01Deterministic reproduction trace generation from UX scenarios
02Agent-mode stubbing for consistent, non-random bug reproduction
03Automated validation of workflow invariants and site visit requirements
04Characterization test generation to prevent future regressions
05Structured PR ladder planning for safe, multi-step bug resolution
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