detect-ai-value-mode-from-codebase
Analyse a codebase to determine which of the four AI product value modes it embodies — Amplifier, Substitute, Job Creator, or Democratiser — and produce a sober, evidence-grounded verdict report in plain prose (Unicode text only, no emojis). Use this skill when the user wants to understand the strategic positioning or business model of an AI product by reading its code: triggers include "what mode is this", "detect AI value mode", "which quadrant does this fall into", "classify my AI product", or any pairing of a codebase path or pasted code with a question about how the product creates value, who its buyer is, or how it should be positioned. Trigger even when the user does not name the four modes explicitly — intent to classify an AI product from its code is sufficient. When asked for a diagram or infographic version, also renders the verdict as a self-contained HTML poster.
2026-06-10