Added EILProcessor core module

core/eil_processor.py

@@ -0,0 +1,26 @@
+# core/eil_processor.py
+# Master Emotional Core (MEC) - EIL Processor
+
+class EILProcessor:
+    def __init__(self):
+        pass  # No config needed for MVP starter
+
+    def process_eil(self, preprocessing_packet):
+        normalized_text = preprocessing_packet.get("normalized_text", "")
+
+        # Placeholder logic for MVP:
+        # Split into phrases, tag as candidates
+        phrases = normalized_text.split(".")  # Very simple split
+
+        eil_packet = {
+            "phrases": phrases,
+            "emotion_candidates": [
+                {"phrase": p.strip(), "candidate_emotion": "Pending"} for p in phrases if p.strip()
+            ],
+            "metadata": {
+                "source": "InputPreprocessor"
+            }
+        }
+
+        print(f"[EILProcessor] Packet: {eil_packet}")
+        return eil_packet

core/input_preprocessor.py

@@ -0,0 +1,21 @@
+# core/input_preprocessor.py
+# Master Emotional Core (MEC) - Input Preprocessor
+
+class InputPreprocessor:
+    def __init__(self, signal_floor=0.2, max_token_length=1024, enable_noise_filter=True):
+        self.signal_floor = signal_floor
+        self.max_token_length = max_token_length
+        self.enable_noise_filter = enable_noise_filter
+
+    def preprocess_text(self, raw_text):
+        # Basic text normalization placeholder
+        normalized_text = raw_text.strip().lower()
+        # Simulate preprocessing packet
+        preprocessing_packet = {
+            "normalized_text": normalized_text,
+            "length": len(normalized_text)
+        }
+        print(f"[InputPreprocessor] Packet: {preprocessing_packet}")
+        return preprocessing_packet
+
+    # Audio and video preprocessing would be added here in full system

main.py

@@ -4,4 +4,34 @@
 print("MEC MVP Test Runner")
 print("System ready — modules loading...")
 
-# Placeholder — real modules will import from core/
+# 1️⃣ Import modules
+from core.input_preprocessor import InputPreprocessor
+from core.eil_processor import EILProcessor
+# Future imports:
+# from core.esil_inference import ESILInference
+# from core.confidence_gate import ConfidenceGate
+# from core.hei_inference import HEIInference
+# from core.eris_reasoner import ERISReasoner
+# from core.uesp_constructor import UESPConstructor
+# from core.fec_controller import FECController
+
+# 2️⃣ Initialize modules
+preprocessor = InputPreprocessor()
+print("[Main] Input Preprocessor initialized.")
+
+# 3️⃣ Run test pipeline
+test_input = "I’m feeling really overwhelmed today"
+preprocessing_packet = preprocessor.preprocess_text(test_input)
+
+# 4️⃣ Print packet for debug
+print("\n[Main] Pipeline Output:")
+print(f"Input: {test_input}")
+print(f"Preprocessing Packet: {preprocessing_packet}")
+
+# Run EIL processing
+eil_processor = EILProcessor()
+eil_packet = eil_processor.process_eil(preprocessing_packet)
+# Run EIL processing
+
+# Print EIL packet
+print(f"\n[Main] EIL Packet Output: {eil_packet}")