feat: Add Studio UI, intake system, and extractor improvements

Dashboard:
- Add Studio page with drag-drop model upload and Claude chat
- Add intake system for study creation workflow
- Improve session manager and context builder
- Add intake API routes and frontend components

Optimization Engine:
- Add CLI module for command-line operations
- Add intake module for study preprocessing
- Add validation module with gate checks
- Improve Zernike extractor documentation
- Update spec models with better validation
- Enhance solve_simulation robustness

Documentation:
- Add ATOMIZER_STUDIO.md planning doc
- Add ATOMIZER_UX_SYSTEM.md for UX patterns
- Update extractor library docs
- Add study-readme-generator skill

Tools:
- Add test scripts for extraction validation
- Add Zernike recentering test

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

atomizer-dashboard/frontend/src/components/intake/index.ts

@@ -0,0 +1,13 @@
+/**
+ * Intake Components Index
+ *
+ * Export all intake workflow components.
+ */
+
+export { CreateStudyCard } from './CreateStudyCard';
+export { InboxStudyCard } from './InboxStudyCard';
+export { FinalizeModal } from './FinalizeModal';
+export { InboxSection } from './InboxSection';
+export { FileDropzone } from './FileDropzone';
+export { ContextFileUpload } from './ContextFileUpload';
+export { ExpressionList } from './ExpressionList';