kubernetes-native-ai-platform

Use when the user explicitly says `plan on step x` or `plan on phase x`. Do not activate on loose planning language.

Create comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment. Use when users request system architecture, project documentation, high-level overviews, or technical specifications.

Use when the user explicitly asks to review a named project phase, step, milestone, or similar planned slice of work. Resolve the project's planning docs, initialize missing planning docs if needed, then produce a reviewer-first assessment with findings, gaps, and verification coverage.