Design for replacing the standalone /ai/chat page with context-aware AI side panels embedded in each editor (Troubleshooting + Procedural). Covers ghost node suggestion system, output-based thresholds, config-driven model routing, knowledge integration, and per-flow chat persistence. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>