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* Add liability balance normalization logic with comprehensive tests - Updated `SimplefinAccount::Processor` to normalize liability balances based on observed values, ensuring correct handling of debts and overpayments. - Enhanced `SimplefinItem::Importer` to apply similar normalization rules during imports, improving consistency. - Added multiple test cases in `SimplefinAccountProcessorTest` to validate edge cases for liabilities and mixed-sign scenarios. - Introduced helper methods (`to_decimal`, `same_sign?`) to simplify numeric operations in normalization logic. * Add overpayment detection for liabilities with heuristic-based classification - Introduced `SimplefinAccount::Liabilities::OverpaymentAnalyzer` to classify liability balances as credit, debt, or unknown using transaction history. - Updated `SimplefinAccount::Processor` and `SimplefinItem::Importer` to integrate heuristic-based balance normalization with fallback logic for ambiguous cases. - Added comprehensive unit tests in `OverpaymentAnalyzerTest` to validate classification logic and edge cases. - Enhanced logging and observability around classification results and fallback scenarios. * Refactor liability handling for better fallback consistency - Updated `sticky_key` method in `OverpaymentAnalyzer` to handle missing `@sfa.id` with a default value. - Enhanced `SimplefinAccount::Processor` to use `with_indifferent_access` for `raw_payload` and `org_data`, improving robustness in liability type inference. * Extract numeric helper methods into `SimplefinNumericHelpers` concern and apply across models - Moved `to_decimal` and `same_sign?` methods into a new `SimplefinNumericHelpers` concern for reuse. - Updated `OverpaymentAnalyzer`, `Processor`, and `Importer` to include the concern and remove redundant method definitions. - Added empty fixtures for `simplefin_accounts` and `simplefin_items` to ensure test isolation. - Refactored `OverpaymentAnalyzerTest` to reduce fixture dependencies and ensure cleanup of created records. * Refactor overpayment detection logic for clarity and fallback consistency - Simplified `enabled?` method in `OverpaymentAnalyzer` for clearer precedence order (Setting > ENV > default). - Added `parse_bool` helper to streamline boolean parsing. - Enhanced error handling with detailed logging for transaction gathering failures. - Improved `sticky_key` method to use a temporary object ID fallback when `@sfa.id` is missing. --------- Co-authored-by: Josh Waldrep <joshua.waldrep5+github@gmail.com>