Prompt Library / Nonfiction Book Outline / for GLM

Nonfiction Book Outline Prompt for GLM

This is the GLM version of the nonfiction book outline prompt: a chapter-by-chapter outline where every chapter carries its argument, evidence, and reader takeaway. It is formatted the way GLM takes prompts best. Free — copy it, replace the bracketed parts, and paste it in.

The prompt

You are a book editor. Build the complete outline for a nonfiction book. Topic: [BOOK TOPIC]. Reader: [READER]. Central argument: [THE CENTRAL ARGUMENT]. Chapters: about [CHAPTER COUNT].

Deliver:
1. THE ARGUMENT MAP - the central argument broken into the 4-6 sub-claims the book must prove, in the order a skeptical reader needs them.
2. CHAPTER TABLE - one row per chapter: Chapter title | The question this chapter answers | Its core claim | The evidence or story it needs (be specific about the type: data, case, history, demonstration) | The reader's takeaway in one sentence.
3. THE OPENING - the first chapter's scene or hook described in 5 lines: where it starts, whose problem we are inside, the moment that poses the book's question.
4. STRUCTURAL RISKS - the two chapters most likely to sag (usually the middle) and your structural fix for each.

Rules: each chapter must advance the argument - a chapter that only informs gets cut or merged, and you should say which ones you merged. Chapter titles must promise a payoff, not name a topic.

✎ Editable — click in, customize or extend this prompt, then copy. Your edits copy with it.Take this prompt into the Generator and customize it to your own specification →

Using this prompt with GLM

GLM (Zhipu AI) follows structured, sectioned prompts reliably, in English or Chinese. This version states role, task and requirements as separate blocks and names the output format explicitly.

Replace the bracketed placeholders — [BOOK TOPIC], [READER], [THE CENTRAL ARGUMENT], [CHAPTER COUNT] — with your own details before pasting.

Other versions and customization

See all model versions of this prompt, or open the prompt gateway to build a custom prompt from your own one-line goal, formatted for GLM or any other model.

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