The Dark Arts of Skill Engineering — Paul Bakaus, Renaissance Geek
Paul Bakaus once turned the entire web orange. He wrote jQuery UI, shipped an orange default theme, assumed people would change it, and watched them not.
So when he points out that the purple gradients everyone learned to mock came from a CSS framework's default sample page, and that AI generated design now has its own house shade of beige, he speaks as the cause rather than the critic. That history is what makes his central claim land. A ban does not produce originality, it relocates the model one cluster over: forbid one overused font and it reaches for the next nearest thing in latent space. Slop is a moving target. The median is the model's gravity, and a few hundred lines of carefully written prose cannot pull against it. So he stopped treating a skill as a packaged prompt and started treating it as an extension of the harness, which is what this workshop is really about. Nine techniques, each aimed at something prose cannot do. Two sub agents kept blind to each other, one playing design director and one running a deterministic linter, because a single thread grading its own work always says it did well.
The text is the source's own description of its publication. The content belongs to AI Engineer.
