Create signal_encoder.py

signal_encoder.py

@@ -0,0 +1,17 @@
+# signal_encoder.py
+
+import hashlib
+import json
+
+def encode_signal(raw_signal: dict) -> dict:
+    """
+    Convert arbitrary web data into a normalized digital signal.
+    """
+    canonical = json.dumps(raw_signal, sort_keys=True, separators=(",", ":"))
+    bit_hash = hashlib.sha256(canonical.encode()).hexdigest()
+
+    return {
+        "bit_length": len(canonical.encode()) * 8,
+        "signal_hash": bit_hash,
+        "entropy_proxy": len(set(canonical)),
+    }