vibe-sunsang-knowledge

The vibe-sunsang workspace types are builder, explorer, designer, and operator, each defining a distinct AI collaboration level. These levels guide how users interact with AI to optimize specific task workflows and growth tracking.

To improve prompt quality, use the six growth axes—DECOMP, VERIFY, ORCH, FAIL, CTX, and META—as a structured mentoring framework. This approach identifies specific weaknesses in AI collaboration and guides targeted improvements.

Anti-pattern detection in AI-assisted collaboration involves identifying structured framework deviations during mentoring. The Skill provides practical best practices to recognize these common anti-patterns and apply corrective prompt guidance.

Yes, vibe-sunsang frameworks are specifically designed for Korean-speaking users to explain workspace types, growth axes, and mentoring patterns. It provides clear Korean explanations for effective AI-assisted collaboration.

The best way to track growth is by applying the six axes—DECOMP, VERIFY, ORCH, FAIL, CTX, and META—using provided templates. This structured framework monitors AI collaboration progression and identifies specific development areas.