PromptCollapse

A prompt generation system that manages relationships between prompt components to maintain logical consistency. Integrates with ComfyUI as a custom node.

Overview

PromptCollapse builds prompts by selecting components based on their defined relationships. Components can have positive, negative, or neutral relationships with other components, affecting their selection probability and compatibility.

Usage

Components are defined in YAML files and have the following structure:

- name: "component_name"
  content:  # list of strings
    - "prompt text"
  relationships:
    other_component:
      type: "positive|negative|neutral"  # pick one of the three
      weight: 1.0

Folder hierarchy is represented in component names. For example, a/b/c.yaml with a component named d within the file will have a component named a.b.c.d.

The resulting prompt could contain wildcard names that could be processed by nodes such as ImpactWildcardProcessor.

Relationships can be used to control the selection of components. For example, a component with a positive relationship with another component will be more likely to be selected when that component is selected.

Neutral relationships have no effect on component selection.

Negative relationships prevent a component from being selected if the other component is selected.

ComfyUI Integration

The system provides a custom node with the following inputs:

Prompt: Initial components (comma-separated)
Components Directory Path: Location of YAML component definitions
Reload on Generation: Toggle component reloading
Seed: Random seed for component selection