Ask for Short Answer First (The BLUF Protocol) (AI Skill)

Overview

Default AI outputs follow an academic narrative structure: preamble $\rightarrow$ historical context $\rightarrow$ analysis $\rightarrow$ conclusion. When you need a fast answer during a meeting or while debugging a live incident, digging through 4 paragraphs to find a single line is frustrating and inefficient.

The BLUF (Bottom Line Up Front) Protocol forces the AI into an inverted-pyramid format: deliver the conclusive answer in the first 2 sentences, followed by an optional, structured breakdown.

The Inverted Pyramid Response Architecture