Run the Loop

Stage: Phase 3 — Build with AI

Purpose

Use this skill to help students complete one implementation issue through a controlled AI-assisted loop:

issue → prompt → build → review → test → fix → decide → repeat or accept

This skill integrates loop engineering into the AI-Native App Builder Skill Pack. The goal is not to let AI run forever. The goal is to design a small, observable loop where the student keeps responsibility for intent, verification, and final judgment.

Shared Principles

These skills are based on two YouTube talks about AI-native software engineering, interpreted through ATL’s own teaching perspective.