Automatically generates Mermaid diagrams from written drafts using OpenAI GPT-4o or Google Gemini. Fine-tune diagrams with precision using a visual editor, then beautify them with DALL-E 3 or Imagen 3 AI. This hybrid workflow combines version-controlled code with professional design aesthetics, fully automated via GitHub Actions.