specify-the-audience

Installation
SKILL.md

Specify the Target Audience (Audience Calibration) (AI Skill)

Overview

When you prompt an AI without naming a specific reader, the model writes for an imaginary "average internet user." The result is almost always misaligned: too technical for executive leadership, too simplistic for senior engineers, or too stiff for customers.

The Audience Calibration Protocol anchors the AI to a concrete Reader Profile - instantly tailoring vocabulary, technical density, and emotional framing to match the exact priorities of that stakeholder.


The 4 Core Stakeholder Archetypes

Installs
1
GitHub Stars
2
First Seen
Oct 24, 2026