remediate-failures

To automate QA remediation, this skill identifies failures from the QA report, maps them to violated acceptance criteria, and applies minimal targeted fixes. It loops through remediation and validation cycles until all quality gates pass.

The best way to fix QA failures without scope creep is applying minimal, targeted fixes. This skill maps identified defects to specific rules violated and applies scoped corrections, ensuring remediation stays focused and verifiable.

Automated defect tracking handles repeated failures by looping remediation cycles. If convergence is not achieved after three unsuccessful validation attempts, the skill escalates the issue to Discovery for further investigation.

Yes, you can use automated workflows to map QA failures. This skill precisely links each defect from the QA report to the relevant acceptance criteria, rules violated, or specific implementation gaps before planning remediation.

You should escalate QA failures when convergence is not achieved after three remediation attempts. The skill automatically escalates persistent failures to Discovery to prevent endless looping on unresolvable validation errors.