shift-right-testing

This skill orchestrates quality engineering across CI/CD pipeline phases by coordinating multiple specialized agents for test generation, execution, and quality gating. Use it when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing approaches. It provides automated validation and readiness checks throughout the deployment pipeline.

This skill monitors iteration progress by tracking quality trends and detecting plateaus to recommend optimal stopping points. Use it when you need to determine when further iterations won't improve task outcomes. It pairs with other DAG skills like the iteration detector and feedback synthesizer for comprehensive workflow monitoring.

This skill provides AWS CloudFormation patterns for implementing comprehensive CloudWatch monitoring and observability. Use it when you need to create metrics, alarms, dashboards, logs, and other monitoring resources for production infrastructure. It covers best practices including template structure, cross-stack references, and features like anomaly detection and Application Signals.

This Claude Skill helps developers design and implement effective test automation frameworks by applying the test pyramid, design patterns like Page Object Model, and CI/CD integration. It's used when building automation frameworks or improving test efficiency to detect anti-patterns and ensure robust testing. The skill utilizes specialized agents for test generation, execution, coverage analysis, and flaky test detection.