Normally with clean room reimplementations, you’d have the developer working from a set of requirements which have been gathered by someone else who reverse engineered the process.

Here, neither steps are taken.

If you’re supplying a BOM manifest, rather than software constraints, then the only way to assert those constraints is to directly compare against the original project. It doesn’t matter if it’s AI or a human doing that, because either way it’s not “clean room”.

You can do clean room design with AI via SDD (spec driven development). But that’s not what this service (satire or not) offers.