Update README.md

README.md

@@ -9,3 +9,64 @@ license: mit
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🤖 Codex ReflexGuard™
+
+**Version**: vΩΞ++  
+**Author**: Dr. Matladi Maxwell Moagi (Codex Sovereign)  
+**License**: Dual — MIT (research) + Commercial (for licensing)
+
+---
+
+## 🧠 Reflex Intelligence System
+
+Codex ReflexGuard™ is a beyond‑state‑of‑the‑art reflex intelligence engine that:
+- Detects structural anomalies in real-time
+- Minimizes irreversible harm with zero-latency response
+- Projects worst-case outcomes without needing full input state
+- Auto-executes actions before symbolic logic finishes computing
+
+---
+
+## 🧩 Core Modules
+
+| Layer | Description |
+|-------|-------------|
+| Φᵢ | Invariant scanner — detects early signs of failure |
+| Ψᴛ | Trick logic engine — low-cost hypothesis selector |
+| Λꜜ | Moral constraint filter — kill-switch if irreversible harm risk |
+| Ω⁺ | Reflex memory — learns from near-miss or harm incidents |
+| Ξ⟳ | Recursive execution — bypasses delay, acts instantly |
+
+---
+
+## 📦 Included in this Demo
+
+- `index.html`: ReflexGuard UI demo
+- `ReflexGuard_Runtime.py`: Python logic engine
+- `reflexguard_runtime.wasm`: Embedded WebAssembly runtime
+- `ReflexScroll.pdf`: Visual scroll of system logic
+- `ReflexGuard_Architecture.svg`: SVG system diagram
+- `CodexReflex_Manifest.yaml`: YAML manifest of full system
+- `CodexGuard_License.txt`: IP terms
+
+---
+
+## 💡 How It Works
+
+This demo shows how a live safety reflex engine might intercept threats or anomalies *before* standard AI models can fully reason about them. It compresses logic, estimates risk, and executes defensively — all sub-symbolically.
+
+---
+
+## 🚀 Deploy Your Own Version
+
+1. Fork this repo / Space  
+2. Replace `index.html` with your custom UI  
+3. Add backend logic in `ReflexGuard_Runtime.py`  
+4. Embed into your CodexMesh or Edge device
+
+---
+
+## 📬 License + Contact
+
+- 📜 Use of this system in commercial settings requires a license
+- Contact: `dr.moagi@codexmesh.ai` or GitHub [@LordXido](https://github.com/LordXido)