readme.md

# Modular Intelligence — HuggingFace Demo

This Space demonstrates a universal, domain-agnostic **Modular Intelligence** framework:

- Generators (modules)
- Checkers (verification)
- Structured outputs
- Deterministic patterns
- Zero vendor-lock

## Features
- Universal modules: analysis, explanation, strategy, writing, systems
- Paired checker modules
- Completely general — works for any domain
- No backend required (runs on HF free CPU)
- Clean architecture, extendable

## Files
- `modules.json` — module & checker repository  
- `app.py` — UI + orchestration  
- `requirements.txt` — dependencies  
- `diagram.txt` — architecture visualization  

## What to customize
- Add modules  
- Add checkers  
- Swap model (e.g., Mistral 7B, Llama 3 8B, Gemma 2B)  
- Add your own structured output patterns  

## License
MIT — you keep full IP on your architecture.