Full auto-import pipeline: background worker watches the staging folder,
identifies music using embedded tags → folder name parsing → AcoustID
fingerprinting, matches files to metadata source tracklists, and
processes high-confidence matches through the existing post-processing
pipeline automatically.
Worker: AutoImportWorker with start/stop/pause/resume, configurable
scan interval (default 60s), confidence threshold (default 90%), and
auto-process toggle. Processes one folder per cycle, alphabetical
order. Disc folder detection, stability checking, content hash dedup.
Confidence gate: 90%+ auto-processes silently, 70-90% queued as
pending review with approve/dismiss actions, <70% flagged for manual
identification. Track matching uses weighted algorithm (title 45%,
artist 15%, track number 30%, album tag 10%).
Database: auto_import_history table tracks every scan result with
folder hash, match data JSON, confidence, status, timestamps.
API: 7 endpoints — status, toggle, settings (GET/POST), results
(filtered/paginated), approve, reject.
UI: Auto tab on Import page with enable toggle, confidence slider,
scan interval selector. Live result cards with album art, confidence
bar (green/yellow/red), status badges, match stats. 5-second polling.
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