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The Smart Test Fixing skill automates the process of debugging and repairing broken test suites within Claude Code by applying a structured approach to error management. Instead of tackling failures randomly, this skill groups errors by type and module, prioritizing critical infrastructure and API issues before addressing individual business logic bugs. This systematic methodology is particularly effective after large refactors, dependency updates, or when preparing a codebase for CI/CD deployment, ensuring that your test suite returns to a green state efficiently and reliably.