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The article explains how to convert multi-line `diff` outputs into single-line patches in Linux using `diff`, `grep`, and `awk`. Multi-line diffs, showing detailed file changes, can be compacted into single-line formats for easier handling in automated or simplified environments. The piece offers a script and usage instructions to streamline this transformation, enhancing patching processes and clarity in documentation.