🌿 Intermediate AI Mastery
Level up from confident beginner to AI power user — unlock 10x productivity
You’ve mastered the basics. You can hold conversations with AI and get useful answers. But there’s a massive gap between “functional” and “phenomenal.” This intermediate track bridges that gap with advanced techniques that separate casual users from power users.
Cookbook as Code
This cookbook includes runnable code examples. Fork, experiment, and build!
🎯 Learning Path
Section titled “🎯 Learning Path”Intermediate Mastery Journey
Transform from beginner to power user — master advanced techniques and production patterns
Master chain-of-thought reasoning, few-shot learning, structured outputs, and the prompt patterns that 10x your results
Learn to seamlessly integrate AI into your daily workflows, from email to research to content creation
Understand and optimize context windows — the key to longer, more coherent AI interactions
Learn when to use different AI models — GPT-4, Claude, Gemini — and how to optimize for each
Implement reliable, repeatable patterns for professional AI usage that scale with your needs
🌿 What You’ll Master
Section titled “🌿 What You’ll Master”🎯 Advanced Prompting Techniques
Section titled “🎯 Advanced Prompting Techniques”Move beyond simple questions to sophisticated prompt engineering:
- Chain-of-Thought (CoT): Guide AI through step-by-step reasoning
- Few-Shot Learning: Teach AI patterns with examples
- Structured Outputs: Get consistent, parseable responses
- Role-Based Prompting: Unlock expert-level responses
- Meta-Prompting: Let AI help you write better prompts
🔄 Workflow Integration
Section titled “🔄 Workflow Integration”Transform how you work with AI-augmented workflows:
- Email & Communication: Draft, refine, and optimize all written communication
- Research & Analysis: Deep dive into topics with AI as your research partner
- Content Creation: From ideation to polished output in record time
- Decision Support: Use AI for analysis without surrendering judgment
- Meeting Prep & Follow-up: Maximize the value of every meeting
🧠 Context Management
Section titled “🧠 Context Management”Master the art of AI memory and context:
- Context Window Limits: Understand what AI can “remember”
- Strategic Summarization: Keep conversations coherent over time
- Knowledge Injection: Provide relevant background efficiently
- Session Continuity: Pick up where you left off across conversations
🏗️ Production Patterns
Section titled “🏗️ Production Patterns”Build reliable, repeatable AI workflows:
- Prompt Templates: Reusable patterns for common tasks
- Quality Assurance: Verify and validate AI outputs
- Error Handling: Gracefully manage AI limitations
- Version Control: Track and improve your prompts over time
💡 Key Insights
Section titled “💡 Key Insights”⚡ Quick Wins
Section titled “⚡ Quick Wins”Before diving into the full curriculum, here are immediate upgrades:
1. The “Let’s think step by step” Upgrade
Section titled “1. The “Let’s think step by step” Upgrade”Add “Let’s think through this step by step” to any complex question. This simple phrase activates chain-of-thought reasoning.
2. The Role Assignment
Section titled “2. The Role Assignment”Start prompts with “You are an expert [profession] with 20 years of experience…” to unlock domain-specific knowledge.
3. The Output Format
Section titled “3. The Output Format”End prompts with “Format your response as…” to get structured, usable outputs every time.
4. The Iterative Refinement
Section titled “4. The Iterative Refinement”Never accept the first response. Ask “What’s missing?” or “How could this be improved?” to trigger self-critique.
🎓 Who This Is For
Section titled “🎓 Who This Is For”✅ Ready to Level Up
- Used AI regularly for 2+ weeks
- Comfortable with basic conversations
- Want to maximize AI productivity
- Ready to invest time in mastery
✅ Power User Track
- Use AI daily for work
- Creating content or doing research
- Need reliable, repeatable results
- Building AI into your workflow
✅ Professional Growth
- Integrating AI into your career
- Leading teams adopting AI
- Building competitive advantage
- Future-proofing your skills
📋 Prerequisites
Section titled “📋 Prerequisites”Before starting this track, you should:
- ✓ Complete the Beginners Guide or have equivalent experience
- ✓ Have regular access to an AI assistant (ChatGPT, Claude, or Gemini)
- ✓ Be comfortable writing multi-paragraph prompts
- ✓ Understand that AI can make mistakes and require verification
🚀 What’s Next?
Section titled “🚀 What’s Next?”After completing the Intermediate track, you’ll be ready for:
- Advanced Prompting — Cutting-edge techniques for power users
- AI Agents — Build autonomous AI systems
- Business Applications — Apply AI to branding and growth
❓ Frequently Asked Questions
Section titled “❓ Frequently Asked Questions”How is this different from the Beginners guide?
The Beginners guide teaches you what AI is and basic interaction. The Intermediate track teaches you how to think about AI collaboration, advanced prompt engineering, and workflow integration. It’s the difference between driving a car and understanding the engine.
Can I skip straight to Advanced Prompting?
We recommend completing at least the first two modules of Intermediate before jumping to Advanced. The Advanced track assumes familiarity with chain-of-thought reasoning, context management, and structured outputs.
How long should each module take?
Time estimates assume focused study plus practice exercises. You may complete readings faster, but the real learning happens through hands-on application. Budget 2x the reading time for exercises.
Part of the HUB Cookbooks by CURATIONS — A Human × AI Creative Agency