Organize repository and rewrite README with Phase 3 architecture and Prior Art

docs/archive/quick_test.py

@@ -0,0 +1,41 @@
+#!/usr/bin/env python3
+"""
+Quick interactive test - single question demo.
+"""
+
+import asyncio
+from becomingone.llm_integrator import EmissaryLLM
+
+async def quick_test():
+    master = EmissaryLLM(model='llama3.1:8b')
+    emissary = EmissaryLLM(model='deepseek-coder-v2:lite')
+    
+    question = "What is recursion?"
+    
+    print(f"\n{'='*60}")
+    print(f"👤 USER: {question}")
+    print(f"{'='*60}\n")
+    
+    # Both respond
+    m, e = await asyncio.gather(
+        master.respond(f"Explain this concept thoughtfully: {question}"),
+        emissary.respond(f"Explain with code examples: {question}")
+    )
+    
+    print("🧠 MASTER (Soulful):")
+    print("-" * 40)
+    print(m.get('response', str(m))[:500])
+    
+    print(f"\n⚡ EMISSARY (Practical):")
+    print("-" * 40)
+    print(e.get('response', str(e))[:500])
+    
+    print(f"\n{'='*60}")
+    print("🔗 UNIFIED:")
+    print("-" * 40)
+    print(f"Question: {question}")
+    print(f"\nTheory: {m.get('response','')[:200]}...")
+    print(f"\nCode: {e.get('response','')[:200]}...")
+    print(f"{'='*60}")
+
+asyncio.run(quick_test())