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This skill provides a comprehensive framework for Claude to discover, utilize, and integrate with any command-line interface (CLI) effectively. It emphasizes safety through dry-run validations and automated backups, enables deeper tool discovery by analyzing source code (specifically Python argparse setups), and standardizes CRUD operations. Ideal for developers working with custom local scripts or complex third-party tools, it ensures that CLI interactions are predictable, documented, and easily scriptable for complex automation workflows.