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README.md

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-# ComfyUI Scene Compiler
 
-> Transform natural language into deterministic Illustrious prompts.
-
-ComfyUI Scene Compiler is an experimental ComfyUI extension that converts natural language scene descriptions into structured prompts for Illustrious-based models.
-
-Unlike traditional prompt generators, Scene Compiler does **not** try to imagine missing information.
-
-Instead, it analyzes, validates and compiles a scene into a deterministic prompt.
-
----
-
-## Why?
-
-Most existing prompt generators follow this pipeline:
-
-```
-Natural Language
-        │
-        ▼
-      LLM
-        │
-        ▼
- Illustrious Prompt
-```
-
-While simple, this approach often generates:
-
-- hallucinated clothing
-- invented backgrounds
-- random camera angles
-- fake emotions
-- unnecessary quality tags
-- inconsistent prompts
-
-Scene Compiler follows another philosophy.
-
-```
-Natural Language
-        │
-        ▼
- Scene Analysis
-        │
-        ▼
- Scene JSON
-        │
-        ▼
- Resolver
-        │
-        ▼
- Validator
-        │
-        ▼
- Prompt Compiler
-        │
-        ▼
- Illustrious Prompt
-```
-
-The LLM is **never responsible** for creating Danbooru tags.
-
-It only analyzes the scene.
-
----
-
-# Philosophy
-
-Scene Compiler behaves like a compiler.
-
-Instead of generating prompts, it compiles them.
-
-```
-Text
-
-↓
-
-Semantic Analysis
-
-↓
-
-Intermediate Representation
-
-↓
-
-Validation
-
-↓
-
-Compilation
-
-↓
-
-Prompt
-```
-
-This makes the result:
-
-- deterministic
-- reproducible
-- extensible
-- debuggable
-
----
-
-# Features
-
-## Scene Analysis
-
-Extract structured information from natural language.
-
-Input
-
-```
-A blonde girl is holding a man's hand while walking under the rain.
-```
-
-Output
-
-```json
-{
-    "characters":[
-        {
-            "gender":"female",
-            "hair":"blonde"
-        },
-        {
-            "gender":"male"
-        }
-    ],
-    "interaction":[
-        "holding hands",
-        "walking"
-    ],
-    "environment":[
-        "rain"
-    ]
-}
-```
-
----
-
-## Deterministic Resolver
-
-Convert concepts into valid Illustrious tags.
-
-Example
-
-```
-white dress
-```
-
-↓
-
-```
-white dress
-```
-
----
-
-```
-holding someone's hand
-```
-
-↓
-
-```
-holding hands
-```
-
----
-
-## Validator
-
-The validator ensures that:
-
-- tags exist
-- aliases are resolved
-- categories are respected
-- invalid concepts are rejected
-
-The validator never invents tags.
-
----
-
-## Category Splitter
-
-Automatically routes tags into:
-
-- Characters
-- Hairstyles
-- Clothing
-- Eyes
-- Expressions
-- Interactions
-- Camera
-- Background
-- Lighting
-- Style
-- Quality
-
-Designed for EasyIllustrious workflows.
-
----
-
-## Ollama Support
-
-Runs locally.
-
-Supports every Ollama compatible model.
-
-Examples:
-
-- Qwen
-- Gemma
-- Llama
-- DeepSeek
-
----
-
-# Roadmap
-
-## Version 1
-
-- Scene Analyzer
-- Scene JSON
-- Resolver
-- Category Splitter
-- Prompt Builder
-
----
-
-## Version 2
-
-- Knowledge Base
-- Validator
-- Alias Resolution
-- Embedding Search
-- Better Resolver
-
----
-
-## Version 3
-
-- Plugin Architecture
-- Multiple Model Targets
-- Interactive Debugger
-- Advanced Knowledge Base
-
----
-
-# Example
-
-Input
-
-```
-A blonde girl hugs her boyfriend under the rain.
-```
-
-Output
-
-```
-Character
-
-1girl
-
-blonde hair
-
-Character 2
-
-1boy
-
-Interaction
-
-hug
-
-Environment
-
-rain
-
-Prompt
-
-1girl,
-1boy,
-blonde hair,
-hug,
-rain
-```
-
----
-
-# Project Goal
-
-The long-term objective is to create the first deterministic prompt compiler dedicated to Danbooru-based image generation models.
-
-Instead of asking an AI to imagine prompts, Scene Compiler transforms natural language into a structured scene representation before compiling it into a valid Illustrious prompt.
-
----
-
-# Contributing
-
-Contributions are welcome.
-
-The project is still in its early stages and every idea is welcome.
-
-Our primary objective is reliability rather than creativity.
-
-**The compiler never invents.**
-
-# IA Usage in the project
-
-Pretty much everything from text to the code is done using IA. Maybe you don't like that and I understand but I am not qualified enough to understand how ComfyUI nodes works to create new ones and I lack in knowledge to know what a project like this needs. The idea is to use IA to learn as well as produce something usefull to me.
-The text and brainstorming is done using GPT and the code is written using Claude Code with Opus 4.8.
-
-
-**Sorry for my english this is not my primary language**