ultraqa

Autonomous QA cycling executes verification tasks like tests, builds, lint, and type checks iteratively, diagnosing failures and applying fixes until the quality objective is satisfied. It operates within a bounded cycle limit to ensure safe operation.

Iterative QA cycling is an automated process that runs verification tasks across defined cycles, applying fixes based on architect-level diagnosis until quality goals are met. It tracks state and returns structured progress outcomes for each cycle.

Yes, autonomous QA cycling supports lint and type checks as verification goals. An architect-based diagnosis mechanism analyzes failures and provides automatic fix guidance iteratively until the checks pass within the bounded cycle limit.

You can cancel autonomous QA cycling at any time during execution by running the cancel command. The skill also enforces a bounded cycle limit to prevent infinite loops and ensure safe operation.

Yes, the skill features parallel diagnosis to accelerate remediation during QA cycles. This allows multiple failure diagnoses to run simultaneously while maintaining state tracking and cycle control.

Bounded cycle limits prevent infinite loops by capping the number of iterative QA verification and fix cycles. If quality goals are not met within this limit, the process stops and returns structured progress outcomes for review.