grinde-mapper

name	grinde-mapper
description	Creates GRINDE-style mind maps for higher-order learning and deep encoding. Use when organizing concepts, creating study notes, mapping relationships between ideas, visualizing knowledge structures, or when user mentions mind maps, concept maps, or note-taking.
allowed-tools	Read, Write, Edit

GRINDE Mind Map Creator

Based on Dr. Justin Sung's methodology, GRINDE maps are optimized for learning and encoding, not just visualization.

Why GRINDE Over Traditional Mind Maps?

Traditional Buzan-style mind maps are hierarchical and radial. GRINDE maps are:

• Flexible - Non-hierarchical, chunks can go anywhere
• Learning-focused - Designed for deep encoding
• Scalable - Works for complex topics
• Higher-order - Supports analysis, evaluation, creation

The 6 GRINDE Principles

G - Grouped

What: Organize information into logical chunks using visual containers (boxes, circles, clusters)

Why: Chunking reduces cognitive load and creates meaningful units

How:

• Group related concepts together
• Use boxes, circles, or boundaries
• Each chunk should be a coherent unit
• Typical map has 4-8 major chunks

Example:

┌─────────────────┐    ┌─────────────────┐
│  CHUNK A        │    │  CHUNK B        │
│  - Related 1    │    │  - Related 1    │
│  - Related 2    │    │  - Related 2    │
│  - Related 3    │    │  - Related 3    │
└─────────────────┘    └─────────────────┘

---

R - Reflective

What: Pause to ask meaningful questions as you map

Why: Transforms passive note-taking into active thinking

Key Questions:

• "Why does this matter?"
• "How does this connect to what I already know?"
• "What's the significance of this relationship?"
• "What would happen if this were different?"

How:

• Don't just transcribe - think
• Add "why?" notes to your map
• Include your own insights
• Mark areas of confusion for later

---

I - Interconnected

What: Draw meaningful connections between concepts across chunks

Why: Learning is about relationships, not isolated facts

How:

• Look for connections BETWEEN groups, not just within
• Ask: "How does this relate to that?"
• Create a web, not isolated islands
• The more connections, the stronger the memory

Example:

┌─────────┐         ┌─────────┐
│ Chunk A │────────►│ Chunk B │
└────┬────┘         └────┬────┘
     │                   │
     │    ┌─────────┐    │
     └───►│ Chunk C │◄───┘
          └─────────┘

---

N - Non-verbal

What: Use symbols, doodles, sketches, and visual elements instead of words

Why: Visuals are processed faster and remembered better than text

How:

• Replace words with icons where possible
• Use simple sketches (stick figures are fine)
• Develop personal symbol vocabulary
• Spatial arrangement conveys meaning

Symbol Ideas:

★ = Important/Key concept
? = Need to clarify
! = Insight/Aha moment
→ = Leads to/Causes
↔ = Bidirectional relationship
⚡ = Conflict/Tension
∴ = Therefore/Conclusion
≈ = Similar to
≠ = Different from
⟳ = Cycle/Loop

---

D - Directional

What: Show cause-effect relationships, flow, and process direction

Why: Understanding direction reveals mechanism and causality

How:

• Arrows should have MEANING
• Show cause → effect
• Indicate process flow
• Represent hierarchy where it exists

Direction Types:

A ──────► B      (A causes/leads to B)
A ◄─────► B      (Bidirectional relationship)
A ──┬──► B       (A leads to both B and C)
    └──► C
A ──► B ──► C    (Sequential process)

---

E - Emphasized

What: Visually highlight the most important concepts and relationships

Why: Not all information is equally important; emphasis creates hierarchy

How:

• Make key concepts larger or bolder
• Use color or shading for importance
• The "backbone" should be immediately visible
• De-emphasize supporting details

Emphasis Techniques:

★★★ CRITICAL ★★★    (triple stars for most important)
★★ Important ★★      (double stars)
★ Notable ★          (single star)
(supporting detail)  (parentheses for minor)

---

Output Format for Text-Based GRINDE Maps

When creating maps in text, use this structure:

═══════════════════════════════════════════════════════════
                    ★★★ CENTRAL TOPIC ★★★
═══════════════════════════════════════════════════════════

┌─────────────────────────────────────┐
│  ★★ CHUNK 1: [Name] ★★              │
│                                     │
│  • Key point A                      │
│  • Key point B                      │
│    └─► Sub-detail                   │
│  • Key point C                      │
│                                     │
│  Why it matters: [insight]          │
└──────────────────┬──────────────────┘
                   │
                   │ causes/enables
                   ▼
┌─────────────────────────────────────┐
│  ★ CHUNK 2: [Name] ★                │
│                                     │
│  • Point with relationship ──────────────┐
│  • Another point                    │    │
└─────────────────────────────────────┘    │
                                           │
         ┌─────────────────────────────────┘
         │ connects to
         ▼
┌─────────────────────────────────────┐
│  CHUNK 3: [Name]                    │
│                                     │
│  (supporting details here)          │
└─────────────────────────────────────┘

═══════════════════════════════════════════════════════════
BACKBONE: [1-sentence summary of the core insight]
═══════════════════════════════════════════════════════════

Map Creation Process

1. Survey - Skim content first to identify major chunks
2. Central Topic - Write the main topic prominently
3. Chunk - Identify 4-8 major groupings
4. Connect - Draw relationships between chunks
5. Reflect - Ask "why?" and add insights
6. Emphasize - Mark the most important elements
7. Review - Check: Can you explain this from the map alone?

Common Mistakes to Avoid

1. Linear notes in boxes - Just boxing text isn't grouping
2. Too many words - Strive for symbols and brevity
3. Islands without connections - Everything should link somehow
4. No emphasis - If everything is important, nothing is
5. Passive transcription - Must reflect and add insight

Additional Resources

• For example maps, see examples.md