Adaptive dark mode browser extension for any website

Dark mode extensions exist but they apply a naive CSS invert filter that makes images look terrible and often breaks site layouts. I want an extension that intelligently applies dark mode using per-site custom stylesheets (crowdsourced from users), remembers my preference per domain, and lets me adjust contrast and brightness independently. The existing options are either broken or abandoned.