graphify-novel

Generate a knowledge graph from novel text and check story consistency.

55|16|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/Anshler/graphify-novel --skill graphify-novel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: graphify-novel
Source: https://github.com/Anshler/graphify-novel/tree/main
Command: npx skills add https://github.com/Anshler/graphify-novel --skill graphify-novel

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires graphify, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the process of creating a knowledge graph from your novel's text and bible, and checks for consistency, saving you time and reducing errors.

Core Features & Use Cases

  • Knowledge Graph Creation: Automatically generates a knowledge graph from your novel's text and bible, mapping characters, locations, events, and themes.
  • Consistency Checking: Flags contradictions and unresolved setups in your novel.
  • Story Management: Manages plot threads, character arcs, and world-building details.
  • Use Case: If you're writing a novel with multiple characters and complex world-building, this Skill can help you keep track of all the details and ensure your story stays consistent.

Quick Start

To get started, initialize your novel's knowledge graph with the /graphify-novel init command, providing a premise or loading existing chapters.

Frequently Asked Questions about graphify-novel

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track world-building consistency in a novel with multiple characters?

Novel consistency checking is handled by generating a knowledge graph from your text and bible to map characters, locations, and themes. This flags contradictions and unresolved setups while managing plot threads and world-building details.

What is a knowledge graph for story management and how does it work?

A story management knowledge graph automatically maps relationships between characters, locations, events, and themes extracted from your novel's text. It provides a structured bible to track plot threads and character arcs dynamically.

Do I need to install graphify before generating a knowledge graph from my novel?

Yes, you must install the graphify dependency and handle YAML frontmatter in SKILL.md to use this novel writing skill. This prerequisite environment is required to initialize and manage your story's knowledge graph.

How do I start building a knowledge graph from existing novel chapters?

To build a knowledge graph from existing chapters, run the init command and provide a premise or load your current text. The skill then automatically extracts story elements to populate the graph.

Can consistency checking flag unresolved plot threads in my novel?

Yes, consistency checking automatically flags contradictions and unresolved setups in your novel. It reviews the generated knowledge graph to ensure your complex world-building and character arcs remain aligned.

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