AI Playbooks
Action-oriented guides that walk you through complete AI workflows step by step. Each playbook gives you a repeatable process you can follow today and adapt to your own work.
Unlike tutorials that teach individual skills, playbooks combine strategy, step-by-step execution, and tool recommendations into workflows you'll use again and again.
Beginner Playbooks
Start here if you're new to AI. These playbooks assume no prior experience and walk you through practical tasks you can complete in 15-30 minutes.
| Playbook | What You'll Do | Time |
|---|---|---|
| Your First AI Conversation | Pick a platform, write a clear prompt, iterate on results | 15 min |
| Use AI as a Research Assistant | Research a topic and fact-check the results | 20-30 min |
| Draft Better Emails and Documents | Draft, rewrite for tone, and proofread with AI | 15 min |
| Organize Your Week with AI | Plan tasks, prioritize, and build a weekly schedule | 15 min |
| Learn Any Topic Faster with AI | Turn AI into a personal tutor for any subject | 20-30 min |
Intermediate Playbooks
Ready to go beyond basic chat? These playbooks build on foundational AI skills to create systematic workflows, prompt libraries, and multi-step processes.
| Playbook | What You'll Do | Time |
|---|---|---|
| Build Your Personal Prompt Library | Create reusable prompt templates for your repeated tasks | 30-45 min |
| The AI-Powered Meeting Workflow | Use AI before, during, and after every meeting | 15 min/meeting |
| Automate a Weekly Report | Build a prompt chain that produces polished reports | 45 min setup |
| Repurpose One Piece of Content into Five | Turn a blog post into social posts, newsletter, summary, and more | 30-45 min |
| Compare AI Tools for Your Use Case | Systematically evaluate which AI tool works best for you | 30-45 min |
| Turn Your AI into a Proactive Assistant | Move beyond reactive chat to an AI that anticipates your needs | 45-60 min |
| Build Your AI Agent's Operating System | Create a configuration layer that shapes how your AI works | 60-90 min |
How to Use These Playbooks
Each playbook follows a consistent structure:
- What You'll Accomplish — clear outcomes before you start
- Prerequisites — what you need (tools, accounts, time)
- The Playbook — numbered steps with goals, actions, examples, and checkpoints
- Common Pitfalls — mistakes to avoid
- Key Takeaways — the most important things to remember
- Next Steps — where to go from here
Pick a playbook that matches a real task you have right now. Working through a playbook with an actual task produces better results than following along with the examples.
Sister topic: Loop Engineering
Playbooks are workflows you run with AI. When you're ready for workflows the AI runs itself — on a schedule or trigger, prompting and checking its own work — see the sister section, Loop Engineering.