ComfyUI Extension: world weaver

Authored by Creepybits

Created

Updated

5 stars

The World Weaver System: True AI character consistency using Textual Inheritance. Maintain unshakeable character identity (face, body, essence) across radical changes in pose, clothing, and scene without LoRAs, IP-Adapters, or ControlNet. This repo contains the Character Vault and Prompt Helper components.

Custom Nodes (0)

    README

    🌍 World Weaver: The Consistent Character System

    Status: V1.0 - Active Development (Initial Private Commit: 2025-11-09)

    Todo

    • Finetune LLM for local use

    🎯 The Problem: Why Consistency is Broken

    In generative AI, true character consistency is an illusion built on fragile dependencies. Traditional methods rely on complex, heavy files:

    • ❌ LoRAs: Require training, large files, and often fail when changing clothes or environments.
    • ❌ IP-Adapters / FaceSwap: Require manual intervention and often cause flickering in video.
    • ❌ ControlNet: Good for pose, but fails to maintain the likeness's subtle essence.

    ✨ The Solution: Written DNA

    The World Weaver System solves this by establishing Textual Inheritance. It is a unique methodology that uses a suite of connected workflows and custom prompt logic to force the diffusion model to respect an unshakeable, text-based blueprint—the character's DNA.

    Results: Flawless character consistency maintained across radical changes in lighting, pose, clothing, and environment, without any external files required for the core likeness.

    🏗️ Core Components (The System Architecture)

    The World Weaver is an ecosystem of three key parts:

    1. The Prompt Helper (Discovery)

    (JSON included in this repo)

    • Function: Uses the Gemini Vision API to analyze any image and convert it into a perfectly structured, ready-to-use text description (the character's DNA).

    2. The Genesis (Tester)

    (JSON and Custom Node included in this repo)

    • Function: A simple workflow that will test your prompt before you decide if you want to save it to your database.

    3. The Character Vault (Database)

    (JSON and Custom Node included in this repo)

    • Function: A database tool that permanently saves the character's DNA to your ComfyUI file system for instant, one-click retrieval in future projects.

    4. The World Weaver (The Engine)

    (JSON included in this repo)

    • Function: The main, complex workflow that combines the character DNA with modular inputs for Clothes, Action, and World, enabling seamless creation of new, consistent scenes.

    🚀 Get Started & Learn the Method

    This repository contains the foundational components. To fully understand the philosophy and access the complete World Weaver main workflow, please visit my channels:

    Licence: MIT

    Contact: [email protected]