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The Bash Loop skill transforms Claude into a high-efficiency terminal operator by eliminating verbose explanations and focusing on immediate command execution. By implementing a rigorous 'Observe-Act-Read-Decide' cycle, it allows the AI to navigate complex file systems, debug system issues, and perform multi-step shell workflows with minimal narrative overhead. This mode is particularly useful for developers who need to iterate quickly through command-line tasks without the distraction of chatty summaries or apologies for minor syntax errors.