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The run-tests skill streamlines the development workflow by identifying exactly which test suites are affected by your recent code modifications. By leveraging intelligent discovery, it avoids the overhead of running unnecessary tests, instead selecting a minimal set of virtual environments and Python versions for validation. It automatically orchestrates required Docker services like Redis or Postgres and provides a structured approach to debugging failures, making it an essential tool for maintaining high code quality without the long wait times of a full CI pipeline.