Overview

The gap between an AI tool that frustrates you and one that builds things for you isn't the model - it's how you use it. Most people prompt Kimi K2.5 like a search engine. They get text back. They edit it. They wonder why it takes as long as doing the work themselves. This book teaches a different operating mode: execution. You define the output. You set the constraints. Kimi K2.5 returns deployable artifacts - working websites, running apps, packaged digital products, automated pipelines - not drafts that need rewriting. This is the workflow guide that the official documentation doesn't include. What you'll build: Complete websites using a structured 8-stage prompt workflow - from idea definition to deployed HTML Functional single-file apps without a development background, built component by component Digital products from scratch - concept, content, packaging, and sales assets - using a repeatable 6-stage system Agent chains that handle conditional decisions and variation without manual input at every step Multi-agent systems that distribute work across specialized roles and coordinate outputs automatically Automation pipelines in Make and n8n that run your workflows unattended at volume Every system is shown with the actual prompts used, before-and-after output comparisons, and real case studies. There is no theoretical scaffolding. Each workflow produces something you can use the day you read it. What makes this different from other AI guides: this book doesn't survey features. It builds transferable skill - specifically, precision specification: the ability to define what you want clearly enough that any AI tool can produce it. That skill doesn't expire when the model updates. The book also covers output diagnosis - how to identify exactly which part of a prompt caused a failure, and fix only that part. Most guides skip this entirely. It's the difference between operators who improve and those who stay stuck. Kimi K2.5 is an execution engine. This book is the operator's manual.

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