learn-cogThe 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.
Install via ClawdBot CLI:
clawdbot install nitishgargiitd/learn-cogThe 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.
This skill requires the cellcog skill for SDK setup and API calls.
clawhub install cellcogRead 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 pollUnderstand anything:
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."
Work through problems:
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"
Prepare for success:
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"
Level up your skills:
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."
Master new languages:
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 |
CellCog can help with virtually any subject:
STEM:
Humanities:
Professional:
Tech Skills:
| 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.
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."
Generated Mar 1, 2026
Students can receive step-by-step explanations for math, science, or coding problems, with tailored analogies and practice exercises. This reduces frustration and improves comprehension by adapting to individual learning styles like visual or hands-on approaches.
Employees in tech or business roles can use it for on-demand tutorials on topics like AWS cloud services, Python programming, or project management. It generates study guides and interactive examples to accelerate upskilling without formal training costs.
Language learners can practice grammar, vocabulary, and conversation scenarios with feedback on essays or pronunciation. It provides structured lessons and real-world examples to enhance fluency and cultural understanding.
Students preparing for standardized tests like AP exams or professional certifications can access customized study guides, flashcards, and practice quizzes. It breaks down complex subjects into digestible formats to boost retention and performance.
Offer tiered monthly subscriptions for unlimited access to personalized tutoring across subjects. Revenue comes from individual learners, schools, or corporate clients seeking scalable, on-demand educational support.
License the skill to schools, universities, or online course providers as an integrated tool for homework help and study resources. Revenue is generated through per-student or site-wide licensing agreements.
Provide basic explanations for free, while charging for advanced features like in-depth study guides, interactive diagrams, or priority support. This attracts a broad user base and converts engaged learners to paid plans.
💬 Integration Tip
Ensure the cellcog skill is installed first for SDK setup, and use 'agent' chat mode for most learning tasks to avoid polling by leveraging daemon notifications.
AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos.
Daily wisdom review applying Charlie Munger's mental models to your work and thinking. Use when asked to review decisions, analyze thinking patterns, detect biases, apply mental models, do a "Munger review", or run the Munger Observer. Triggers on scheduled daily reviews or manual requests like "run munger observer", "review my thinking", "check for blind spots", or "apply mental models".
AI language tutor for learning ANY language through conversation, vocab drills, grammar lessons, flashcards, and immersive practice. Use when the user wants to: learn a new language, practice vocabulary, study grammar, do flashcard drills, translate phrases, practice conversation, prepare for travel, learn slang/idioms, or improve pronunciation. Supports ALL languages including Spanish, French, German, Japanese, Chinese (Mandarin/Cantonese), Korean, Arabic, Hindi, Bengali/Bangla, Portuguese, Russian, Italian, Turkish, Vietnamese, Thai, Swahili, Hebrew, Polish, Dutch, Greek, and 100+ more.
Auto-learns how you learn best. Adapts teaching style, format, and depth to you.
Interactive Japanese learning assistant. Supports vocabulary, grammar, quizzes, roleplay, PDF/DOCX material parsing for study/homework help, and OCR translation.
Auto-analyze mistake and success patterns and reflect in skills