FictionalUniverseConsistencyKit
An AI-powered worldbuilding and consistency management platform designed to help creators maintain coherence across complex fictional universes. The system analyzes lore documents to extract characters, relationships, events, and timelines, builds knowledge graphs, detects contradictions, and assists users through a context-aware chatbot and visual story tools.
Tech Stack





ADDITIONAL TOOLS
Features
- 1
Knowledge Graph Engine
Builds dynamic Neo4j-based knowledge graphs connecting characters, locations, events, and objects across the fictional universe.
- 2
Character & Relationship Extraction
Automatically identifies main characters and maps their relationships using dependency parsing and NLP techniques.
- 3
Contradiction Detection
Detects logical inconsistencies and conflicting facts across timelines, media formats, and narrative arcs.
- 4
Canonical Timeline Builder
Constructs a unified timeline of story events while highlighting overlaps, gaps, and inconsistencies.
- 5
Context-Aware Assistant
Provides an AI chatbot that answers lore-related questions using only universe-specific context.
- 6
Fan Theory Validator
Separates canon from speculation and evaluates fan theories for internal logical consistency.
- 7
Automated Lore Ingestion
Allows users to upload PDFs of lore or scripts and instantly visualize entities, relationships, and timelines.
Fun Fact
"This project was not even on our shortlist initially — it was picked at the very last moment while choosing the hackathon problem statement."