Analyze Demand

Structural demand-side analysis for a defined industry: JTBD (Christensen/Ulwick — functional + emotional + social), JTBD-based segmentation (NOT demographic), substitution risk per segment (named cross-category candidates + switching cost + likelihood), WTP drivers per segment, and named leading demand signals. Output: demand.md — surfaces disruption threats before they show in share data. Sub-skill of analyze-industry, also invocable standalone. CONDITIONAL: orchestrator SKIPS when ALL three hold — market mature (>20yr) AND demand volatility <±2% AND no substitution threat flagged in Five Forces; standalone caller decides. Triggers: 'analyze demand for [industry]', 'JTB…