- new page app_stats/index.html (login-gated, same style/nav)
- app_stats/app_metrics.json data (year-over-year comparison, NEW badges)
- updater/update_app_metrics.py: adaptive SQL (Jan 1 -> yesterday vs prev year)
- run both updaters from run_update.bat; refactor shared git push