cry1ngshame

Audits any URL for AI-citation readiness (ChatGPT, Google AI Overviews, Perplexity, Gemini, Copilot) and ships a copy-pasteable LLM remediation prompt for every gap — so Claude Code, Cursor, or any agent can execute the fixes without re-reading the framework. Built on 24 on-site factors scored 0–3 (max 72), calibrated for Q1 2026 AI-citation behavior. Use when the user mentions "GEO audit", "AI search optimization audit", "ChatGPT citation audit", "Perplexity ranking audit", "generative engine optimization", "AI Overviews audit", "AEO audit", "LLMO audit", "llms.txt", or asks "why isn't ChatGPT citing my site" / "how do I get cited by AI" / "how to rank in AI Overviews". For traditional SEO, see seo-audit. For schema-only work, see schema-markup. For content rewrites, see installix-lp-rewriter or hellodent-lp-writer.

Use to end a work session cleanly — syncs findings to your Obsidian vault (or any Markdown notes folder), updates the agent's persistent memory, marks tasks complete, and prints a handoff summary so the chat can be closed without losing context. Triggers on "/wrap-up", "wrap up", "close out", "end session", "ready to close chat", "save and close", "prep close", "sync and close". This is the safety net for the "always update my notes when a task finishes" rule — call it any time you want everything synced before walking away.