gauntlet-loop

Turns an ambitious request into a self-judging, self-improving agent run instead of a first draft. Sets a concrete external quality bar, splits the goal into judgeable pieces, gives each one a separate critic with clean context, forces blind A/B against the bar, and loops with no fixed round count.