I finally got most of my Chess Review app working after fixing several issues across deployment, engine setup, and analysis. I removed the need to upload Stockfish directly to GitHub by making the engine download automatically at runtime, which solved the file size limitation. I fixed the Stockfish initialization and path setup so it works correctly in Streamlit, added executable permissions for Linux environments, and cleaned up the loading flow to prevent crashes caused by analysis starting before the engine was ready. The full review pipeline is almost ready to run, and I’m continuing to improve the quality of the analysis and review system!