nodes/transcendedhacker-Mode_personal_node

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transcendedhacker af352d46ed Add modular prompt system with clean architecture

Introduces a scalable, production-grade prompt composition system for ComfyUI. Adds pure data libraries, schema-driven rules, a content-agnostic engine, and minimal node interface. Includes documentation (ARCHITECTURE.md, MIGRATION.md, QUICKSTART.md, README.md), three example libraries, and schema configuration for block order, weights, and model profiles.

2026-01-17 20:12:02 +05:30

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Quick Start Guide

Installation

Copy folder:

E:/Mode_personal_node/ → ComfyUI/custom_nodes/Mode_personal_node/

Restart ComfyUI
Find nodes: Right-click → Modular Prompts
- Modular Prompt Composer
- Modular Negative Prompt

Basic Usage

Simple Workflow

[Modular Prompt Composer] → [CLIP Text Encode +] ┐
                                                   ├→ [KSampler]
[Modular Negative Prompt]  → [CLIP Text Encode -] ┘

Using the Composer

Select Library - Pick theme (realistic_portrait, fantasy_theme, etc.)
Select Model Profile - SDXL or FLUX
Choose options - One from each category dropdown
Generate

Example

Settings:

Library: realistic_portrait
Model: sdxl
Character: Classic Beauty
Scene: Apartment Evening
Emotion: Contemplative
Wardrobe: Silk Camisole
Photography: Warm Lamp
Technical: Portrait 85mm

Output:

(A woman with soft symmetrical features, natural facial proportions, calm human expression, subtle makeup, realistic skin texture:1.1), in a small apartment living room, during warm evening light, (quietly reflective mood, sitting with legs loosely crossed, relaxed posture:1.2), wearing a silk camisole with soft folds, fitted shorts, natural draping, BREAK, (soft lamp light from the side, diffused warm glow, calm atmosphere:1.3), BREAK, shot on 85mm lens, cinematic focus separation, soft bokeh background

Adding Your Own Library

Create file:
```
libraries/my_theme.json
```

Use template:

{
  "meta": {
    "name": "My Theme",
    "description": "Description"
  },
  "blocks": {
    "character": {
      "Option 1": "Description text"
    },
    "scene": {},
    "emotion": {},
    "wardrobe": {},
    "photography": {},
    "technical": {}
  }
}

Restart ComfyUI
Use it - Appears in Library dropdown

Tips

For SDXL

Weights are applied automatically (1.1, 1.2, 1.3)
Use quality keywords in Technical block

For FLUX

Weights are reduced automatically (×0.85)
More natural language works better
Less aggressive negative prompts needed

General

Keep libraries focused on one theme
5-10 options per block is ideal
Use descriptive option names
Test and save good workflows

Troubleshooting

Nodes don't appear:

Check folder is in ComfyUI/custom_nodes/
File must be named __init__.py
Restart ComfyUI completely

Library doesn't show:

Check JSON file in libraries/ folder
Validate JSON syntax
All 6 blocks must exist (can be empty: {})

Slow generation:

This shouldn't happen with clean architecture
Check your KSampler settings
Verify CLIP isn't loading repeatedly

Key Files

__init__.py              # ComfyUI node
engine/composer.py       # Core logic
schema/connector.json    # Rules and settings
libraries/*.json         # Your theme data

To customize:

Libraries → Add/edit theme data
Schema → Change weights/order/formatting
Engine/Node → You shouldn't need to touch these

Support

Read the docs:

ARCHITECTURE.md - How it works
README.md - Project overview

Common issues:

Library switching not working → This version FIXES that
Generation too slow → Clean architecture should fix this
Want more control → Edit schema/connector.json

Your cat-approved, production-ready prompt system. 😺

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