Software Engineering 3.0 Era

Jul 13, 2026 · Artificial Intelligence

How to Build SKILLs for Multi‑Agent AI Coordination

The article explains the concept of SKILL—a rule‑based, evidence‑driven “work instruction package” that orchestrates multiple AI agents such as Claude, Codex, and Cursor through three layers (orchestration, execution, domain) to automate requirement decomposition, code generation, testing, deployment, and monitoring, showing how Quark achieved 3000+ automated tasks with a 75% code‑output rate.