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The Inference Confidenz configuration skill provides developers with granular control over how Claude reports its internal certainty during task execution. By allowing users to toggle confidence displays, switch between minimal and detailed metadata views, and enable history logging, this skill enhances the observability of the AI's decision-making process. It is particularly useful for teams who need to audit AI performance or want a cleaner CLI workspace by suppressing or expanding inference metrics.