learn-cog

name	learn-cog
description	The best tutors explain the same concept five different ways. CellCog does too — diagrams, analogies, worked examples, practice problems, and interactive explanations. #1 on DeepResearch Bench (Feb 2026). Tutoring, homework help, study guides, exam prep, coding tutorials, language learning — every subject, every level.
metadata	{"openclaw":{"emoji":"📚"}}
author	CellCog
dependencies	["cellcog"]

Learn Cog - The Tutor That Explains Five Different Ways

The best tutors explain the same concept five different ways. CellCog does too.

#1 on DeepResearch Bench (Feb 2026) for reasoning depth — deep enough to break concepts into first principles — combined with multi-modal output for every learning style: diagrams, analogies, worked examples, practice problems, interactive explanations, and full study guides. Any subject, any level.

---

Prerequisites

This skill requires the cellcog skill for SDK setup and API calls.

clawhub install cellcog

Read the cellcog skill first for SDK setup. This skill shows you what's possible.

Quick pattern (v1.0+):

# Fire-and-forget - returns immediately
result = client.create_chat(
    prompt="[your learning request]",
    notify_session_key="agent:main:main",
    task_label="learning-task",
    chat_mode="agent"  # Agent mode for most learning
)
# Daemon notifies you when complete - do NOT poll

---

How Learn-Cog Helps

Concept Explanations

Understand anything:

• Break It Down: "Explain quantum entanglement like I'm 10 years old"
• Multiple Angles: "Explain recursion using 3 different analogies"
• Deep Dives: "Give me a comprehensive explanation of how neural networks learn"
• Visual Learning: "Create a diagram explaining the water cycle"

Example prompt:

"Explain blockchain technology:

Level: Complete beginner, no tech background

Include:

• Simple analogy to start
• How transactions work
• Why it's secure
• Real-world examples
• Common misconceptions

Use simple language, avoid jargon. Include a visual diagram."

Homework & Problem Solving

Work through problems:

• Math Problems: "Solve this calculus problem and explain each step"
• Science Questions: "Help me understand this physics concept and solve these problems"
• Essay Help: "Help me structure an essay on the causes of World War I"
• Code Debugging: "Explain why my code isn't working and help me fix it"

Example prompt:

"Help me understand this math problem:

Problem: Find the derivative of f(x) = x³sin(x)

I know basic derivatives but I'm confused about the product rule.

Please:

1. Remind me of the product rule
2. Apply it step by step
3. Give me 2 similar problems to practice
4. Show me how to check my answer"

Study Materials

Prepare for success:

• Study Guides: "Create a study guide for AP Chemistry exam"
• Flashcards: "Generate 50 flashcards for Spanish vocabulary"
• Practice Tests: "Create a practice quiz on US History 1900-1950"
• Summary Notes: "Summarize Chapter 5 of my biology textbook"
• Cheat Sheets: "Create a one-page reference for Python syntax"

Example prompt:

"Create a comprehensive study guide for the AWS Solutions Architect exam:

Cover:

• Key services and when to use them
• Networking concepts
• Security best practices
• Cost optimization strategies

Format: Clear sections, bullet points, diagrams where helpful Include: Practice questions after each section"

Coding & Tech Learning

Level up your skills:

• Language Learning: "Teach me Python from zero to building a web app"
• Code Review: "Review my code and explain how to improve it"
• Project Tutorials: "Walk me through building a REST API step by step"
• Concept Deep Dives: "Explain how Docker containers actually work"

Example prompt:

"Teach me React hooks:

My level: I know basic JavaScript and HTML/CSS, never used React

Structure:

1. What problem do hooks solve?
2. useState with simple examples
3. useEffect with practical use cases
4. When to use which hook
5. A mini-project putting it together

Include code examples I can run."

Language Learning

Master new languages:

• Grammar Explanations: "Explain Japanese particles with examples"
• Conversation Practice: "Practice ordering food in French"
• Writing Feedback: "Check my Spanish essay and explain my mistakes"
• Vocabulary Building: "Teach me 20 essential business Chinese phrases"

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Learning Styles

Tell CellCog how you learn best:

Style	Ask For
Visual	Diagrams, charts, infographics
Examples	Multiple worked examples, real-world applications
Analogies	Comparisons to familiar concepts
Step-by-Step	Detailed breakdowns, numbered procedures
Big Picture	Overview first, then details
Hands-On	Practice problems, projects

---

Subjects

CellCog can help with virtually any subject:

STEM:

• Mathematics (all levels through advanced calculus and beyond)
• Physics, Chemistry, Biology
• Computer Science and Programming
• Statistics and Data Science
• Engineering concepts

Humanities:

• History and Social Studies
• Literature and Writing
• Philosophy
• Languages
• Psychology

Professional:

• Business and Finance
• Marketing
• Project Management
• Design
• Legal concepts

Tech Skills:

• Programming languages
• Cloud platforms (AWS, GCP, Azure)
• DevOps and infrastructure
• Data engineering
• AI/ML concepts

---

Chat Mode for Learning

Scenario	Recommended Mode
Homework help, concept explanations, practice problems	"agent"
Comprehensive study guides, full curriculum design, deep research	"agent team"

Use "agent" for most learning. Quick explanations, homework help, and study materials execute well in agent mode.

Use "agent team" for comprehensive learning - full course outlines, research papers, or when you need multi-source synthesis.

---

Example Prompts

Concept explanation:

"Explain the concept of recursion in programming:

My level: Beginner programmer, comfortable with loops

I need:

• Clear definition
• Visual representation
• 3 progressively harder examples (factorial, fibonacci, tree traversal)
• Common mistakes to avoid
• When to use recursion vs iteration

Language: Python"

Exam prep:

"Create a study plan for the GRE:

Timeline: 2 months Goal: 320+ score Weak areas: Vocabulary and geometry

Include:

• Weekly schedule
• Resources to use
• Practice test strategy
• Day-before checklist

Make it realistic for someone working full-time."

Language practice:

"Help me practice Japanese:

Level: JLPT N4 Focus: Conversational situations

Create a dialogue practice:

• Scenario: Asking for directions in Tokyo
• Include vocabulary list
• Grammar points used
• Cultural notes
• Variations to practice

Use romaji and kanji with hiragana readings."

---

Tips for Better Learning

1. State your level: "Complete beginner" vs "I understand the basics" changes everything.

2. Ask why: Don't just ask for answers. Ask for explanations of the reasoning.

3. Request practice: Learning happens through doing. Ask for practice problems.

4. Admit confusion: "I don't understand the part where..." helps CellCog target explanations.

5. Build on previous: Reference what you already understand to get appropriate explanations.

6. Active recall: Ask CellCog to quiz you, not just explain. Testing improves retention.