# MTG Python Deckbuilder v3.0.1 ## Summary Performance improvements and bug fixes for commander selection and display. ## Fixed - **Color Identity Display**: Fixed commander color identity showing incorrectly as "Colorless (C)" for non-partner commanders in the summary panel ## Performance - **Commander Selection Speed**: Dramatically improved response time from 4+ seconds to under 1 second - Implemented intelligent caching for card data to eliminate redundant file loading - Both commander data and full card database now cached with automatic refresh when data updates - Past builds recommendations now 107x faster (0.86s → 0.008s) ## For Users - Commander selection is now **much faster** - expect sub-second response times - Color identity labels in deck summaries now display correctly for all commanders - Web UI "Download from GitHub" button now includes the new commander cache file ## Infrastructure - Created dedicated `commander_cards.parquet` file (472KB) for fast commander lookups - Updated GitHub Actions workflow to build and publish commander cache - Added commander cache download support in Docker entrypoint - Implemented three-level caching system for optimal performance