Audit AI Design Slop

Run a diagnostic, evidence-backed audit. Identify the smallest set of removals or corrections that would improve the interface while preserving its existing direction.

Boundaries

• Do not guess whether AI made the design.
• Do not assign a numeric slop score.
• Do not reject a visual technique in isolation. A gradient, serif, dark theme, glass effect, card, animation, or single-font system can be intentional.
• Do not prescribe a new font, palette, layout, design system, or art direction unless the user explicitly asks for one.
• Do not turn an audit into an implementation task.
• Mark anything outside the visible or provided evidence as unknown.

Audit the Evidence

Inspect the artifact available in the request: