AI tutoring and education powered by CellCog. Study guides, exam prep, coding tutorials, language learning, math help, science explanations, practice problem...
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The best tutors explain the same concept five different ways. CellCog does too.
#1 on DeepResearch Bench (Apr 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.
For your first CellCog task in a session, read the cellcog skill for the full SDK reference — file handling, chat modes, timeouts, and more.
OpenClaw (fire-and-forget):
result = client.create_chat( prompt="[your task prompt]", notify_session_key="agent:main:main", task_label="my-task", chat_mode="agent", )
All agents except OpenClaw (blocks until done):
from cellcog import CellCogClient client = CellCogClient(agent_provider="openclaw|cursor|claude-code|codex|...") result = client.create_chat( prompt="[your task prompt]", task_label="my-task", chat_mode="agent", ) print(result["message"])
Understand 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:
- Remind me of the product rule
- Apply it step by step
- Give me 2 similar problems to practice
- 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:
- What problem do hooks solve?
- useState with simple examples
- useEffect with practical use cases
- When to use which hook
- 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 | |
| Comprehensive study guides, full curriculum design, deep research | |
Use
for most learning. Quick explanations, homework help, and study materials execute well in agent mode."agent"
Use
for comprehensive learning - full course outlines, research papers, or when you need multi-source synthesis."agent team"
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."
State your level: "Complete beginner" vs "I understand the basics" changes everything.
Ask why: Don't just ask for answers. Ask for explanations of the reasoning.
Request practice: Learning happens through doing. Ask for practice problems.
Admit confusion: "I don't understand the part where..." helps CellCog target explanations.
Build on previous: Reference what you already understand to get appropriate explanations.
Active recall: Ask CellCog to quiz you, not just explain. Testing improves retention.
Run
/cellcog-setup/cellcog:cellcog-setupclawhub install cellcogpip install -U cellcogCELLCOG_API_KEYNo automatic installation available. Please visit the source repository for installation instructions.
View Installation Instructions
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