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Use when user wants autonomous iteration on any task — improving metrics, completing features, running experiments, optimizing code, or working unattended. Make sure to use this skill whenever someone mentions autoresearch, autonomous loops, iterating until done, running overnight, keep improving, hill-climbing, or any measurable improvement goal, even if they don't explicitly ask for a 'loop'.