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The Discover app uses a different way of installing programs and I do not have the program there. It was not designed to work on Steam Deck, because it expects some programs to be installed (7z and chdman). There is a way of downloading the program directly, but you need to have 7z and chdman and use the options to point to it. You could download from https://github.com/thingsiplay/tochd/releases the "tochd-0.9-bin.7z" and unpack and run it without installing. You would need to point to the programs like this: ./tochd --7z "path/to/7z" --chdman "path/to/chdman" . (the last dot in the command means current directory, in which the program will search all files in current directory to convert).
EmuDeck is a project that comes with chdman and you can just download it from the site. No need to build it your own: https://github.com/dragoonDorise/EmuDeck/tree/main/tools/chdconv Just get chdman5 and rename it if you want.
Grab the latest release from https://www.mamedev.org , it includes the latest chdman