Taste Skill kills AI "frontend slop"

Taste-Skill is a critical design-engineering layer for the agentic AI era, shifting code generation from functional output to premium agency-tier design.

• –The project introduces parametric "dials" for Variance, Motion, and Density, allowing developers to tune the AI's aesthetic output without manual prompt engineering.
• –Its "anti-slop" directives explicitly ban overused AI tropes like "AI-purple" gradients and generic Inter-only typography, forcing models toward more sophisticated visual languages.
• –The v2 experimental release features "brief inference," where the agent analyzes the project's goal to deduce the appropriate design system (e.g., Material, Carbon, or custom) before writing a single line of code.
• –Modular personas like `soft-skill`, `brutalist-skill`, and `minimalist-skill` provide a wide range of aesthetic targets, making it framework-agnostic and portable across major tools like Cursor, Claude Code, and Gemini CLI.
• –Explicit "pre-flight" checks ensure the AI agent validates its own design intent against strict standards before shipping, significantly reducing the "slop factor" in rapid prototyping.