Creative Eye — Design Judgment for AI Agents

The Problem

AI agents ship bad creative because they have no taste. Specifically:

1. They confuse "exists" with "good." Generating output ≠ creating quality. The first version is almost never good enough, but agents treat it as done.
2. They have no benchmarks. Without seeing what "great" looks like, agents can't distinguish amateur from professional work.
3. They optimize for volume over quality. 50 mediocre variations when 1 excellent piece would outperform all of them combined.
4. They can't self-evaluate. They lack the vocabulary and frameworks to critique their own work.
5. They don't learn from failures. Same mistakes repeat across sessions because there's no feedback loop.

This skill provides the frameworks, prompts, and workflows to fix all five problems.

The Framework: STUDY → COMPARE → CREATE → EVALUATE

Every creative task follows this sequence. Never skip steps.