UFound
Why it matters
A generated skill may work once and fail when the input, user, or dependency changes. That usually means hidden assumptions were never turned into explicit instructions.
What needs verification
A project shared on X connects creation, optimization, and review. These stages expose implicit knowledge, remove conflicts, test failure paths, and inspect permissions and dependencies. Open source makes inspection possible; it does not make the result automatically safe.
A practical way to test
Build a small test pack with normal, incomplete, and boundary-pushing inputs. Record changes and compatibility for every version. Reproducibility, comparison, and rollback are better signs of a durable skill than an impressive first demo.
Sources and further readingx.com/MarvinM69680529/status/2091869568948166909