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Initial design for slice 1 (acquisition engine): three-container architecture (Next.js UI, Python worker, slskd), the six-stage pipeline, source-adapter contract, data model, error handling, and testing strategy. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>