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SpecSwarm Fix streamlines the debugging process by applying a Specification Driven Development (SDD) approach to software defects. When triggered by a reported issue, the skill orchestrates a complete lifecycle that includes generating regression tests to reproduce the bug, implementing the fix, and validating the solution against existing tests to prevent regressions. It features a confidence-based execution model that can automatically start the fix for clear bug reports or ask for confirmation on vague requests, ensuring a highly reliable and hands-off troubleshooting experience for developers.
