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feat: theme catalog optimization with tag search and faster enrichment
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# MTG Python Deckbuilder ${VERSION}
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### Summary
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Improved performance with new card data storage format. Card queries are now significantly faster with reduced file sizes.
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Theme catalog improvements with faster processing, tag search features, and regeneration fixes.
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### Added
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- **Card Data Consolidation**: All card data now stored in optimized format for faster loading
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- Automatic updates after tagging/setup completes
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- "Rebuild Card Files" button in Setup page for manual refresh
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- 87% smaller file sizes with dramatically faster queries
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- Maintains multiple backup versions for safety
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- **Backward Compatibility**: Existing functionality continues to work without changes
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- **Theme Catalog Optimization**:
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- Consolidated theme enrichment pipeline
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- Tag search API for theme-based card discovery
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- Commander browser theme autocomplete with keyboard navigation
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- Tag index for faster queries
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- **Card Data Consolidation** (from previous release):
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- Optimized format with smaller file sizes
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- "Rebuild Card Files" button in Setup page
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- Automatic updates after tagging/setup
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### Changed
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_No unreleased changes yet._
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### Fixed
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_No unreleased fixes yet._
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- **Theme Regeneration**: Theme catalog can now be fully rebuilt from scratch
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- Fixed placeholder data appearing in fresh installations
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- Examples now generated from actual card data
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