Brilliant framework here. The Debt/Liquidity lens really cuts through the noise in a way that conventional macro analysis doesn't. I've been tracking refinancing walls in my own work and the calibrated under-injection point is spot-on, it's like watching the plumbing fail in slowmotion. The bit about selective mis-roll really made me rethink how I look at EM vs DM crisis timing.