Agenda Intelligence MD is different from generic summarization tools: it gives AI agents a structured markdown protocol for public agenda analysis. Instead of only saying “what happened,” agents classify signal vs noise, explain what changed, why it matters, who is affected, what remains uncertain, possible scenarios, and what to watch next. It also supports schema/CLI validation, making outputs more consistent, reviewable, and useful for research and monitoring workflows.