Update signal_encoder.py

signal_encoder.py

@@ -1,17 +1,9 @@
-# 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()
+import json, hashlib
 
+def encode(obj):
+    canonical = json.dumps(obj, sort_keys=True, separators=(",", ":"))
     return {
-        "bit_length": len(canonical.encode()) * 8,
-        "signal_hash": bit_hash,
-        "entropy_proxy": len(set(canonical)),
+        "bits": len(canonical.encode()) * 8,
+        "hash": hashlib.sha256(canonical.encode()).hexdigest(),
+        "entropy_proxy": len(set(canonical))
     }