diff --git a/wizard-work/spark/LOC_SNAPSHOT.txt b/wizard-work/spark/LOC_SNAPSHOT.txt
new file mode 100644
index 0000000..e813d0a
--- /dev/null
+++ b/wizard-work/spark/LOC_SNAPSHOT.txt
@@ -0,0 +1,18 @@
+LOC Count Snapshot - Hermes Profile: spark
+Generated: 2026-10-21
+
+Files analyzed: 50 Python files
+
+Results:
+  Total lines:   11590
+  Code lines:     8625
+  Comment lines: 1419
+  Blank lines:    1546
+
+Percentage breakdown:
+  Code:     74.4%
+  Comments: 12.2%
+  Blank:    13.3%
+
+Method: pygount + loc_counter.py custom counter
+Verified via: python3 /root/.hermes/wizard-outputs/spark/loc_counter.py /root/.hermes/profiles/spark/
\ No newline at end of file