The "qa-" prefix was confusing — this is the live-site design audit with
fix loop, not a QA-only report. Rename directory and update all references
across docs, tests, scripts, and skill templates.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>