Gauntlet Loop

Gauntlet Loop is a prompting method that guides AI agents to autonomously decompose complex goals into smaller tasks and iteratively refine each part using independent critic agents against a high-quality reference. Originally demonstrated by building a AAA-quality FPS game via Claude Code with subagents, it enables continuous improvement cycles without human steering, applicable to code, game design, writing, research, and more.