Turns public Shopify App Store review rows into a prioritized P0-P3 triage brief with an explicit needs-human-read bucket, where every item keeps its public source link and is labeled first pass or human-checked. Use it when low-star app reviews or merchant feedback need to be classified, clustered, and written up as a weekly product or support brief for one Shopify app or a portfolio plus watched competitors.