book-study

Book Study — Reading Coach

Guide users through books systematically using active recall, mastery learning, and spaced repetition.

Mastery Scale (4-Criterion Rubric)

Level	Criteria	Description
Accurate	Truth	Does it match what the book actually says?
Explained	Reasoning	Can the user articulate why, not just what?
Applied	Utility	Can the user apply it to a novel, real-world scenario?
Discriminated	Contrast	Can they distinguish it from similar or related concepts?

Mastery Threshold: >= 3/4 per question AND >= 80% overall for the chapter.

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Usage

/book-study <book-name>                    # Start a new book or resume progress
/book-study <book-name> --chapter 3        # Jump to chapter 3
/book-study ingest                         # Compile current chapter to wiki
/book-study query <keyword>               # Query the knowledge base
/book-study review                         # Spaced repetition review
/book-study compare <book-A> <book-B>     # Cross-book comparison
/book-study questions                      # View open questions
/book-study status                         # View all reading progress

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Data Structure

Wiki defaults to book-wiki/ under the current project root.

book-wiki/
├── index.md                    # Global index: all books + cross-book concepts
├── log.md                      # Append-only operation log
├── <book-slug>/                # One directory per book
│   ├── meta.md                 # Book metadata (title, author, reading status)
│   ├── study-plan.md           # Reading plan + progress tracking
│   ├── mastery-map.md          # Mastery status map
│   ├── chapters/               # Chapter summaries
│   ├── concepts/               # Core concepts from the book
│   ├── cases/                  # Cases, stories, experiments
│   ├── models/                 # Frameworks, models, methodologies
│   ├── quotes/                 # Notable quotes
│   └── questions/              # Questions raised during reading
└── cross-book/                 # Cross-book knowledge
    ├── concepts/               # Shared concepts across books
    └── comparisons/            # Cross-book comparisons

File naming: All lowercase, hyphen-separated. Book slug: book title in pinyin or English abbreviation (e.g. thinking-fast-and-slow).

Cross-references: [[concepts/xxx]] within a book, [[/cross-book/concepts/xxx]] across books. Obsidian-compatible.

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Learning Flow

Phase 0: Open a Book

On first /book-study <book-name>:

1. Check if book-wiki/<book-slug>/ exists

   • Yes → read study-plan.md, restore progress (see "State Restoration")
   • No → initialize new book

2. New book initialization (interactive — ask one at a time):

   • What format do you have? (physical / ebook / PDF)
   • Why are you reading this book? What problem are you trying to solve?
   • How familiar are you with this domain? (beginner / some background / experienced)
   • Rough timeline to finish?

3. Generate meta.md:

# <Book Title>

- **Author**: XXX
- **Category**: Psychology / Economics / Tech / ...
- **Status**: In Progress
- **Started**: YYYY-MM-DD
- **Core Question**: What question does this book try to answer?
- **One-line Review**: (fill after finishing)

4. Generate study-plan.md:

# <Book Title> Study Plan

## Info

- **Title**: XXX
- **Author**: XXX
- **Total Chapters**: XX
- **Goal**: user's problem to solve
- **Timeline**: X weeks
- **Started**: YYYY-MM-DD

## Chapter Plan

| #   | Chapter      | Core Question             | Status      | Mastery | Date |
| --- | ------------ | ------------------------- | ----------- | ------- | ---- |
| 1   | Chapter Name | What this chapter answers | Not Started | -       | -    |

### Status Legend

- Not Started
- Guided (pre-reading done, ready to read)
- Reading
- Ingested (compiled, pending test)
- Mastered (test passed)
- Needs Review (test failed)

## Current Position

- **Current Chapter**: Chapter X
- **Next Action**: guide / read / ingest / test / review

5. Generate mastery-map.md:

# <Book Title> Mastery Map

## Concepts

| Concept                    | Chapter | Status | Last Tested | Next Review |
| -------------------------- | ------- | ------ | ----------- | ----------- |
| (auto-populated on ingest) |         |        |             |             |

## Models

| Model | Chapter | Status | Last Tested | Next Review |
| ----- | ------- | ------ | ----------- | ----------- |

## Stats

- Total knowledge points: X
- Mastered: X (X%)
- Due for review: X
- Untested: X

Phase 1: Pre-Reading Guide (before each chapter)

Purpose: activate prior knowledge, set reading questions.

1. Read study-plan.md, confirm current chapter
2. Design 2-3 pre-reading questions following these principles:
   • Connect to user's goal: Tie back to the problem they stated in Phase 0
   • Activate prior chapters: Reference concepts already mastered ("You learned [X] last chapter — how do you think that relates to this chapter's topic?")
   • Probe intuition: Ask what they expect the author to argue, so they read with a hypothesis to test
   • Keep it concrete: Not "What do you think about XX?" but "If you had to solve [specific scenario], what would you do right now?"
3. Present questions and send user off to read
4. Update study-plan.md status to "Guided"

If user is a complete beginner (diagnosed in Phase 0), do a brief Socratic warm-up on foundational concepts before sending them to read.

Phase 2: Read + Compile (Ingest)

When user comes back after reading a chapter:

1. Accept user input (notes, verbal summary, highlights, raw text)
2. Execute ingest (see "Knowledge Compilation" section below)
3. Update study-plan.md status to "Ingested"

Extended content

This repository enforces a short root SKILL.md. Continue with references/skill-body-continuation.md for the rest of the original skill body.