feat: Major update - Physics docs, Zernike OPD, insights, NX journals, tools

Documentation:
- Add docs/06_PHYSICS/ with Zernike fundamentals and OPD method docs
- Add docs/guides/CMA-ES_EXPLAINED.md optimization guide
- Update CLAUDE.md and ATOMIZER_CONTEXT.md with current architecture
- Update OP_01_CREATE_STUDY protocol

Planning:
- Add DYNAMIC_RESPONSE plans for random vibration/PSD support
- Add OPTIMIZATION_ENGINE_MIGRATION_PLAN for code reorganization

Insights System:
- Update design_space, modal_analysis, stress_field, thermal_field insights
- Improve error handling and data validation

NX Journals:
- Add analyze_wfe_zernike.py for Zernike WFE analysis
- Add capture_study_images.py for automated screenshots
- Add extract_expressions.py and introspect_part.py utilities
- Add user_generated_journals/journal_top_view_image_taking.py

Tests & Tools:
- Add comprehensive Zernike OPD test suite
- Add audit_v10 tests for WFE validation
- Add tools for Pareto graphs and mirror data extraction
- Add migrate_studies_to_topics.py utility

Knowledge Base:
- Initialize LAC (Learning Atomizer Core) with failure/success patterns

Dashboard:
- Update Setup.tsx and launch_dashboard.py
- Add restart-dev.bat helper script

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

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

tests/test_zernike_import.py

@@ -0,0 +1,36 @@
+#!/usr/bin/env python3
+"""Test script for Zernike extractor import."""
+import sys
+from pathlib import Path
+
+# Add Atomizer root to path
+atomizer_root = Path(__file__).parent.parent
+sys.path.insert(0, str(atomizer_root))
+
+print("Testing ZernikeExtractor import...")
+
+try:
+    from optimization_engine.extractors import ZernikeExtractor
+    print("  Import: OK")
+
+    import inspect
+    sig = inspect.signature(ZernikeExtractor.extract_relative)
+    print(f"  extract_relative signature: {sig}")
+
+    # Check parameters
+    params = list(sig.parameters.keys())
+    print(f"  Parameters: {params}")
+
+    if 'include_coefficients' in params:
+        print("  include_coefficients parameter: FOUND")
+    else:
+        print("  include_coefficients parameter: MISSING!")
+        sys.exit(1)
+
+except Exception as e:
+    print(f"  ERROR: {e}")
+    import traceback
+    traceback.print_exc()
+    sys.exit(1)
+
+print("\nAll tests passed!")