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+# Refactoring Notes (chaos test - run5)
+
+Persona: refactor-zealot
+Strategy: minor-rename + single-commit
+
+- Extracted helper utilities
+- Consolidated duplicate logic
+- Minor: renamed placeholder vars for clarity