quality-loop-operator

Orchestrate the CometWeb artifact/repository/skill quality loop across briefing, creation, review, adversarial testing, repair, acceptance, measurement, selective revalidation, and skill runtime lifecycle while preserving candidate/contract identity, frozen policy/rubric locks, finding lineage, rollout state, rollback readiness, disagreement state, and quality debt. Use when the user wants one entry point to run or resume the full quality workflow, coordinate quality specialists, process a batch/campaign, reconcile findings, or govern a measured skill candidate through canary/staged rollout. Do not use for general multi-skill orchestration outside quality workflows, to replace specialist analysis, to make consequential strategy decisions, or to declare software production readiness; use skill-orchestrator, ai-council, or release-readiness for those cases.