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The OpenClaw Playbook

A Prompt-First Guide to Making Your Agent Useful

You've set up your agent and taught it your name. With this book you teach it your patterns, your triggers, and the version of yourself you're working towards. 24 chapters. All prompts, no code.

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About

About

About the Book

Your agent knows your name and your job for now. By the end of this book, it knows your weekly rhythm, catches patterns in habits you're trying to break, tells you things about yourself you dimly felt but never actually saw, and intervenes before the moment hits, not after. You build a scaffold for the agent. The agent builds a scaffold for you.

This book picks up where the setup docs end. It's about building a system around your agent that makes it useful for your actual life.

What that looks like in practice: a morning briefing that knows your open threads before a meeting and tells you to drive instead of bike because it's raining at pickup time. A memory architecture that keeps costs low and context sharp by only loading what the agent actually needs. A three-level scoring system where most signals cost zero tokens, and only the important ones trigger a full recommendation. Patterns in habits you're trying to break, which weeks are worse, what the triggers actually are. A journal entry from three months ago, surfaced right before a dinner where it matters. Your agent sees all of it together. No app does.

Four personas walk through every chapter. Alex, a freelance developer juggling three clients and losing his deep work hours. Sam, a parent with two kids, a traveling partner, and zero margin for error. Mira, a product manager whose day job keeps eating her side project. Jordan, a runner tracking sleep and HRV with a Polar watch, drowning in numbers but starving for insight. Different lives, same prompts. You'll recognize yourself in at least one of them.

Everything works through prompts and principles. No scripts, no config files, no programming. You tell your agent what you want, it figures out the how. That also means the system isn't locked to OpenClaw. The prompts and architecture work with any agent that supports memory and scheduled tasks.

The book follows four stages: first you teach the agent who you are and set boundaries. Then you hand over routines. Then you define rules for when the agent should think ahead and when it should stay quiet. And finally it becomes something closer to a coach that knows your patterns, asks hard questions, and helps you build new habits. The kind of coach that can be encouraging when you need support, or uncomfortably honest when you need a push.

This is a work in progress. You get the current chapters now and every update as they ship. The price goes up with each completed part. Buying early gets you the best deal and the full journey.


Table of Contents

24 Chapters · 4 Parts · Work in Progress

Introduction: The Spiral

Part I: Understand

Before your agent can help, it needs to know who you are.

  1. Who Are You? — Defining Your Identity
  2. Memory — How Your Agent Remembers
  3. Giving Your Agent Eyes — Connecting Data Sources
  4. Security & Trust — Defining the Relationship
  5. Your Task System — The Bridge Between Thinking and Doing
  6. The Morning Briefing — Your First Daily Win

Part II: Automate

Your agent knows you. Time to take things off your plate.

  1. Recognizing and Taking Over Routines
  2. Filtering Information — Signal from Noise
  3. Reminders & Relationships — People, Not Just Tasks
  4. The Weekly Rhythm
  5. Reducing Options — One Recommendation, One Alternative

Part III: Decide

Your agent doesn't just react anymore — it thinks ahead.

  1. From Reaction to Proaction — Reading Signals
  2. Scoring — Giving Your Agent Judgment
  3. Nudging — Gentle Pushes in the Right Direction
  4. Seasonal Intelligence — Your Year Has Patterns Too
  5. The Feedback Loop — Calibrating Together
  6. Unlocking Autonomy — Trust Grows Gradually
  7. Your Agent Monitors Itself

Part IV: Reflect

Your agent knows your patterns better than you do. Use that.

  1. The Journal — Reflection with Context
  2. Recognizing Patterns — Your Agent as Analyst
  3. Self-Experiments — Testing What Actually Works For You
  4. The Long View — Time Capsules & Changelog
  5. Trigger-Action Programming — Making It Truly Yours
  6. Growth Partner — The Agent Didn't Grow. You Did.


✦ = available in the current preview release

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Author

About the Author

Dennis Steinberg

Dennis Steinberg spent ten years writing software and two years building AI platforms for other people. Then he pointed the same tools at his own life and built the system this book teaches. The book was written with that system, which either proves it works or proves he's stubborn. In his spare time, he ferments things that didn't ask to be fermented.

Contents

Table of Contents

Introduction: The Spiral

  1. What Makes This Different
  2. Why This Book
  3. The Spiral
  4. Prompt-First: Why This Book Has No Code
  5. What You Need
  6. How to Read This Book
  7. Conventions
  8. Meet Your Fellow Travelers
  9. Let’s Begin

Chapter 1: Who Are You?

  1. 1.1 The Gap Between Setup and Understanding
  2. 1.2 What Belongs in Your Configuration
  3. 1.3 What Does NOT Belong
  4. 1.4 The Onboarding Interview
  5. 1.5 Persona Examples
  6. 1.6 Validation
  7. 1.7 Iteration
  8. 1.8 What Changed?

Chapter 2: Memory

  1. 2.1 What Your Agent Already Knows
  2. 2.2 Why Out-of-the-Box Isn’t Enough
  3. 2.3 Three Zones of Memory
  4. 2.4 Reorganizing Your Memory
  5. 2.5 What Happens When Context Runs Out
  6. 2.6 Automatic Gardening
  7. 2.7 Night Consolidation
  8. 2.8 Forgetting on Purpose
  9. 2.9 Alternatives
  10. 2.10 Persona Examples
  11. 2.11 Validation
  12. 2.12 Iteration
  13. 2.13 What Changed?

Chapter 3: Connecting Data Sources

  1. 3.1 From Identity to Visibility
  2. 3.2 Calendar First, Always
  3. 3.3 Add Sources One by One, Not in Bulk
  4. 3.4 Data Is Not Understanding
  5. 3.5 Planning Your Stack
  6. 3.6 What Changed?
  7. 3.7 Three Rules Before You Connect Anything
  8. 3.8 What Is Already Installed (And Why It Probably Is Not Enough)
  9. 3.9 Building a Skill From Scratch
  10. 3.10 The Validation Loop
  11. 3.11 The Morning Briefing Test
  12. 3.12 The Correction Habit
  13. 3.13 What Changed?

Chapter 6: The Morning Briefing

  1. 6.1 Context Stitching
  2. 6.2 The Setup
  3. 6.3 Good Briefings vs. Bad Ones
  4. 6.4 What It Looks Like
  5. 6.5 Validation
  6. 6.6 Let the Briefing Improve Itself
  7. 6.7 Iteration
  8. 6.8 What Changed?

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