Naqi: Halal Video Filter

I accepted the rewrite and moved the shared asset up a level: instead of shared code, the Android build plus its QA clips became the parity suite. The Swift version is correct when its output matches the Android output on the same inputs, which is a far stronger contract than shared source would have given.

Detection and rendering are separated by an edit decision list. A first pass builds spans with pre-roll before each detection and hysteresis so a flickering detector does not produce flickering censorship; the second pass renders those spans. The cost is two passes over the video, which is worth it.

Jobs are checkpointed per segment and survive an app kill or a reboot. Processing resumes where it stopped rather than restarting. Progress is reported per stage with a live estimate, so a long job at least looks like a long job instead of a frozen screen.

The limits are documented in the README and stated in the app: uncertain detections are censored rather than skipped, an occasionally over-blurred frame is the accepted cost, and the output should be verified before it is relied on. The bias is deliberate and it is written down.