qa-check

Review code changes for AI Quality Paradox violations and AI-native architecture anti-patterns. Complements Claude Code's built-in /code-review: /code-review hunts correctness bugs; qa-check owns AI-specific quality decay and architecture, including rework risk, test integrity (weakened or gamed tests), dependency provenance, spec discipline, validation gaps, and maintainability smells. Ships a deterministic push gate (PreToolUse hook, no LLM calls): repos with a .qa-check-required file block git push until /qa-check has run.