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README.md

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+# Organ Architect
+*Part of the Inference-X Ecosystem*
+
+[![License: BSL-1.1](https://img.shields.io/badge/License-BSL_1.1-orange.svg)](LICENSE)
+
+**Analyze AI model internals. Like an MRI for AI models.**
+
+Before transplanting organs between models, you need to understand what's inside.
+Organ Architect visualizes layers, attention heads, and topology of GGUF models.
+
+## Deploy
+```bash
+pip install fastapi uvicorn python-multipart
+python organ_architect.py
+# → Web UI + API at http://localhost:7940
+```
+
+## API
+```
+GET  /              — Web interface (upload GGUF)
+POST /analyze       — Analyze GGUF model architecture
+POST /extract-spec  — Get transplantation specification
+GET  /health        — Service status
+```
+
+## Use Cases
+- Understand model architecture before fine-tuning
+- Identify transplantable components
+- Compare architectures across model families
+- Plan organ extraction strategies
+
+## Roadmap
+- [ ] Attention pattern visualization
+- [ ] Weight distribution analysis
+- [ ] Layer similarity comparison
+- [ ] Automatic organ boundary detection
+- [ ] Export to Organ Store format
+
+Built in Morocco for the world. 🇲🇦
+
+## License
+[Business Source License 1.1](LICENSE)
+**Author:** Salka Elmadani