qa-triage-batch

Automating QA report triage involves processing multiple reports in parallel to cluster shared root causes and consolidate decisions. This skill processes open reports labeled 'qa' within your application repository, automatically creating tech issues via the GitHub API upon approval.

Clustering QA reports by shared root cause is achieved through cross-report analysis that identifies common underlying issues across a batch. This skill automatically groups related reports together, presenting a consolidated decision gate to simplify review and streamline issue tracking.

Creating GitHub issues automatically from approved QA reports is supported using the GitHub API for issue management. Once reports are triaged and approved through the consolidated decision gate, the skill automatically generates corresponding tech issues within the target application repository.

Running QA triage scripts inside the target application repository is required for this skill to function correctly. This environment setup allows the automated batch processing to access open QA reports, analyze root causes, and manage tech issues directly through the GitHub API.

Batch processing handles a backlog of open QA reports by fanning out analysis across all items simultaneously, reducing manual review time. The skill reconciles findings across the batch, identifies shared root causes, and consolidates decisions into actionable tech issues for faster resolution.

Consolidating QA reports without GitHub API access limits the skill's ability to automatically create and manage tech issues. While triage and cross-report clustering can still identify shared root causes, issue tracking and automated tech issue generation require API connectivity to the target repository.