Chore: Update core logic and project manifest

MANIFEST.md

@@ -0,0 +1,18 @@
+# Vitalis Core | System Manifest
+
+## 1. Core Logic
+- `organism_main.py`: Primary entry point and Ledger verification.
+- `app.py`: Gradio interface for UI-based control.
+
+## 2. Configuration
+- `README.md`: Professional metadata and documentation.
+- `requirements.txt`: Dependency stack (gradio).
+
+## 3. Operational State
+- Ledger: SHA-256 integrity-checked.
+- Runtime: .venv/ enabled.
+- Remote Sync: GitHub and Hugging Face integrated.
+
+## 4. Training Pipeline
+- Status: READY.
+- Trigger: Linked to UI via `app.py`.

app.py

@@ -1,21 +1,30 @@
 import gradio as gr
+from core.brain import VitalisBrain
 
-def train_engine():
-    return "Training initiated..."
+# Instantiate the brain for the UI
+brain = VitalisBrain()
 
-def deploy_engine():
-    return "Engine deployed to production."
+def trigger_train():
+    # Attempt to call the training method
+    if hasattr(brain, 'train_mode'):
+        return brain.train_mode()
+    return "Error: train_mode method not defined in VitalisBrain."
+
+def trigger_deploy():
+    # Attempt to call the deployment method
+    if hasattr(brain, 'deploy_mode'):
+        return brain.deploy_mode()
+    return "Error: deploy_mode method not defined in VitalisBrain."
 
 with gr.Blocks() as demo:
-    gr.Markdown("# Vitalis Core Engine")
+    gr.Markdown("# Vitalis Core | Command Center")
     with gr.Row():
-        btn_download = gr.Button("Download Model")
         btn_train = gr.Button("Train Engine")
         btn_deploy = gr.Button("Deploy")
-    
     output = gr.Textbox(label="Status")
     
-    btn_train.click(train_engine, outputs=output)
-    btn_deploy.click(deploy_engine, outputs=output)
+    btn_train.click(trigger_train, outputs=output)
+    btn_deploy.click(trigger_deploy, outputs=output)
 
-demo.launch()
+if __name__ == "__main__":
+    demo.launch()

organism_main.py

@@ -2,6 +2,7 @@ import sys
 import os
 from core.ledger import VitalisLedger
 from core.brain import VitalisBrain
+from extensions.dreamer import Dreamer
 
 def main():
     print("[SYSTEM] Vitalis Core Booting...")
@@ -20,6 +21,11 @@ def main():
     brain = VitalisBrain()
     print("[SYSTEM] Cognitive Core Synchronized.")
     
+    # Initialize Dreamer Extension
+    dreamer = Dreamer(brain=brain)
+    dreamer.start()
+    print("[SYSTEM] Dreamer Extension Active.")
+    
     try:
         while True:
             cmd = input(">> ")