fix: address critical and medium post-audit findings

fix: address post-audit review findings across docs and source

ci(hooks): add pre-commit config with ruff and mypy hooks

fix(logging): replace f-string logging with lazy %s formatting

refactor(ml): decouple Streamlit caching from model module

refactor(database): decouple Streamlit caching from connection module

refactor(pages): extract shared configure_page, remove finally:pass

fix: restore player search functionality and add HF frontmatter

Optimize away team generation and persist in session state to prevent loops

Fix team saving logic and add debug logging

Fix CI failures: type annotations, linting, and coverage threshold

Refactor app with security fixes, error handling, and type safety

Update 2_play_game.py

Update 2_play_game.py

Update 2_play_game.py

module clean up

new model

Model Tweak

Winning Condition

St.Rerun

Search Update

score update

score update

score update

score update

score update

score update

Score Models

Keras Model

multi page