"Beauty" is a noun, not an adjective. "Beautiful" is the associated adjective.
Your original phrase, however, is slightly misquoted. The title of the story is "Beauty and The Beast". There is no definite article at the beginning.
You could use "the skinny" as a collective noun to mean "all skinny people" in the same way that we use "the dead" to mean "deceased people".
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