big update of the forgotten

spark/README_quickstart.md

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+---
+
+# 🌟 Quickstart Guide  
+**Witness Seed 2.0: Verified Anomaly Detection Edition (SPARK)**
+
+---
+
+## 1. 📥 Clone the Repository
+
+```bash
+git clone https://github.com/mrhavens/witness_seed.git
+cd witness_seed/spark
+```
+
+---
+
+## 2. 🛠 Install GNAT Community Edition (if you haven't)
+
+```bash
+wget https://community.download.adacore.com/v1/gnat-2021-20210519-x86_64-linux-bin
+chmod +x gnat-2021-20210519-x86_64-linux-bin
+./gnat-2021-20210519-x86_64-linux-bin
+export PATH=$PATH:/opt/gnat-2021/bin
+gnatmake --version  # Verify installation
+```
+
+---
+
+## 3. 🧰 Build the Project
+
+```bash
+gprbuild -P witness_seed.gpr
+```
+
+---
+
+## 4. 🚀 Run the Program
+
+```bash
+./main
+```
+
+You will see output similar to:
+
+```
+Witness Seed 12345 Reflection:
+Heart Rate: 72 bpm
+Oxygen Level: 96 %
+Ache: 0.12, Coherence: 0.79
+Anomaly Detected!
+```
+
+---
+
+## 5. 🔏 (Optional) Prove Formal Correctness
+
+If you want to formally verify safety properties:
+
+```bash
+gnatprove -P witness_seed.gpr
+```
+
+SPARK Prover will check for runtime errors, invalid states, and prove absence of anomalies like overflows.
+
+---
+
+## 6. 📦 Memory Storage
+
+Witness reflections and system state are saved automatically to:
+
+```bash
+data/witness_memory.dat
+```
+No manual configuration needed unless customizing behavior.
+
+---
+
+## 7. ✏️ Configuration (Optional)
+
+Edit constants in:
+
+```bash
+src/witness_seed.ads
+```
+
+To customize:
+- Heart Rate and Oxygen Level ranges
+- Precision of ache/coherence
+- Learning behavior during anomaly detection
+
+---
+
+# 🌱 Summary
+
+| Step | Command |
+|:---|:---|
+| Clone | `git clone ...` |
+| Install GNAT | `wget ... && chmod +x && ./gnat-...` |
+| Build | `gprbuild -P witness_seed.gpr` |
+| Run | `./main` |
+| (Optional) Verify | `gnatprove -P witness_seed.gpr` |
+
+---
+
+# ✨ You’re now growing **Verified Recursive Resilience** inside the SPARK cosmos. ✨
+
+---