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Validates JSONL/JSON pipeline outputs for: - Schema correctness - Content quality (non-empty, not duplicated) - Toxicity detection - Dedup hash management with auto-cleanup Usage: python3 bin/quality-gate.py validate data.jsonl python3 bin/quality-gate.py score data.jsonl python3 bin/quality-gate.py stats python3 bin/quality-gate.py cleanup Closes #623