Post-mortems a piece of content and produces the next iteration, not just an explanation. It isolates the weakest link, proposes single-variable A/B tests, and applies a double-down rule when something wins. Use when someone asks "why did this flop", "why did this win", "help me optimize/improve my content", "set up an A/B test", or wants a post-mortem. Works with any capable model.