We're well beyond benefit of the doubt these days. If it looks like a duck... For me there wasn't any doubt, the author's first top comment here was evidence enough, then seeing the readme + random code + random commit message, it's all obvious LLM-speak to me.
I don't particularly care, though, and I'm more positive about LLMs than negative even if I don't (yet?) use them very much. I think it's hilarious that a few people asked for Python bindings and then bam, done, and one person is like "..wha?" Yes, LLMs can do that sort of grunt work now! How cool, if kind of pointless. Couldn't the cycles have just been spent on trying to make muPDF better? Though I see they're in C and AGPL, I suppose either is motivation enough to do a rewrite instead. (This is MIT Licensed though it's still unclear to me how 100% or even large-% vibe-coded code deserves any copyright protection, I think all such should generally be under the Unlicense/public domain.)
If the intent of "benefit of the doubt" is to reduce people having a freak out over anyone who dares use these tools, I get that.