Shuge Unlimited

Oct 25, 2026 · R&D Management

27 Agent Skills That Gate Every Stage of AI-Driven Development

This article analyzes Matt Pocock's 27-agent skill framework that imposes explicit exit criteria across eight development activities — from requirement clarification to retrospective — to prevent AI coding failures like misalignment, verbosity, broken code, and architectural decay.