Anomaly detection harness
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Enter the evaluation date. The pipeline exports parquet for buyers, web affiliates, and XPOST affiliates over the 30-day look-back, runs day-of-week + Isolation Forest detection, asks the LLM for quick + deep verdicts, and publishes a Power BI-friendly summary.
Run id is the date in YYYYMMDD form.
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