Media Meta Analysis

This is for when you've already analyzed a bunch of media pieces individually and need to find the patterns across them. It's not about analyzing content itself, but synthesizing what you've already extracted. The framework walks you through concept frequency mapping, contradiction detection, and emergent theme identification. The anti-patterns section is honest about real failure modes like pattern hallucination and averaging contradictions into meaningless middle positions. Most useful if you're doing serious research work where you need to cross-reference claims, build evidence chains, or map how different sources reinforce or contradict each other. Operates on collections, not individual pieces.