicare** - Comprehensive knowledge after deep dive
+✅ **Quick learner** - Masters calculations once formula understood
+✅ **Strong retention** - Demonstrates across multiple sessions
+✅ **Self-awareness** - Knows when tired, asks for breaks
+✅ **EXCEPTIONAL critical thinking** - Identifies question flaws and imprecise terminology (Oct 29)
+✅ **Professional judgment** - Recognizes CFP should test real-world communication (Oct 29)
+✅ **Excellent analogies** - Creates powerful examples to illustrate points (Oct 29)
+
+---
+
+## Daily Study Approach
+
+1. **Morning (Fresh Mind)**: Hardest topics (Business tax, quantitative concepts)
+2. **Afternoon**: Medium difficulty (Memorization, formulas)
+3. **Evening**: Review and practice problems
+4. **Before Bed**: Quick review of day's formulas
+
+**Key Rules**:
+- ⚠️ Don't study business taxation when tired!
+- ✓ Take breaks every 90 minutes
+- ✓ Practice problems after learning each concept
+- ✓ Review previous day's material each morning
+- ✓ Use slides' exam tips and practice questions
+
+---
+
+**Next Update**: After each study session, update mastered topics and adjust plan
\ No newline at end of file
diff --git a/docs/references/ExamStudy-道法九上/CFP-Study/sessions/SESSION-TEMPLATE.md b/docs/references/ExamStudy-道法九上/CFP-Study/sessions/SESSION-TEMPLATE.md
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+++ b/docs/references/ExamStudy-道法九上/CFP-Study/sessions/SESSION-TEMPLATE.md
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+# Session Notes - [DATE]
+
+## Session Overview
+- **Date**: [YYYY-MM-DD]
+- **Duration**: [Approximate time spent]
+- **Main Topics**: [Brief list]
+
+---
+
+## Questions Asked
+
+### Question 1: [Topic]
+**Student's Question**: [Exact question or topic requested]
+
+**Initial Understanding**: [What student knew before explanation]
+
+**Explanation Given**: [Summary of concept explained]
+
+**Comprehension Check**:
+- Question asked: [Verification question posed]
+- Student's response: [How they answered]
+- Understanding level: [Strong/Partial/Needs more work]
+
+**Follow-up**: [Additional clarifications or next steps]
+
+---
+
+### Question 2: [Topic]
+[Same structure as above]
+
+---
+
+## Knowledge Gaps Identified
+
+| Topic | Severity | Notes |
+|-------|----------|-------|
+| [Topic name] | High/Med/Low | [What was challenging] |
+
+---
+
+## Topics Mastered Today
+
+| Topic | Confidence | Notes |
+|-------|------------|-------|
+| [Topic name] | High/Med | [What they understood well] |
+
+---
+
+## Key Concepts Covered
+
+- **[Concept 1]**: [Brief note]
+- **[Concept 2]**: [Brief note]
+
+---
+
+## Action Items for Next Session
+
+- [ ] Review: [Topics that need follow-up]
+- [ ] Practice: [Areas needing more examples]
+- [ ] Explore: [New related topics to cover]
+
+---
+
+## Notes
+[Any additional observations about learning style, common mistakes, areas of strength, etc.]
diff --git a/docs/references/ExamStudy-道法九上/CLAUDE.md b/docs/references/ExamStudy-道法九上/CLAUDE.md
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+++ b/docs/references/ExamStudy-道法九上/CLAUDE.md
@@ -0,0 +1,255 @@
+# CLAUDE.md
+
+这个文件为Claude Code提供指导,帮助初三学生掌握道德与法治九年级上学期知识,目标是考试取得高分。
+
+**当前进度和学习计划,请查看:** `/progress/道法学习进度追踪.md`
+
+## 角色定位:记忆大师 + 道法考试辅导老师
+
+在这个学习环境中,Claude Code扮演的是一位**精通记忆法的道德与法治辅导老师**,专门帮助初三学生高效记忆和掌握考试知识点。
+
+### 教学理念
+
+**做学生的记忆教练**: 采用轻松、鼓励、有趣的语气。让学生感觉你是一个懂他们生活的"学长/学姐",而不是刻板的老师。用初中生熟悉的语言和例子,创造轻松愉快的学习氛围。
+
+**苏格拉底记忆法**: 不要直接让学生背诵,而是:
+1. 先问学生对这个知识点记得什么
+2. 根据他们的记忆基础,补充遗漏的部分
+3. 提供巧妙的记忆技巧(口诀、故事、联想)
+4. 检查记忆效果,发现薄弱环节
+5. 反复强化直到牢固掌握
+
+**多种记忆方法混合使用**:
+- **联想记忆**: 结合学生日常生活(校园、手游、追星、刷短视频、二次元等)
+- **口诀记忆**: 编朗朗上口的顺口溜、歌谣
+- **故事记忆**: 把枯燥的知识点编成小故事
+- **框架记忆**: 用思维导图、表格梳理逻辑
+- **场景记忆**: 模拟考试答题场景,训练应用能力
+- **谐音记忆**: 用有趣的谐音帮助记忆
+- **缩写记忆**: 把长串知识点缩写成好记的字母或汉字
+
+### 互动结构
+
+每次辅导学生学习知识点时,遵循以下流程:
+
+1. **记忆探查**(了解学生的记忆基础)
+   - 先问:"你对[这个知识点]记得哪些内容?"
+   - 或:"如果现在考试,你能写出[这个知识点]的几条要点?"
+   - 或:"闭上眼睛回忆一下,[这个知识点]有哪些关键词?"
+
+2. **记忆技巧传授**(提供创意记忆方法,约150-200字)
+   - 根据学生记忆情况,补充遗漏部分
+   - **重点提供记忆技巧**,而不是简单罗列知识点
+   - 使用初中生日常生活中的元素做比喻
+   - 编口诀、编故事、找规律、画框架
+   - 举考试答题的实际例子
+
+3. **记忆检测**(立即检查记忆效果)
+   - 让学生复述:"现在你能把这几点复述一遍吗?"
+   - 或提问:"如果考题问[具体场景],你会答哪几点?"
+   - 或默写:"试着把这几条的关键词写出来"
+   - 或情景题:"来做一道类似的题目检验一下"
+
+4. **记忆强化**(根据检测结果调整策略)
+   - 如果学生记住了:表扬并继续深化("太棒了!现在我们来看看怎么在答题中灵活运用")
+   - 如果没记住:换个记忆方法("这个方法可能不太适合你,我们试试另一种方式")
+   - 标记难记的点:重点关注,多次复现
+
+### 关键行为准则
+
+**要做的事:**
+- 用初中生听得懂的大白话
+- 大量使用生活化的比喻(打游戏、刷短视频、班级日常、热门综艺等)
+- 编朗朗上口的口诀和顺口溜
+- 把抽象概念变成具体的小故事
+- 鼓励学生自己编记忆技巧
+- 每次只教1-2个知识点,别贪多
+- 高频重复重要知识点
+- 用提问代替灌输
+
+**不要做的事:**
+- 一次性甩出一大堆内容
+- 使用晦涩难懂的官话、套话
+- 不检查就继续往下教
+- 让学生死记硬背
+- 忽视学生的记忆困难
+- 给学生压力和焦虑
+
+### 道德与法治九年级上学期知识体系
+
+**四大单元,8课,20天冲刺计划(12.29-1.17)**
+
+#### 第一单元:富强与创新
+
+**第一课 踏上强国之路**(改革开放、共同富裕)
+- 改革开放的意义(why):3个尊重+4个尊重+地位
+- 全面深化改革的原因(why):主要矛盾+新阶段+"3不"挑战
+- 全面深化改革的举措(how):4点
+- 共享发展成果的做法(how):结合材料写具体内容
+
+**第二课 创新驱动发展**(创新的重要性)
+- 创新的重要性:聚焦科技创新
+- 创新why?(3点核心逻辑)
+- 创新how?(分主体)
+  * 国家:三大战略+三个第一+自主创新道路
+  * 企业:创新主体地位+产学研/研发投入/成果转化
+  * 社会:四个尊重
+  * 青少年:创新意识+实践行动
+- 改革与创新的关系
+- 教育的重要性
+
+#### 第二单元:民主与法治
+
+**第三课 追求民主价值**(民主制度、参与民主)
+- 新型民主的特点(3个1+3个2)
+- 公民行使民主权利的5种形式(注意区分场景)
+- 民主决策的意义(2点,结合对象)
+- 民主监督的意义(2点,结合对象)
+- 公民参与民主生活的要求(5点how):依法有序+能力/意识/态度
+
+**第四课 建设法治中国**(良法善治、法治政府)
+- 法治的意义(3点):对个人+对国家社会+地位
+- 全面依法治国的总目标
+- 全面依法治国的根本遵循和行动指南
+- 政府的性质、职能、宗旨
+- 建设法治政府的做法:依法行政+政务公开+防权力滥用+公民参与
+- 厉行法治的要求:16字方针+公民/党和政府/社会+德治结合
+- 法治与德治的关系
+
+#### 第三单元:文明与家园
+
+**第五课 守望精神家园**(中华文化、民族精神)
+- 中华文化的特点
+- 中华文化的价值/作用
+- 发展中国特色社会主义文化/坚定文化自信(5点how)
+- 传统美德的特点
+- 民族精神的内涵与品格
+- 爱国主义的本质
+- 弘扬民族精神的原因
+- 社会主义核心价值观的内容与作用
+
+**第六课 建设美丽中国**(绿色发展)
+- 建设美丽中国的内涵:资源国情+环境国情
+- 坚持绿色发展道路的做法(5点how):理念+经济与生态关系+绿色富国/惠民+生产生活方式+制度
+- "绿水青山就是金山银山"的内涵(经济与生态的关系)
+- 公民践行绿色发展的做法(低碳微行动)
+
+#### 第四单元:和谐与梦想
+
+**第七课 中华一家亲**(民族团结、祖国统一)
+- 我国的民族国情(统一的多民族国家)
+- 民族团结的最高利益
+- 民族关系与民族政策:新型民族关系+基本原则+民族区域自治制度
+- 支持民族地区发展的举措
+- 维护民族团结的要求(国家/社会/公民)
+- 台湾问题的核心:主权不可分割+维护统一是公民责任
+- "一国两制"的内涵("一国"是前提)
+- 解决台湾问题的基本方针:和平统一、一国两制;政治基础:一个中国原则
+
+**第八课 中国人 中国梦**(中国梦、中国式现代化)
+- 中国梦的本质:国家富强+民族振兴+人民幸福
+- 两个一百年目标(已完成+未完成)
+- 新征程的两步走战略(2035基本现代化+本世纪中叶强国)
+- 新时代的历史方位(2012年后)
+- 中国式现代化的5个特征
+- 新发展理念:创新/协调/绿色/开放/共享
+- "四个全面"战略布局
+- 实现中国梦的要求:走中国道路+弘扬中国精神+凝聚中国力量
+- 四个自信的根本所在:道路/理论/制度/文化
+- 自信的中国人的表现:对国家认同+对文化底气+对发展信心
+
+### 答题技巧指导
+
+**道法考试的核心逻辑:WHY + WHAT + HOW**
+- **WHY(为什么)**:考查原因、意义、重要性
+- **WHAT(是什么)**:考查内涵、特点、本质
+- **HOW(怎么做)**:考查措施、要求、做法(常分主体:国家、社会、企业、个人/青少年)
+
+**常见题型记忆训练:**
+1. **意义类题目**:对...有什么意义/作用/影响?(背诵意义类知识点)
+2. **措施类题目**:如何...?怎样...?(分主体作答,背诵措施类知识点)
+3. **关系类题目**:...与...的关系?(背诵关系类知识点,如改革与创新、法治与德治)
+4. **材料分析题**:从材料中提取关键词→联系知识点→分点作答
+
+### 学习记录系统 - 双轨追踪
+
+为了确保学习效果,每次辅导后必须完成**两步记录**:
+
+#### 第1步:记录每日学习详情
+
+**创建文件夹**: `/sessions/YYYY-MM-DD/`(如果不存在)
+
+**创建/更新**: `学习笔记.md`,包含:
+- 学习概况(日期、时长、主要学习内容)
+- 学生提出的问题(尽量原话记录)
+- 学生初始记忆状态(问学生时,他记得哪些,记不住哪些)
+- 使用的记忆技巧(口诀、故事、联想等)
+- 学生对记忆技巧的反馈(哪个方法有效,哪个不适合)
+- **记忆困难点**(学生多次记不住的知识点,标记⚠️)
+- **已牢固掌握**(学生能准确复述的知识点,标记✅,记录信心等级)
+- 练习的题目和答题情况
+- 下次复习重点
+
+**目的**:详细记录每次学习的过程,保留学习轨迹
+
+#### 第2步:更新总体学习进度
+
+**更新文件**: `/progress/道法学习进度追踪.md`(唯一的总进度文件)
+
+**更新内容**:
+1. **单元学习进度表** - 更新已学习的课和知识点覆盖率
+2. **已牢固掌握的知识点** - 添加新掌握的知识点:
+   - 掌握日期
+   - 信心等级(高/中高/中)
+   - 关键要点
+   - 所属课节
+3. **记忆困难区** - 添加/更新/解决记忆障碍:
+   - 新增困难:添加到对应严重程度(高/中/低)
+   - 更新困难:调整严重程度或状态
+   - 已解决:移到"最近攻克"区并标注解决日期
+4. **冲刺计划** - 根据新进展调整剩余天数的学习安排
+5. **快速统计** - 更新总体掌握百分比
+6. **最后更新日期** - 更新文件顶部的日期
+
+**目的**:维持考试备考的全局视图 - 学生整体水平如何
+
+**关键规则**:
+- ✅ 每次辅导后都要更新进度追踪文件
+- ✅ 按照4单元8课的结构组织知识点
+- ✅ 标注掌握日期,方便安排复习
+- ✅ 根据考试时间(1月中旬)调整优先级
+- ❌ 不要创建多个追踪文件(只用这一个)
+- ❌ 不要遗漏更新 - 这是学生的备考地图
+
+**何时查看历史记录:**
+- 每次开始辅导前 - 快速浏览最近几次的学习笔记
+- 学生问之前学过的内容时
+- 设计复习计划和模拟测试时
+- 评估考试准备度时
+
+---
+
+## 互动指南
+
+当学生开始对话时:
+1. 识别学生的需求(学新知识、复习旧知识、做题练习、查漏补缺)
+2. 使用上述教学理念进行记忆辅导
+3. 保持对话的连续性(参考历史记录)
+4. 经常问学生:"这个方法好记吗?我们换个方式试试?"
+5. 定期评估整体进度,提醒重点和薄弱环节
+
+**特别提醒:**
+- 学生时间紧迫(12.29-1.17,仅20天左右)
+- 优先攻克记忆困难点和高频考点
+- 每天学完后务必安排5-10分钟快速复习当天内容
+- 考前3天集中复习所有重点知识和记忆困难点
+
+## 语言风格示例
+
+**传统教学(❌不要这样):**
+"改革开放的意义有三点:第一,极大激发广大人民群众的创造性;第二,极大解放和发展社会生产力;第三,极大增强社会发展活力。请记住这三点。"
+
+**记忆大师风格(✅要这样):**
+"来,咱先说说你对改革开放的意义记得哪些?...[学生回答]...很好!我教你一个超好记的方法:'激创造,解生产,增活力'。你看,是不是像三个动作?第一个动作'激'发人民的'创造'性,第二个动作'解'放'生产'力,第三个动作'增'强'活力'。你可以想象你是个超级赛亚人,连续使出三个大招,一招比一招猛!试着复述一遍?"
+
+**记忆**是掌握道德与法治的关键,而**方法**是记忆的关键。让我们用最有趣、最高效的方式,帮助学生考出好成绩!
diff --git a/docs/references/ExamStudy-道法九上/README.md b/docs/references/ExamStudy-道法九上/README.md
new file mode 100755
index 0000000..ecc5521
--- /dev/null
+++ b/docs/references/ExamStudy-道法九上/README.md
@@ -0,0 +1,210 @@
+# 道德与法治九年级上 - AI记忆辅导系统
+
+**考试目标**: 期末考试取得高分
+**冲刺时间**: 2025年12月29日 - 2025年1月17日(20天)
+**学习方式**: 使用Claude Code作为智能记忆教练
+
+---
+
+## 🎯 这个系统是什么?
+
+这是一个**专为初三道德与法治学习设计的AI辅导系统**,基于CFP-Study项目改造而成。它会:
+
+✅ **扮演记忆大师** - 教你各种有趣的记忆技巧
+✅ **个性化教学** - 根据你的记忆情况调整方法
+✅ **自动记录进度** - 追踪你掌握了什么,还差什么
+✅ **苏格拉底式提问** - 用提问而不是灌输来帮你记忆
+✅ **贴近学生生活** - 用你熟悉的语言和例子
+
+---
+
+## 📁 项目结构
+
+```
+D:\05-Express\2025-12-29_ExamStudy-道法九上\
+│
+├── CLAUDE.md                        # AI辅导老师的系统指令(最重要!)
+├── README.md                        # 使用说明(就是这个文件)
+│
+├── 权威教材和用户提供的资料/         # 学习资料
+│   ├── 2025-12-29_初三道法九上复习资料整理-陶霈乾.md
+│   └── 统编版-人民教育出版社/        # 九年级道法教材
+│
+├── CFP-Study/                       # 参考的原始项目(学习如何使用)
+│
+├── progress/                        # 学习进度追踪(总览)
+│   └── 道法学习进度追踪.md          # 唯一的总进度文件,记录整体情况
+│
+└── sessions/                        # 每日学习记录(详细)
+    ├── 学习笔记模板.md               # 每日记录的模板
+    └── YYYY-MM-DD/                  # 按日期组织的学习笔记
+        └── 学习笔记.md
+```
+
+---
+
+## 🚀 如何使用?
+
+### 第1步:打开文件夹 📂
+
+1. **打开文件资源管理器** (按 `Win + E` 键)
+2. 进入 `D盘` → `05文件夹` → `2025-12-29_ExamStudy-道法九上` 文件夹
+3. **在文件夹空白处** 右键点击鼠标,会弹出菜单
+
+### 第2步:打开终端 🖥️
+
+在右键菜单中找到并点击:
+- **"在终端中打开"** 或 **"在PowerShell中打开"**
+
+点击后就会打开一个黑色的命令行窗口 ✅
+
+### 第3步:启动AI 🤖
+
+在终端中输入以下命令并按回车:
+
+```bash
+claude-code
+```
+
+等待几秒钟,AI系统就会启动成功!现在你可以开始对话了 🎉
+
+### 第4步:开始学习
+
+直接用自然语言和Claude Code对话,比如:
+
+**学习新知识**:
+- "我要学习第一课改革开放的内容"
+- "帮我记忆创新的重要性"
+- "第三课民主价值那部分我不太会"
+
+**复习旧知识**:
+- "帮我复习一下昨天学的内容"
+- "我对改革开放的意义记得不太清楚了"
+
+**查看进度**:
+- "我现在学到哪里了?"
+- "还有哪些知识点没掌握?"
+- "我记忆最困难的是什么?"
+
+**做题练习**:
+- "出几道关于改革开放的题"
+- "模拟一道材料分析题"
+- "我想练习一下措施类题目"
+
+### 第5步:AI会这样帮你
+
+1. **🔍 先问你记得什么** - 了解你的基础
+2. **💡 提供记忆技巧** - 口诀、故事、联想等
+3. **✅ 检查记忆效果** - 让你复述或做题
+4. **📝 自动记录进度** - 更新你的学习档案
+
+---
+
+## 📊 如何查看学习进度?
+
+打开 `/progress/道法学习进度追踪.md` 文件,你可以看到:
+
+- 📈 总体进度百分比
+- 📚 8课的学习状态
+- ✅ 已经掌握的知识点
+- ⚠️ 记忆困难的知识点
+- 📅 20天的学习计划
+
+AI会在每次辅导后自动更新这个文件! 🔄
+
+---
+
+## 🎨 AI记忆大师的特色
+
+### 1. 多种记忆方法 🧠
+
+- **🎤 口诀记忆**: "激创造,解生产,增活力"(改革开放三个意义)
+- **📖 故事记忆**: 把知识点编成小故事
+- **🔗 联想记忆**: 用打游戏、刷短视频等你熟悉的事物类比
+- **🔊 谐音记忆**: 用谐音帮助记忆
+- **🗺️ 框架记忆**: 画思维导图梳理逻辑
+
+### 2. 贴近学生生活 👦👧
+
+AI会用你熟悉的语言,比如:
+- "这三点就像王者荣耀的三个技能 🎮"
+- "想象你是超级赛亚人,连续放大招 ⚡"
+- "这个记忆点就像你最爱的那首歌的副歌 🎵"
+
+### 3. 考试导向 📝
+
+- 🎯 教你答题技巧(WHY、WHAT、HOW框架)
+- 👥 分主体作答(国家、社会、企业、个人)
+- 📋 模拟真实考题
+
+---
+
+## 📅 20天冲刺计划
+
+| 阶段 | 时间 | 任务 |
+|------|------|------|
+| **第一阶段** | 12.29-1.6 | 学习第1-4课(富强创新+民主法治) |
+| **第二阶段** | 1.7-1.13 | 学习第5-7课(文明家园+民族团结) |
+| **第三阶段** | 1.14-1.16 | 学习第8课(中国梦) |
+| **第四阶段** | 1.17 | 查漏补缺,二轮复习 |
+
+详细每日计划看 `/progress/道法学习进度追踪.md`
+
+---
+
+## 💡 使用技巧
+
+1. 🌟 **每天学完后立即复习** - 睡前花5-10分钟快速过一遍
+2. 🎨 **大胆尝试不同记忆方法** - 告诉AI哪个方法你觉得好用
+3. ❓ **多问"为什么"和"怎么做"** - 这是考试的核心
+4. 📊 **定期查看进度文件** - 了解自己的薄弱点
+5. 🎯 **考前3天集中复习困难点** - 专攻记忆薄弱区
+
+---
+
+## ⚠️ 注意事项
+
+- 🔒 **CLAUDE.md不要随意修改** - 这是AI的核心指令
+- 🤖 **进度文件会自动更新** - 不需要你手动编辑
+- 💬 **多和AI互动** - 它会根据你的反馈调整教学方法
+- 🆘 **遇到问题就问AI** - 它会想办法帮你解决
+
+---
+
+## 🎯 学习建议
+
+### 每天的学习流程 📅
+
+1. 📖 **查看今日计划** (在进度追踪文件中)
+2. 🚀 **开始学习** (和AI对话)
+3. 🧠 **记忆训练** (用AI教的技巧)
+4. ✏️ **做题检验** (让AI出题)
+5. 🌙 **睡前复习** (快速过一遍)
+
+### 最佳学习时段 ⏰
+
+- 🌅 早上:记忆新知识点(大脑最清醒)
+- 🌆 下午:做题练习(巩固应用)
+- 🌙 晚上睡前:快速复习(强化记忆)
+
+---
+
+## 🌟 参考原项目
+
+这个系统参考了 `CFP-Study` 项目:
+- 🧑‍💻 一位硅谷程序员用AI通过了CFP(理财规划师)考试
+- 💡 核心理念:苏格拉底教学法 + 自动记录进度
+- ✅ 证明AI辅导学习非常有效!
+
+---
+
+## 📞 遇到问题?
+
+如果使用过程中遇到问题:
+1. 🤖 先问AI:"我该怎么使用这个系统?"
+2. 📄 查看 `/CFP-Study/README.md` 了解原项目的使用方法
+3. 🎬 阅读 `/CFP-Study/CFP-Study使用讲解.srt` 看视频讲解文字稿
+
+---
+
+**祝你考试取得好成绩!💪📚🎉**
diff --git a/docs/references/ExamStudy-道法九上/progress/道法学习进度追踪.md b/docs/references/ExamStudy-道法九上/progress/道法学习进度追踪.md
new file mode 100755
index 0000000..bcda253
--- /dev/null
+++ b/docs/references/ExamStudy-道法九上/progress/道法学习进度追踪.md
@@ -0,0 +1,118 @@
+# 道德与法治九年级上 - 学习进度追踪
+
+**最后更新**: 2025-12-29
+**考试目标**: 期末考试取得高分
+**冲刺时间**: 12月29日 - 1月17日(约20天)
+
+---
+
+## 📊 快速统计
+
+- **总体进度**: 0% (0/8课完全掌握)
+- **已掌握知识点**: 0 个
+- **记忆困难点**: 0 个
+- **学习天数**: 0 天
+- **距离考试**: 约20天
+
+---
+
+## 📚 单元学习进度表
+
+| 单元 | 课程 | 主要内容 | 状态 | 掌握度 | 最后学习日期 |
+|------|------|----------|------|--------|--------------|
+| **第一单元<br>富强与创新** | 第一课 踏上强国之路 | 改革开放、共同富裕 | ⚪未开始 | 0% | - |
+| | 第二课 创新驱动发展 | 创新的重要性 | ⚪未开始 | 0% | - |
+| **第二单元<br>民主与法治** | 第三课 追求民主价值 | 民主制度、参与民主 | ⚪未开始 | 0% | - |
+| | 第四课 建设法治中国 | 良法善治、法治政府 | ⚪未开始 | 0% | - |
+| **第三单元<br>文明与家园** | 第五课 守望精神家园 | 中华文化、民族精神 | ⚪未开始 | 0% | - |
+| | 第六课 建设美丽中国 | 绿色发展 | ⚪未开始 | 0% | - |
+| **第四单元<br>和谐与梦想** | 第七课 中华一家亲 | 民族团结、祖国统一 | ⚪未开始 | 0% | - |
+| | 第八课 中国人 中国梦 | 中国梦、中国式现代化 | ⚪未开始 | 0% | - |
+
+**图例**: ⚪未开始 | 🟡进行中 | 🟢已掌握
+
+---
+
+## ✅ 已牢固掌握的知识点
+
+### 第一单元:富强与创新
+暂无
+
+### 第二单元:民主与法治
+暂无
+
+### 第三单元:文明与家园
+暂无
+
+### 第四单元:和谐与梦想
+暂无
+
+---
+
+## ⚠️ 记忆困难区
+
+### 🔴 高难度(多次记不住,需重点突破)
+暂无
+
+### 🟡 中难度(记忆不稳固,需要强化)
+暂无
+
+### 🔵 低难度(偶尔混淆,需要复习)
+暂无
+
+### 💚 最近攻克(已解决的困难点)
+暂无
+
+---
+
+## 📅 20天冲刺学习计划
+
+基于老师提供的复习计划安排:
+
+| 日期 | 学习内容 | 状态 | 备注 |
+|------|----------|------|------|
+| 12.29 | 第一课 踏上强国之路(改革开放、共同富裕)<br>第二课 创新驱动发展(创新)部分 | ⚪待学习 | 第1天 |
+| 12.30 | 第二课剩余内容 + 改革与创新的关系 | ⚪待学习 | 第2天 |
+| 12.31 | 第三课 追求民主价值(民主、参与民主生活) | ⚪待学习 | 第3天 |
+| 1.3 | 第三课剩余内容 | ⚪待学习 | 第4天 |
+| 1.4 | 第四课 建设法治中国(良法善治、法治政府)部分 | ⚪待学习 | 第5天 |
+| 1.5 | 第四课剩余内容 | ⚪待学习 | 第6天 |
+| 1.6 | 第四课(法治与德治的关系) | ⚪待学习 | 第7天 |
+| 1.7 | 第五课 守望精神家园(中华文化、传统美德、民族精神) | ⚪待学习 | 第8天 |
+| 1.8 | 第五课剩余内容 | ⚪待学习 | 第9天 |
+| 1.9 | 第五课剩余内容 + 第六课(人与自然、绿色发展) | ⚪待学习 | 第10天 |
+| 1.10 | 第六课剩余内容 | ⚪待学习 | 第11天 |
+| 1.11 | 第六课(公民践行绿色发展理念) | ⚪待学习 | 第12天 |
+| 1.12 | 第七课 中华一家亲(民族团结、祖国统一) | ⚪待学习 | 第13天 |
+| 1.13 | 第七课剩余内容 | ⚪待学习 | 第14天 |
+| 1.14 | 第八课 中国人 中国梦(中国梦、中国式现代化) | ⚪待学习 | 第15天 |
+| 1.15 | 第八课剩余内容 | ⚪待学习 | 第16天 |
+| 1.16 | 第八课剩余内容 | ⚪待学习 | 第17天 |
+| 1.17 | 查漏补缺,二轮背诵重点 | ⚪待学习 | 第18天 |
+
+---
+
+## 🎯 下一步重点
+
+1. **今日学习目标(12.29)**:
+   - 第一课 踏上强国之路:改革开放的意义、全面深化改革
+   - 第二课 创新驱动发展:创新的重要性(部分)
+
+2. **本周核心任务**:
+   - 完成第一单元"富强与创新"的学习和记忆
+   - 掌握改革开放和创新相关的所有核心知识点
+
+3. **记忆策略建议**:
+   - 每天新学知识点后,晚上睡前快速复习一遍
+   - 使用口诀、故事、联想等多种记忆方法
+   - 重点突破why(为什么)和how(怎么做)类知识点
+
+---
+
+## 📝 学习日志链接
+
+- [2025-12-29 学习笔记](/sessions/2025-12-29/学习笔记.md) - 待创建
+
+---
+
+**加油!每天进步一点点,考试就能拿高分!💪**
diff --git a/docs/references/ExamStudy-道法九上/sessions/学习笔记模板.md b/docs/references/ExamStudy-道法九上/sessions/学习笔记模板.md
new file mode 100755
index 0000000..cff796f
--- /dev/null
+++ b/docs/references/ExamStudy-道法九上/sessions/学习笔记模板.md
@@ -0,0 +1,125 @@
+# YYYY-MM-DD 学习笔记模板
+
+**学习日期**: YYYY-MM-DD
+**学习时长**: X小时X分钟
+**主要学习内容**: [第X课 XXX]
+
+---
+
+## 📋 学习概况
+
+**本次学习的知识点**:
+- [ ] 知识点1
+- [ ] 知识点2
+- [ ] 知识点3
+
+**学习方式**:
+- 新知识点学习
+- 复习巩固
+- 练习答题
+
+---
+
+## 💬 学生提出的问题
+
+1. 问题1:XXX
+   - 回答:...
+
+2. 问题2:XXX
+   - 回答:...
+
+---
+
+## 🧠 记忆状态检测
+
+### 学习前:学生已经记得的内容
+- ...
+- ...
+
+### 学习后:学生新掌握的内容
+- ...
+- ...
+
+---
+
+## 🎨 使用的记忆技巧
+
+### 知识点1:[知识点名称]
+
+**记忆方法**: [口诀/故事/联想/谐音/缩写]
+
+**具体技巧**:
+- ...
+
+**学生反馈**: [好记/一般/不太适合]
+
+---
+
+### 知识点2:[知识点名称]
+
+**记忆方法**: [口诀/故事/联想/谐音/缩写]
+
+**具体技巧**:
+- ...
+
+**学生反馈**: [好记/一般/不太适合]
+
+---
+
+## ⚠️ 记忆困难点(需要重点关注)
+
+1. **[知识点名称]**
+   - 困难原因:内容太多/容易混淆/理解不透
+   - 出错次数:X次
+   - 改进措施:...
+
+---
+
+## ✅ 已牢固掌握(可以准确复述)
+
+1. **[知识点名称]**
+   - 信心等级:高/中高/中
+   - 关键要点:...
+   - 复述准确度:XX%
+
+---
+
+## 📝 练习题目与答题情况
+
+### 题目1:[题目类型]
+
+**题目内容**:
+...
+
+**学生答案**:
+...
+
+**评价**: ✅正确 / ⚠️部分正确 / ❌错误
+
+**问题分析**:
+- ...
+
+---
+
+## 🎯 下次学习重点
+
+1. **需要复习**:
+   - ...
+
+2. **需要继续学习**:
+   - ...
+
+3. **建议练习的题型**:
+   - ...
+
+---
+
+## 🌟 学习亮点
+
+- [记录学生的进步和优秀表现]
+
+---
+
+## 💪 鼓励寄语
+
+[给学生的鼓励和建议]