novel-development_skill

Overview

This skill focuses on novel-specific tooling: plot engines, character development, world-building, timeline management, and GOAP-based story generation. It helps teams implement narrative systems, maintain lore consistency, and generate or analyze story structure for interactive or linear fiction. Use it to build robust, type-safe features that scale with large story datasets.

How this skill works

The skill inspects narrative models and enforces patterns for story structure, character arcs, and world data. It provides modules for plot analysis and hole detection, character relationship graphs, location and lore management, timeline sequencing, and GOAP planners that drive goal-oriented story generation. Validation layers check referential integrity and logical flow across characters, events, and settings.

When to use it

• Implementing plot analysis, generation, or hole-detection pipelines
• Building character relationship graphs and arc-tracking tools
• Creating world-building systems for locations, cultures, and lore
• Managing timelines, beats, and narrative frameworks for stories
• Integrating GOAP-driven agents to generate dynamic storylines

Best practices

• Use type-safe data models for characters, events, and locations to reduce runtime errors
• Maintain referential integrity between characters, places, and events to avoid orphaned data
• Implement validation passes for chronology, causality, and character motivations
• Optimize data structures for large narrative graphs and timeline queries
• Provide visual tools or debug outputs for complex relationship graphs and GOAP plans

Example use cases

• A plot engine that flags inconsistent motives and suggests fixes for plot holes
• A character system that tracks arcs and generates relationship-driven scenes
• A world builder that centralizes locations, cultures, and lore with cross-references
• A timeline manager that validates chronological consistency across chapters
• A GOAP-based generator that composes goal-driven story beats for NPCs in interactive fiction