loop-detect

Detect and model the growth loops already compounding in a business — viral, content, data, paid, ecosystem, community — then quantify each loop's amplification factor, cycle time, and bottleneck, propose new loops, and rank investments by projected 12-month ROI with a sequenced implementation roadmap. Triggers on "/digital-marketing-pro:loop-detect", "what growth loops do we have", "model our viral loop", "why isn't growth compounding", "where should we invest for compound growth". Runs the growth-loop-modeler script for detection and 12-month loop comparisons, and reads the brand profile for business model and industry benchmarks. Analysis and recommendations only — it changes nothing in any live system.