This is basically a structured code review framework that scores your codebase across 12 dimensions like architecture, security, testing, and developer experience. What makes it interesting is the mandatory Phase 0 completeness check that will fail your audit if your registry is out of sync with actual resources, which feels like it was added after someone got burned by invisible files. It uses a 1-10 rubric for each dimension and forces you to compare against industry leaders, not just average tools. The scoring criteria are opinionated about what excellence looks like, which means you'll probably disagree with some ratings but at least get consistent feedback. Good for teams that want structured quality gates instead of vibes-based reviews.
npx skills add https://github.com/daffy0208/ai-dev-standards --skill quality-auditor