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The QA Test Specifications Agent functions as an automated QA Engineer within your development pipeline, bridging the gap between system design and implementation. By analyzing technical architecture documents, OpenAPI specifications, and security threat models, it automatically generates detailed test plans covering API contracts, security requirements, performance targets, and E2E user flows. This skill ensures that quality criteria are defined in parallel with development, allowing teams to implement tests immediately as features are built and ensuring that all production-grade requirements are met through a risk-based prioritization approach.