QA Gate

Final release gate for any artifact before human review. Every document, skill, blog post, PRD, or code output should pass this gate before the principal sees it.

This is not a code review skill. It is a release gate that determines whether an artifact is ready to move forward.

When to Use

• After any ralphy loop completes a PRD
• Before presenting any deliverable to the principal
• When self-reviewing documents, code, skills, or blog posts
• As the final step before publishing to ClawHub or Gumroad
• When asked to "QA gate this," "validate before publish," "final check," or run a "quality gate"

Optional Mode

• --dual: Use cross-model QA validation when the artifact is high-stakes, ambiguous, or worth the extra cost/latency for a second independent quality pass.

Process