lumen-ui

Full AI optimization stack health check for any codebase. 10-tier scorecard: AI docs, dependency graph, Obsidian memory vault, Codex memory, project quality gates, and skills ecosystem. Works for any language (C++, Rust, TypeScript, Python, Go, Java, etc.) and any project structure — no hardcoded paths. Auto-fixes stale summaries, stale graph, missing hooks. Prints install guide for new contributors when stack is missing. Use when: "verify ai docs", "check ai stack", "is everything up to date?", "ai health check", "verify optimization stack", "check my ai setup". Proactively suggest before a major push, when a new contributor joins, or at the start of a long coding session.

Project quality governance scorecard — verifies coding standards compliance across three enforcement tiers: CI gates, AI assistant rules (AGENTS.md), and team governance (CODEOWNERS, RFC process). Produces a scored checklist with the next recommended action. Adapt the check list to your project's quality standards. Use when: "verify standards", "quality check", "standards audit", "check compliance", "how healthy is the codebase?". Proactively suggest before a major push, at the start of a long session, or after a significant refactor.

Project quality governance scorecard — verifies coding standards compliance across three enforcement tiers: CI gates, AI assistant rules (CLAUDE.md), and team governance (CODEOWNERS, RFC process). Produces a scored checklist with the next recommended action. Adapt the check list to your project's quality standards. Use when: "verify standards", "quality check", "standards audit", "check compliance", "how healthy is the codebase?". Proactively suggest before a major push, at the start of a long session, or after a significant refactor.