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Phase 2 of #871: clean up the duplicate videos already in the library (the #859 "same video from multiple sources" clutter). Import-time dedup (Phase 1) only prevents NEW dups; this is the operator-triggered cleanup of existing ones. cleanup_service.dedup_videos(dry_run): - backfill_video_durations: re-probe NULL-duration videos (pre-#871 rows) so the existing library participates; idempotent (only NULL rows), writes a negative sentinel for un-probeable files so they're neither re-probed forever nor matched. - find_video_dup_groups: cluster same-artist videos by duration (±tol) + aspect, anchored per cluster to bound the span (no chain drift); keeper = highest pixel area then bytes. Reuses the importer's _VIDEO_DUP_* tolerances. - apply: re-point each loser's post links to the keeper (so no post loses the video) THEN delete the redundant records + files via delete_images (cascade). dry_run shares the same discovery predicate and returns the projection only (rule 93). Tags on a loser are NOT merged (noted; videos rarely hand-curated). - dedup_videos_task (maintenance queue; summary → task_run.metadata). - POST /maintenance/dedup-videos {dry_run} + GET /maintenance/task-result/<id> so the card shows the dry-run projection before the destructive apply. - VideoDedupCard: Preview → shows groups/redundant/reclaimable, then Apply behind a confirm dialog. Mounted in the Maintenance panel. Tests: dedup collapses + re-links the loser's post to the keeper + removes the file; dry-run deletes nothing; distinct durations aren't grouped; task registered. (Migration 0052 for duration_seconds already shipped with Phase 1.) Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>