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_insights_import.py

@@ -0,0 +1,21 @@
+"""Test if insights can be imported from backend context."""
+import sys
+from pathlib import Path
+
+# Replicate the path setup from main.py
+backend_path = Path(__file__).parent.parent / "atomizer-dashboard" / "backend" / "api"
+sys.path.insert(0, str(backend_path.parent.parent.parent.parent))
+sys.path.insert(0, str(backend_path.parent))
+
+print(f"sys.path[0]: {sys.path[0]}")
+print(f"sys.path[1]: {sys.path[1]}")
+
+try:
+    from api.routes import insights
+    print(f"insights module imported: {insights}")
+    print(f"insights.router: {insights.router}")
+    print(f"routes: {[r.path for r in insights.router.routes]}")
+except Exception as e:
+    print(f"ERROR importing insights: {e}")
+    import traceback
+    traceback.print_exc()