stage-attributed

STAR is a stage-attributed triage and repair framework that decomposes LLM-based RCA agent workflows into four structured stages, enabling stage-wise auditing, counterfactual evaluation, and patch-and-replay repair to improve root cause localization and fault type classification in microservice AIOps.