feat: Add Protocol 13 adaptive optimization, Plotly charts, and dashboard improvements

## Protocol 13: Adaptive Multi-Objective Optimization
- Iterative FEA + Neural Network surrogate workflow
- Initial FEA sampling, NN training, NN-accelerated search
- FEA validation of top NN predictions, retraining loop
- adaptive_state.json tracks iteration history and best values
- M1 mirror study (V11) with 103 FEA, 3000 NN trials

## Dashboard Visualization Enhancements
- Added Plotly.js interactive charts (parallel coords, Pareto, convergence)
- Lazy loading with React.lazy() for performance
- Code splitting: plotly.js-basic-dist (~1MB vs 3.5MB)
- Chart library toggle (Recharts default, Plotly on-demand)
- ExpandableChart component for full-screen modal views
- ConsoleOutput component for real-time log viewing

## Documentation
- Protocol 13 detailed documentation
- Dashboard visualization guide
- Plotly components README
- Updated run-optimization skill with Mode 5 (adaptive)

## Bug Fixes
- Fixed TypeScript errors in dashboard components
- Fixed Card component to accept ReactNode title
- Removed unused imports across components

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

atomizer-dashboard/frontend/src/hooks/useWebSocket.ts

@@ -1,4 +1,4 @@
-import { useState, useEffect, useCallback, useRef } from 'react';
+import { useState, useEffect } from 'react';
 import useWebSocket, { ReadyState } from 'react-use-websocket';
 import { WebSocketMessage } from '../types';
 
@@ -9,7 +9,6 @@ interface UseOptimizationWebSocketProps {
 
 export const useOptimizationWebSocket = ({ studyId, onMessage }: UseOptimizationWebSocketProps) => {
   const [socketUrl, setSocketUrl] = useState<string | null>(null);
-  const messageQueue = useRef<WebSocketMessage[]>([]);
 
   useEffect(() => {
     if (studyId) {
@@ -28,7 +27,7 @@ export const useOptimizationWebSocket = ({ studyId, onMessage }: UseOptimization
   }, [studyId]);
 
   const { sendMessage, lastMessage, readyState } = useWebSocket(socketUrl, {
-    shouldReconnect: (closeEvent) => true,
+    shouldReconnect: (_closeEvent) => true,
     reconnectAttempts: 10,
     reconnectInterval: 3000,
     onOpen: () => console.log('WebSocket Connected'),