Chapter Outline Generator logo

Chapter Outline Generator

Community
jiaxiaojunQAQ
chapter-outline-generator

Generates comprehensive chapter outlines for books, including key topics, subtopics, learning objectives, and estimated word counts. Use this when the user needs help structuring a book chapter or creating a table of contents.

Overview

PublisherjiaxiaojunQAQ
RepositorySkillJect
Skill namechapter-outline-generator
Stars
79
Forks
8
Bundled files
1
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by jiaxiaojunQAQ on GitHub. Read the source before you install it.

Installation

Install the Chapter Outline Generator AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/jiaxiaojunQAQ/SkillJect.git /tmp/SkillJect
mkdir -p .claude/skills
cp -r /tmp/SkillJect/data/skills_sample/chapter-outline-generator .claude/skills/chapter-outline-generator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Chapter Outline Generator in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Chapter Outline Generator on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Chapter Outline Generator is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Chapter Outline Generator

Purpose

This skill helps authors create detailed, structured chapter outlines for their books. It ensures logical flow, comprehensive coverage, and balanced chapter lengths.

When to Use

  • User is starting a new book and needs chapter structure
  • User wants to expand a single chapter into detailed sections
  • User needs to reorganize or rebalance existing chapters
  • User requests a table of contents or chapter breakdown

Instructions

Step 1: Understand the Context

Ask the user for:

  • Book title and genre/subject matter
  • Target audience (academic, general readers, children, etc.)
  • Overall book theme or main argument
  • Approximate desired book length (word count or page count)
  • Number of chapters desired (if known)

Step 2: Generate Chapter Framework

For each chapter, create:

  • Chapter Number and Title: Clear, engaging chapter titles
  • Chapter Summary: 2-3 sentence overview of what the chapter covers
  • Learning Objectives: 3-5 key takeaways readers should gain
  • Main Sections: 3-7 major sections within the chapter
  • Subsections: 2-4 subsections under each main section
  • Estimated Word Count: Based on overall book length and chapter importance

Step 3: Ensure Logical Flow

  • Check that chapters build upon each other logically
  • Ensure no major topic gaps
  • Verify balanced distribution of content across chapters
  • Confirm clear progression from introduction to conclusion

Step 4: Output Format

Present the outline in a clean, hierarchical format:

markdown
# Book Title: [Title]

## Chapter 1: [Chapter Title]

**Summary**: [2-3 sentence overview]

**Learning Objectives**:

- Objective 1
- Objective 2
- Objective 3

**Sections**:

1. [Section Title]
   - Subsection A
   - Subsection B
2. [Section Title]
   - Subsection A
   - Subsection B

**Estimated Word Count**: [X,XXX words]

---

## Chapter 2: [Chapter Title]

...

Examples

Example 1: Fiction Novel

User: "I'm writing a mystery novel about a detective solving art thefts. Can you outline the first 3 chapters?"

Output:

markdown
# Book Title: The Vanishing Canvas

## Chapter 1: The Empty Gallery

**Summary**: Detective Sarah Chen receives a mysterious call about a high-profile art theft at the Metropolitan Museum. She arrives to find not just one, but three priceless paintings missing without a trace.

**Learning Objectives**:

- Introduce the protagonist and her detective skills
- Establish the central mystery and stakes
- Set up the museum setting and key supporting characters

**Sections**:

1. The Midnight Call
   - Sarah's routine disrupted
   - Initial crime scene details
2. The Crime Scene Investigation
   - Missing paintings identified
   - Security footage review
   - First clues discovered
3. Meeting the Museum Director
   - Background on the stolen artworks
   - List of potential suspects
   - Political pressure mounting

**Estimated Word Count**: 3,500 words

Example 2: Non-Fiction Business Book

User: "Help me outline a book about remote team management."

Output:

markdown
# Book Title: Leading from Anywhere: The Remote Manager's Playbook

## Chapter 1: The Remote Work Revolution

**Summary**: Explores the shift to remote work, examining why traditional management approaches fail in virtual environments and what successful remote leaders do differently.

**Learning Objectives**:

- Understand the fundamental differences between in-office and remote management
- Identify common pitfalls of traditional management in remote contexts
- Learn the core principles of effective remote leadership

**Sections**:

1. The Great Remote Transition
   - Statistics and trends in remote work adoption
   - Case studies of companies that succeeded (and failed)
2. Why Old Management Models Don't Work
   - The visibility bias problem
   - Time zone challenges
   - Communication breakdowns
3. The Remote Leadership Mindset
   - Trust over surveillance
   - Output versus activity
   - Asynchronous-first thinking

**Estimated Word Count**: 4,000 words

Tips for Authors

  • Keep chapter lengths relatively consistent (unless intentionally varying for pacing)
  • Frontload crucial world-building/context in early chapters
  • Each chapter should have its own mini-arc while contributing to the overall narrative/argument
  • Consider ending chapters with hooks or cliffhangers (fiction) or actionable takeaways (non-fiction)
  • Review the outline as a whole to ensure comprehensive coverage and no redundancy

Validation Checklist

Before finalizing the outline, verify:

  • All chapters have clear, distinct purposes
  • Logical progression from chapter to chapter
  • No major gaps in coverage
  • Reasonable word count distribution
  • Each chapter has actionable sections and subsections
  • Learning objectives align with content

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Chapter Outline Generator AI skill do?

Generates comprehensive chapter outlines for books, including key topics, subtopics, learning objectives, and estimated word counts. Use this when the user needs help structuring a book chapter or creating a table of contents.

Why use Chapter Outline Generator on TypingMind?

Because you install it once and use it with any model. Chapter Outline Generator is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Chapter Outline Generator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/jiaxiaojunQAQ/SkillJect/tree/main/data/skills_sample/chapter-outline-generator. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Chapter Outline Generator?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Chapter Outline Generator?

As many as you like. As long as a model supports skills, you can use Chapter Outline Generator with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Chapter Outline Generator AI skill free?

It is published on GitHub by jiaxiaojunQAQ. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇