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Extract helper functions to eliminate nested try-except blocks in scanner.py and remove duplicated type-checking logic in asset_info.py. Simplify nested conditionals in asset_management.py for clearer control flow. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>