The scorecard finally had somewhere to go
Evaluation became useful once it changed the next decision. A score alone just decorated the last build.
- Loopy
- Eval-led routing
I connected the brief, concept gallery, live preview, scorecard, and designer thoughts into one loop. The evaluation could now send the work somewhere: approve it, steer it with a reason, or reject it and preserve what failed.
That changed my relationship with AI output. I was no longer asking whether a screen looked good in isolation. I could ask whether it answered the brief, respected the design system, held together visually, and deserved another lap. I treated the score as evidence for a decision, not the decision itself.