{"skill":{"slug":"shopify-ad-attribution","displayName":"Shopify Ad Attribution","summary":"Shopify ad attribution agent. Calculates true ROAS per channel by correlating Shopify order UTM data with ad spend — reveals which channels actually drive pr...","tags":{"latest":"1.0.0"},"stats":{"comments":0,"downloads":152,"installsAllTime":1,"installsCurrent":1,"stars":0,"versions":1},"createdAt":1773989402394,"updatedAt":1773989418180},"latestVersion":{"version":"1.0.0","createdAt":1773989402394,"changelog":"Initial release of Shopify Ad Attribution agent.\n\n- Calculates true ROAS per channel by correlating Shopify order UTM data with ad spend.\n- Supports multiple attribution models: last-click, linear, and time-decay.\n- Analyzes UTM coverage, channel overlap, LTV impact, and attribution anomalies.\n- Provides profit-adjusted ROAS calculations based on COGS and margin.\n- Outputs comprehensive channel performance tables, model comparisons, and key findings.\n- Saves analysis and configurations to a structured workspace for ongoing reporting.","license":"MIT-0"},"metadata":{"os":null,"systems":null},"owner":{"handle":"mguozhen","userId":"s170nk66cz4zpwnnsv8bxksrp983f82k","displayName":"mguozhen","image":"https://avatars.githubusercontent.com/u/1411875?v=4"},"moderation":null}