Here are some examples:
* Not capitalized: The chef used a wok to stir-fry the vegetables.
* Capitalized: The restaurant's signature dish is their Spicy Sichuan Wok Noodles.
General Rule:
Common nouns like "wok" are not capitalized unless they are part of a proper noun (like a brand name or specific restaurant name).