Architect's Ambition

Apr 20, 2026 · Artificial Intelligence

How to Turn GitHub‑Trending AI Skills into Real‑World Agents with Knowledge Distillation

The article explains why generic AI is insufficient, defines a Skill as the minimal unit of specialized AI, and details a three‑layer knowledge‑distillation methodology—knowledge, logic, style—to build practical person‑ and book‑based AI Skills, illustrated with a complete Wang Yangming Skill implementation and common pitfalls.